Iclr 2020 Github

Publications. 27-30 April, Addis Ababa. Assistant Professor @ University of Arizona. in International Conference on Learning Representations (ICLR) 2020 (Spotlight) We propose to utilize programs, structured in a formal language, as a precise and expressive way to specify tasks, instead of natural languages which can often be ambiguous. inRobotics 2014-2019 Advisor:Prof. Addis Ababa, Ethiopia. Are Transformers universal approximators of sequence-to-sequence functions? Large Batch Optimization for Deep Learning: Training BERT in 76 minutes. [4] Qing Qu, Yuexiang Zhai, Xiao Li, Yuqian Zhang, and Zhihui Zhu. [Dec 19, 2020] One paper is accepted to ICLR 2020 [Nov 18, 2019] We release IKEA Furniture Assembly Environment for Complex Robot Manipulation Benchmark in Simulation [Sep 7, 2019] One paper is accepted to CoRL 2019 [Dec 20, 2018] One paper is accepted to ICLR 2019. This Jupyter Notebook contains the data crawled from ICLR 2020 OpenReview webpages and their visualizations. ; 2020-03-10: Our proposed temporal module TEA is accepted by CVPR 2020. ©2015 Xiaolong. The Efficiency of Human Cognition Reflects Planned Use of Information Processing. student in the Electrical and Computer Engineering department at Cornell University. on Information Theory , 62(10): 5855 - 5880, Oct. Proceedings of ICLR 2020, Addis Ababa, Ethiopia (Poster) Generative Adversarial Zero-Shot Relational Learning for Knowledge Graphs Pengda Qin, Xin Wang, Wenhu Chen, Chunyun Zhang, Weiran Xu, William Yang Wang Proceedings of AAAI 2020, New York, US (Oral) 2019. Span Recovery for Deep Neural Networks with Applications to Input Obfuscation with Rajesh Jayaram, David Woodruff. ICLR is globally renowned for presenting and publishing cutting-edge research on all aspects of deep learning used in the fields of artificial intelligence, statistics and data science, as well as important application areas such as machine vision, computational biology, speech recognition, text understanding, gaming, and robotics. [email protected] is maintained by the PML4DC Organizers. 2019) Large Scale Structure of Neural Networks' Loss Landscape has been accepted to NeurIPS 2019!. Ruqi Zhang, Christopher De Sa NeurIPS, 2019. Kyle Wiggers @Kyle_L_Wiggers May 6, 2020 1:05 PM Facebook today announced that it plans to cancel its 2020-2021 in-person AI Residency program as a result of the novel coronavirus pandemic. ICLR 2020, Virtual Event. Project page: https://xiaohangzhan. Feb 3, 2020: After wonderful years at AITRICS, I started a new position at Kakao Brain as an AI research scientist. The reference implementation of "Multi-scale Attributed Node Embedding". PC Member: AAAI 2019-2020 Conference Reviewer: ICML 2018-2019, NeurIPS 2018-2020, ICLR 2019-2020, AISTATS 2019, ECCV 2020 Journal Reviewer: IEEE Transactions on Cybernetics ; IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) International Journal of Data Science and Analytics (JDSA). I completed my PhD in Electrical Engineering at University of California, Los Angeles (UCLA), in June 2014, where I worked in Adaptive. June 2019 : I was at CVPR 2019. Aug 2019 - One long paper was accepted by EMNLP 2019. Before joining Tencent in March 2018, I worked in the Deep Learning Technology Center (DLTC) at Microsoft Research, Redmond, WA. 12/08/2017 Invited talk at the NeurIPS workshop on Machine Deception, Long Beach, CA. Fixed-Horizon Temporal Difference Methods for Stable Reinforcement Learning. I am also broadly interested in reinforcement learning, natural language processing, and artificial intelligence. ; 2020-01-20: We propose an efficient video representation learning framwork, termed as CPD (code coming soon). Clone with HTTPS. For regularization, the noise is applied independently from the input and no attribution maps can be obtained. The Differentiable Cross-Entropy Method. My research interests lie in the intersection of machine learning, optimization, and control theory. Foundation of Deep Learning. Ruqi Zhang, Christopher De Sa NeurIPS, 2019. io Education CarnegieMellonUniversity Pittsburgh,PA,USA Ph. Watch Queue Queue. I got my PhD in Computer Science at UCSD, where I was lucky to have Prof. This Jupyter Notebook contains the data crawled from ICLR 2020 OpenReview webpages and their visualizations. ACL is the premier conference of the field of computational linguistics, covering a broad spectrum of diverse research areas that are. April 2019 : BMVC. Xinyun Chen, Chen Liang, Adams Wei Yu, Denny Zhou, Dawn Song, Quoc Le. 2020) aim to solve the following pain points in Transformer: Memory in a model with layers is -times larger than in a single-layer model because we need to store activations for back-propagation. View the Project on GitHub iclr2020-fsai/FSAI. GitHub Gist: instantly share code, notes, and snippets. Clone via HTTPS Clone with Git or checkout with SVN using the repository's web address. But if you truly. from Duke University in 2013, Master's from the. student at Computer Science Department, Carnegie Mellon University, advised by Prof. Submitted to ICLR 2020. Rushworth and Timothy E. This Jupyter Notebook contains the data and visualizations that are crawled ICLR 2020 OpenReview webpages. AutoSlim: Towards One-Shot Architecture Search for Channel Numbers Jiahui Yu and Thomas Huang. Mar 24, 2020: Two papers accepted for presentation at CVPR 2020!: Jan 25, 2020: I'm happy to announce that I obtained the ETH Medal (outstanding thesis award) for my PhD thesis!: Dec 21, 2019: Two papers accepted for presentation at ICLR 2020!: Nov 26, 2019: If you're interested in learning transferable representations, check out the Visual Task Adaptation Benchmark: paper, blog post, website. The planned dates are as follow: Submission date: 25 September 2019, 6pm EAT (East Africa Time, UTC+3). Choice, uncertainty and value in prefrontal and cingulate cortex. The workshop will be hosted online via the Official ICLR 2020 Virtual Workshop Portal; The workshop calendar can be viewed in your timezone here; Discussions, comments and questions can be posted on the Rocket Chat embedded in the virtual workshop portal. Xinjie Fan, Yizhe Zhang, Zhendong Wang, Mingyuan Zhou — ICLR 2020. 05/01/2018 Presented at the 6th International Conference on Learning Representations (ICLR), Vancouver, BC. 1% acceptance rate) Daniel Soudry, Elad Hoffer - Exponentially vanishing sub-optimal local minima in multilayer neural networks - ICLR 2018 - workshop. Practical ML for Developing Countries Workshop @ ICLR 2020, Learning under limited/low resource scenarios. 49th International Conference on Parallel Processing - ICPP. Chen Dan’s Homepage. Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution Images. I received my Ph. Sep 2019 - Our LogSparse Transformer Paper was accepted to NeurIPS 2019! Sep 2019 - I will be traveling to WeCNLP 2019 at Facebook HQ, see you there. 02/2019: We have a new paper of Improved Algorithm on Online Clustering of Bandits, which generalizes to allow users with different appearing probabilities and uses sets to efficiently split and merge user. In particular, my research interests focus on the development of efficient learning algorithms for deep neural networks. [NEW] Our Part-A^2 paper got accepted by T-PAMI 2020, code are available at PartA2-Net. Mali Shen*, Yun Gu *, Ning Liu and Guang-Zhong Yang, Context-Aware Depth and Pose Estimation for Bronchoscopic Navigatio , IEEE Robotics and Automation Letters , 2018 (Equal. 4246 for rejected papers. Source code for ICLR 2020 paper: Composition-Based Multi-Relational Graph Convolutional Networks. EducationI am currently a first year Ph. ICLR 2020 - Call For Papers. Yichen Wei (危夷晨) Director of Megvii (Face++) Research Shanghai. It is collected by a team of NLP researchers at Carnegie Mellon University, Stanford University, and Université de Montréal. NatureNeuroscience, 11(4):389-397, April 2008. AAAI 2020 / Code. 3D Dense Face Alignment via Graph Convolution Networks Huawei Wei, Shuang Liang, Yichen Wei. Use Git or checkout with SVN using the web URL. 19 - Awarded ACL scholarship. One position is on Theory. Janurary 15, 2020, Two Postdoc positions openning on “Safe Reinforcement Learning for Motion Planning” funded by AnKobot. Cross-Lingual Syntactic Transfer through Unsupervised Adaptation of Invertible Projections. 2020) aim to solve the following pain points in Transformer: Memory in a model with layers is -times larger than in a single-layer model because we need to store activations for back-propagation. Awesome-AutoML-Papers. Yen-Chun Chen*, Linjie Li*, Licheng Yu*, Ahmed El Kholy, Faisal Ahmed, Zhe Gan, Yu Cheng and Jingjing Liu "UNITER: UNiversal Image-TExt Representation Learning", 2019. Posted May 5, 2020. ICLR 2020 (Spotlight) Shao-Hua Sun Te-Lin Wu Joseph J. AI Commons is a collective project whose goal is to make the benefits of AI available to all. It is a popular way to regularize neural networks (Srivastava et al. [project page]. I am also broadly interested in reinforcement learning, natural language processing, and artificial intelligence. Addis Ababa, Ethiopia. Infomax Neural Joint Source-Channel Coding via Adversarial Bit Flip Yuxuan Song*, Minkai Xu, Lantao Yu, Hao Zhou, Shuo Shao, Yong Yu To appear in AAAI, 2020. Rough notes on a bunch of ICLR conference papers. Lampinen, et al. One of the world's major machine learning conferences, ICLR 2020 accepted 687 out of 2,594 papers and drew over 5,600 participants from nearly 90 countries — more than double from 2,700 physical attendees of ICLR 2019. [email protected] is maintained by the PML4DC Organizers. Posted May 7, 2020 The International Conference on Learning Representations ( ICLR ) took place last week, and I had a pleasure to participate in it. June 15th, 2020 Seattle, Washington in conjunction with CVPR 2020 Computer Vision has a long history of academic research, and recent advances in deep learning have provided significant improvements in the ability to understand visual content. This is informative about self-supervision and the role of augmentations. I am a member of the Computer Systems Lab, advised by Zhiru Zhang. I am a 4-th year PhD student at Stanford Computer Science advised by Stefano Ermon. International Conference on Learning Representation (ICLR), April 26-30, 2020. One paper got accepted by CVPR 2019. Source code for ICLR 2020 paper: Composition-Based Multi-Relational Graph Convolutional Networks. This page is hosted on Github using GitHub Pages. To start off, here’s the link to the ICLR 2020 website and a summary of the key numbers as shared by the organizers: Now, let’s dig in! 1. Camera-ready Submissions. Fully virtual conference structure. [email protected] is maintained by the PML4DC Organizers. [Dec 19, 2020] One paper is accepted to ICLR 2020 [Nov 18, 2019] We release IKEA Furniture Assembly Environment for Complex Robot Manipulation Benchmark in Simulation [Sep 7, 2019] One paper is accepted to CoRL 2019 [Dec 20, 2018] One paper is accepted to ICLR 2019. Short presentation for the ICLR-2020 paper, "Learning to Explore using Active Neural SLAM". Over 40 million developers use GitHub together to host and review code, project manage, and build software together across more than 100 million projects. , PC-DARTS: Partial Channel Connections for Memory-Efficient Architecture Search, ICLR 2020; Zhou et al. For example, among other results, we recently introduced new approaches and. A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text Bohan Li*, Junxian He* (equal contribution), Graham Neubig, Taylor Berg-Kirkpatrick, Yiming Yang EMNLP 2019 (short paper). For more details about HotpotQA. Rethinking the Hyperparameters for Fine-tuning; WHY GRADIENT CLIPPING ACCELERATES TRAINING: A THEORETICAL JUSTIFICATION FOR ADAPTIVITY. Neural Information Processing Systems (NeurIPS) 2020. [12/2019] We are presenting four papers in ICLR 2020, including "Adaptive correlated Monte Carlo for contextual categorical sequence generation" with Xinjie Fan (UT SDS), Yizhe Zhang (Microsoft Research), & Zhendong Wang (Columbia), "Variational hetero-encoder randomized generative adversarial networks for joint image-text modeling" with Hao. 08/2019: Here is the slides for my thesis defense. SGD Learns One-Layer Networks in WGANs. Visualizations Rating distribution. [09/14/2019] I will be serving as an Area Chair for the "QA and Reasoning" area at AKBC 2020. Pradeep Ravikumar (previously, also co-advised by Prof. Composition-Based Multi-Relational Graph Convolutional Networks. Tianyi Zhang, Yun Gu, Xiaolin Huang, Enmei Tu, Jie Yang, Stereo Endoscopic Image Super-Resolution Using Disparity-Constrained Parallel Attention, AI4AH, ICLR, 2020. Stay Foolish. [9] Carlos Florensa, et al. edu ABSTRACT. Two papers accepted at CVPR 2020: on unsupervised 3D from single image (oral, blog post, code) and semantic scene manipulation (project page coming soon) Three papers accepted at ICLR 2020: on self-labelling (spotlight, blog post, code), learning from one image and RL visualization; Our team won 2nd place at the traffic4cast challenge at NeurIPS. The distribution is plotted as follows. In Proceedings of TheWebConf 2019. AI Commons is a collective project whose goal is to make the benefits of AI available to all. Awesome-AutoML-Papers. Posted May 5, 2020. GitHub rolls out hosted Visual Studio Code in Codespaces theregister. Tailin Wu and Ian Fischer. , Elman, 1990; Rumelhart and McClelland, 1986). Our workshop Vision Applications & Solutions to Biased or Scarce Data at WACV 2020 was held successfully. This is informative about self-supervision and the role of augmentations. International Conference on Learning Representations (ICLR) 2020. This page is hosted on Github using GitHub Pages. Camera ready: March 20, 2020; Workshop: April 26th, 2020; Deadlines are at 11:59 EAT (East African Time, EAT). Sc from Department of Machine Intelligence, School of EECS, Peking University, where I worked with Prof. Complementary Auxiliary Classifiers for Label-Conditional Text Generation. I am currently a principal researcher at Tencent AI Lab, working on machine learning and natural language processing. student in the Electrical and Computer Engineering department at Cornell University. I am also a core faculty member in the Department of Statistics and Data Sciences (SDS) at the College of Natural Sciences. We are posting these hacks daily on social media platforms like LinkedIn, Twitter, Facebook. The set S 0 can capture wide range of specifications such as L pperturbations (Wong & Kolter, 2018), geometric transformations (Balunovic et. March 23-26, 2020. The accepted papers have an average rating of 6. Tim Rocktäschel is a Research Scientist at Facebook AI Research (FAIR) London and a Lecturer in the Department of Computer Science at University College London (UCL). Addis Ababa, Ethiopia. Key Takeaways from ICLR 2020. Memory-Based Graph Networks (ICLR 2020) Amir Hosein Khasahmadi, Kaveh Hassani, Parsa Moradi, Leo Lee, Quaid Morris [Python Reference] A Fair Comparison of Graph Neural Networks for Graph Classification (ICLR 2020) Federico Errica, Marco Podda, Davide Bacciu, Alessio Micheli [Python Reference]. Semantic Hierarchy Emerges in Deep Generative Representations for Scene Synthesis. ICLR 2020 (spotlight). Irina Rish on Meta-Reinforcement Learning. A year and a half after being acquired by Microsoft, GitHub has integrated the company's popular source code editor, Visual Studio Code (VSC), and …. 49th International Conference on Parallel Processing - ICPP. One paper got accepted by ICLR 2019. Sc from Department of Machine Intelligence, School of EECS, Peking University, where I worked with Prof. 2019-11-21: Our proposed TEINet, an efficient video archiecture for video recognition, is accepted by AAAI 2020. December, 2019. Each of the papers was presented by its authors through pre-recorded videos, and every paper was presented twice (in two. Follow an Instruction to Solve a Complex Task Recipe: cooking fried rice Stir-fry the onions until tender,. 2019-12-20: Our proposed V4D, a principled video-level represenation learning framework, is accepted by ICLR 2020. CV Review Result Notification. GitHub is home to over 40 million developers working together to host and review code, manage projects, and build software together. Accepted as spotlight oral paper! Abstract: (Frankle & Carbin, 2019) shows that there exist winning tickets (small but critical subnetworks) for dense, randomly initialized networks, that can be trained alone to achieve comparable. 12:15 - 12:20 AI Commons. Rating distribution. Feng Liang, Ronghao Guo, Chen Lin, Ming Sun, Wei Wu, Junjie Yan, Wanli Ouyang ICLR, 2020. One of the world's major machine learning conferences, ICLR 2020 accepted 687 out of 2,594 papers and drew over 5,600 participants from nearly 90 countries — more than double from 2,700 physical attendees of ICLR 2019. Input Convex Neural Networks for Optimal Voltage Regulation. To add/edit a conference, send in a pull request. It was a lot of fun. Clone via HTTPS Clone with Git or checkout with SVN using the repository’s web address. Akari Asai, Kazuma Hashimoto, Hannaneh Hajishirzi, Richard Socher, and Caiming Xiong Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering International Conference on Learning Representations (ICLR), 2020. I still haven't. To appear in Proceedings of ICLR 2020. Crawl and Visualize ICLR 2020 OpenReview Data. ICLR 2020 - Call For Papers. [R] ICLR 2020 Oral, Adversarial Training and Provable Defenses: Bridging the Gap Research TL;DR: We propose a novel combination of adversarial training and provable defenses which produces neural network with state-of-the-art accuracy and certified robustness on CIFAR-10 with 2/255 L-infinity perturbation. ICLR 2020 / OpenReview. Initially, the conference was supposed to take place in Addis Ababa, Ethiopia, however, due. Reviewer, The International Conference on Learning Representations (ICLR 2020), Addis Ababa, Ethiopia, April 27-30, 2020. , Elman, 1990; Rumelhart and McClelland, 1986). Thank Amber Xiangli for her voice. , 2018; Zhong et al. Proceedings of ICLR 2020, Addis Ababa, Ethiopia (Poster) Generative Adversarial Zero-Shot Relational Learning for Knowledge Graphs Pengda Qin, Xin Wang, Wenhu Chen, Chunyun Zhang, Weiran Xu, William Yang Wang Proceedings of AAAI 2020, New York, US (Oral) 2019. The following reports have been accepted for ICLR Reproducibility Challenge, and are published in Volume 5, Issue 2 of ReScience Journal. ICLR 2020 Workshop on Trustworthy ML Rethinking the Value of Network Pruning Zhuang Liu*, Mingjie Sun*, Tinghui Zhou, Gao Huang, Trevor Darrell ICLR 2019, NeurIPS 2018 Workshop on Compact Deep Neural Networks (Best Paper Award) (* denotes equal contribution). Invited Speaker at DOE AI Event. [09/14/2019] I will be serving as an Area Chair for the "QA and Reasoning" area at AKBC 2020. D student in Computer Engineering at University of Southern California under professor Viktor K. I gave a talk at United Imaging Intelligence (UII), Cambridge, MA. I work on machine learning, information retrieval, and natural language processing. March 23-26, 2020. Multi-Task Reinforcement Learning with Soft Modularization. Initially, the conference was supposed to take place in Addis Ababa, Ethiopia, however, due. (2015) that used asyn-chronous SGD (Dean et al. 2020) - Our paper "Massive vs. Published as a conference paper at ICLR 2018 training set, i. A Deep Structural Model for Analyzing Correlated Multivariate Time Series Changwei Hu, Yifan Hu, Sungyong Seo IEEE International Conference on Machine Learning and Applications (ICMLA) 2019. , 2015; Gal et al. Oct 9, 2019. The workshop will be hosted online via the Official ICLR 2020 Virtual Workshop Portal; The workshop calendar can be viewed in your timezone here; Discussions, comments and questions can be posted on the Rocket Chat embedded in the virtual workshop portal. Christopher Nolan above). ICLR 2020, Addis Ababa, Ethiopia HOME CALL FOR PAPERS DATES PROGRAM ORGANIZERS. The workshop will be a full day event from 9:00 am - 6:15 pm. [11] Allan Jabri, et al. 19 - Invited to serve as PC/Reviewer of ICLR 2020. January 2020 : Our paper is accepted as a poster at ICLR 2020. [email protected] is maintained by the PML4DC Organizers. [Aug 2019] I joined School of Computing, KAIST, as an assistant professor. [1/2020] Practical Nonisotropic Monte Carlo Sampling in High Dimensions via Determinantal Point Processes will appear at AISTATS 2020 in Palermo. We propose a robust state-based imitation learning method and unify global and local alignment constraints into a novel RL objective. A Deep Structural Model for Analyzing Correlated Multivariate Time Series Changwei Hu, Yifan Hu, Sungyong Seo IEEE International Conference on Machine Learning and Applications (ICMLA) 2019. Machine Learning Computer Vision ICLR 2020. Asano, Christian Rupprecht, Andrea Vedaldi ICLR , 2020 bibtex. December 2019: A paper on an information theoretic perspective of language representation learning has been accepted to ICLR 2020 as a spotlight presentation. I have been working in the FPGA/PARALLEL COMPUTING LA. Fully virtual conference structure. [Call for Papers] I am co-organizing the Workshop on Adversarial Machine Learning in Computer Vision in CVPR 2020. Each of the papers was presented by its authors through pre-recorded videos, and every paper was presented twice (in two. Phan and Richard M. This page is hosted on Github using GitHub Pages. 4 Oct 2019 • microsoft/DeepSpeed • Moving forward, we will work on unlocking stage-2 optimizations, with up to 8x memory savings per device, and ultimately stage-3 optimizations, reducing memory linearly with respect to the number of devices and potentially scaling to models of arbitrary size. Sangdon Park, Osbert Bastani, Nikolai Matni, Insup Lee. Oct 9, 2019. Calibrated Domain-Invariant Learning for Highly Generalizable Large Scale Re-Identification. ICLR 2020 | reformer高效處理長序列,單機能跑,計算資源貧困人士的福音 原創 眨眼睛的小星星 2020-05-10 16:38 基於Transformer的各種巨型模型在各種自然語言處理任務中常常能夠取得最優結果,但這些模型的訓練成本往往過高,在針對長序列文本上尤甚。. D student in Computer Science at New York University, where I work on generative modelling with a focus on text. Byeongchang Kim, Jaewoo Ahn and Gunhee Kim ICLR 2020 (spotlight) [code/dataset] AudioCaps: Generating Captions for Audios in The Wild Chris Dongjoo Kim, Byeongchang Kim, Hyunmin Lee and Gunhee Kim NAACL-HLT 2019 (oral) Project Page [code/dataset] Abstractive Summarization of Reddit Posts with Multi-level Memory Networks. This page is hosted on Github using GitHub Pages. ICCV 2019. Qualifying Exam, 2017. Use Git or checkout with SVN using the web URL. Feb 20, 2020. Tutorials on installing and using Selenium and ChromeDriver on Ubuntu. 2018 Venues. ICLR 2020, Oral Project Page: http://svrl. Fully virtual conference structure. Knowledge Graph Construction From Text Github. @baicsworkshop · #BAICS2020. Addis Ababa, Ethiopia 4 mentions: Keywords: iclr Date: 2020/04/26 02:21 pml4dc. student in the Electrical and Computer Engineering department at Cornell University. Foundation of Deep Learning. This is the video for the ICLR 2020 paper "Lagrangian Fluid Simulation with Continuous Convolutions", by B. Rough notes on a bunch of ICLR conference papers. [Mar 20th, 2020] We supported DBSCAN-based MMT which could achieve better performance. 12/2019: Our. , 2015; Gal et al. The Artificial Intelligence and Machine Learning News clippings for Quants are provided algorithmically with CloudQuant’s NLP engine which seeks out articles relevant to our community and ranks them by our proprietary interest score. The deadline for submitting camera-ready submission is the 14 February 2020. Dani Yogatama. Update: Given the recent concerns around COVID19, ICLR 2020 will be a fully virtual conference. Ari Holtzman, Jan Buys, Maxwell Forbes, and Yejin Choi In Proceedings of the International Conference on Learning Representations (ICLR), 2020 Abductive Commonsense Reasoning. 2020-02: 3 papers on NLP have been accepted by ACL 2020 as long papers. To appear in Proceedings of ICLR 2020. [email protected] is maintained by the PML4DC Organizers. For more details: Project webpage: https://devendrachaplot. Byeongchang Kim, Jaewoo Ahn and Gunhee Kim ICLR 2020 (spotlight) [code/dataset] AudioCaps: Generating Captions for Audios in The Wild Chris Dongjoo Kim, Byeongchang Kim, Hyunmin Lee and Gunhee Kim NAACL-HLT 2019 (oral) Project Page [code/dataset] Abstractive Summarization of Reddit Posts with Multi-level Memory Networks. Sequence Generation with Optimal-Transport-Enhanced Reinforcement Learning. News and Events. 9%) [link] [pdf]. ICLR 2018 is growing fast. Use Git or checkout with SVN using the web URL. [Dec 19, 2020] One paper is accepted to ICLR 2020 [Nov 18, 2019] We release IKEA Furniture Assembly Environment for Complex Robot Manipulation Benchmark in Simulation [Sep 7, 2019] One paper is accepted to CoRL 2019 [Dec 20, 2018] One paper is accepted to ICLR 2019. Paper on Learning to Solve Network Flow Problems via Neural Decoding. Paper / Code Coming Soon. [ paper ] An interpretable LSTM neural network for autoregressive exogenous model. Xinyun Chen, Chen Liang, Adams Wei Yu, Denny Zhou, Dawn Song, Quoc Le. My research interest is in the theoretical aspect of. The International Conference on Learning Representations (ICLR), 2020. NeuLab members have thirteen main conference paper presentations at ACL 2019, are presenting a paper and running a shared task at the co-located WMT 2019, and are presenting a paper at the BlackBoxNLP workshop!Come visit our posters/presentations if you're in Florence for the conferences. The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020 (workshop track). 04, May 2020. "Stay Hungry. A Deep Structural Model for Analyzing Correlated Multivariate Time Series Changwei Hu, Yifan Hu, Sungyong Seo IEEE International Conference on Machine Learning and Applications (ICMLA) 2019. student at Computer Science Department, Carnegie Mellon University, advised by Prof. February 14, 2020 The rise in ML community efforts on the African continent has led to a growing interest in Natural Language Processing, particularly for African languages which are typically low resource languages. Reviewer ECCV 2020, CVPR 2019-2020, ICML 2019, NIPS 2018, IJCV, TNNLS. It is collected by a team of NLP researchers at Carnegie Mellon University, Stanford University, and Université de Montréal. Fully virtual conference structure. All the crawled data (sorted by the average ratings) can be found here. Oct 2018: Joined the Allen Institute for AI as a predoctoral young investigator. AI for Earth Sciences #ai4earth at @ICLR2020 is streaming on April 26 PDT Home Schedule How to participate Speaker Info Calendar Organizers Committee Thank you for joining the 1st AI for Earth Sciences workshop virtually at ICLR and making it a success in these challenging times!!. The reference implementation of "Multi-scale Attributed Node Embedding". The role of over-parametrization in generalization of neural networks. Thuerey, V. Yunzhu Li*, Hao He*, Jiajun Wu, Dina Katabi, and Antonio Torralba Learning Compositional Koopman Operators for Model-Based Control ICLR 2020, [Project] [Paper] [Code] [BibTex] [Video] [Poster] Spotlight Presentation Abridged in NeurIPS 2019 workshop on Graph Representation Learning [Link]. ICLR 2020, Virtual Event HOME PROGRAM ORGANIZERS AI4DEV DATES CALL FOR PAPERS. To start off, here's the link to the ICLR 2020 website and a summary of the key numbers as shared by the organizers:. Oct 2018: Joined the Allen Institute for AI as a predoctoral young investigator. Dani Yogatama Research Scientist DeepMind dyogatama google com News: April 2020: I will be serving as an action editor for TACL (2020-2022). Efficient Full-Matrix Adaptive Regularization. ICLR-2019 · 30 Dec; NeurIPS-2019 · 29 Dec; IJCAI-2019 · 29 Dec; ICML-2019 · 29 Dec; ICCV-2019 · 29 Dec; CVPR-2019 · 29 Dec. With Naman Agarwal, Elad Hazan, Cyril Zhang, and Yi Zhang. Pradeep Ravikumar (previously, also co-advised by Prof. Fundamental Science in the AI Era April 26 2020 Virtual Workshop at ICLR 2020 (previously in Addis Ababa, Ethiopia) Fundamental Science in the era of AI at ICLR 2020. Accepted as spotlight oral paper! Abstract: (Frankle & Carbin, 2019) shows that there exist winning tickets (small but critical subnetworks) for dense, randomly initialized networks, that can be trained alone to achieve comparable. 01/15/2020. Hongtao Lin, Jun Yan, Meng Qu, Xiang Ren. The 58th annual meeting of the Association for Computational Linguistics (ACL) will take place in Seattle, Washington at the Hyatt Regency Seattle in downtown Seattle from July 5th through July 10th, 2020. [10] Sebastien Racaniere & Andrew K. 17-20 August 2020, Edmonton, AB, Canada. Kristian Hartikainen, Xinyang Geng, Tuomas Haarnoja*, and Sergey Levine*. Journal on Optimization, 2020 [link] [pdf] [code]. Camera ready: March 20, 2020; Workshop: April 26th, 2020; Deadlines are at 11:59 EAT (East African Time, EAT). Use Git or checkout with SVN using the web URL. Oct 9, 2019. Assistant Professor Department of Computer Science and Engineering Indian Institute of Technology Bombay NIPS 2016-2019, ICLR 2018-2019, AAAI 2020, WWW 2020, KDD 2019, ICML 2018-2019, SDM 2018-2020. Kaushik Mitra; Chennai, India: IIT for Villages - Volunteered to teach Physics and Mathematics for Higher Secondary School students from underprivileged sections of the society (2013-2017) Service. edu „ xiaolonw. All the interactions from participants, presenters and organizers was online through their website. 4: Our paper on logic guided regularization and data augmentation for consistent question answering has been accepted to The Annual Conference of the Association for Computational Linguistics (ACL) 2020! 2019. arXiv Preprint 2020 [Project page] Reinforcement Learning with Competitive Ensembles of Information-Constrained Primitives Anirudh Goyal, Shagun Sodhani, Jonathan Binas, Xue Bin Peng, Sergey Levine, Yoshua Bengio International Conference on Learning Representations (ICLR 2020) [Project page] Reward-Conditioned Policies. The Annual Conference of the Association for Computational Linguistics (ACL), 2020. The distribution of reviewer ratings centers around 4 (mean: 3. June 2019 : I was at CVPR 2019. ICLR 2020, Virtual Event HOME PROGRAM ORGANIZERS AI4DEV DATES CALL FOR PAPERS. on Information Theory , 62(10): 5855 - 5880, Oct. [ICLR 2020] Drawing Early-Bird Tickets: Towards More Efficient Training of Neural Networks 2019-10-02. PhD, Department of Electrical Engineering, Stanford University (2008) MS, Department of Electrical Engineering, Stanford University (2004) BS, Department of Electrical Engineering, Seoul National University (2002) Work Experience. Important Dates. D degree in Hong Kong University of Science and Technology in 2006, and B. Episodic Memory in Lifelong Language Learning Cyprien de Masson d'Autume, Sebastian Ruder, Lingpeng Kong, and Dani Yogatama. 4246 for rejected papers. I also worked as a Computer Vision Engineer at Prophesee where I developed tracking algorithms based on signals from neuromorophic. Early research in AI was inspired by human intelligence and shaped by cognitive scientists (e. Asymmetrical Hierarchical Networks with Attentive Interactions for Interpretable Review-based Recommendation Xin Dong ★, Jingchao Ni, Wei Cheng, Zhengzhang Chen, Bo Zong, Dongjin Song, Yanchi Liu, Haifeng Chen and Gerard de Melo. Specifically, we consider a simple class of rectangular occlusion attacks in which the attacker places a rectangular. 10 differentiable physical simulators built with Taichi differentiable programming (DiffTaichi, ICLR 2020) DiffTaichi: Differentiable Programming for Physical Simulation (ICLR 2020) Yuanming Hu, Luke Anderson, Tzu-Mao Li, Qi Sun, Nathan Carr, Jonathan Ragan-Kelley, Frédo Durand [Video] (with instructions to reproduce every demo). Email: weiyichen at megvii. The paper will be made available soon. Sequence Generation with Optimal-Transport-Enhanced Reinforcement Learning. "Stay Hungry. May 2019 : NeurIPS submission. 2020-2021 International Conferences in Artificial Intelligence, Machine Learning, Computer Vision, Data Mining, Natural Language Processing and Robotics Update : 2020-3-6 Jackie Tseng , TCVIL Lab. In the SafeAI project at the SRI lab, ETH Zurich, we explore new methods and systems which can ensure Artificial Intelligence (AI) systems such as deep neural networks are more robust, safe and interpretable. Multi-Task Reinforcement Learning with Soft Modularization. Curated Word Embeddings for Low-Resourced Languages. The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020 (workshop track). The Local Elasticity of Neural Networks Hangfeng He and Weijie Su In ICLR 2020. ICLR 2020 Workshop on Trustworthy ML Rethinking the Value of Network Pruning Zhuang Liu*, Mingjie Sun*, Tinghui Zhou, Gao Huang, Trevor Darrell ICLR 2019, NeurIPS 2018 Workshop on Compact Deep Neural Networks (Best Paper Award) (* denotes equal contribution). To appear in Proceedings of ICLR 2020. Lee, Alex Dimakis, and Costis Daskalakis. October 2019 : Our paper is accepted as a NeurIPS workshop on Meta-Learning. [Dec 19, 2020] One paper is accepted to ICLR 2020 [Nov 18, 2019] We release IKEA Furniture Assembly Environment for Complex Robot Manipulation Benchmark in Simulation [Sep 7, 2019] One paper is accepted to CoRL 2019 [Dec 20, 2018] One paper is accepted to ICLR 2019. We invite submissions to the 2020 International Conference on Learning Representations, and welcome paper submissions from all areas of machine learning and deep learning. Haggai Maron, Gal Chechik Preprint, 2020. Specifically, we consider a simple class of rectangular occlusion attacks in which the attacker places a rectangular. Aug 2019 - One long paper was accepted by EMNLP 2019. The accepted papers have an average rating of 6. Reviewer (ICLR 2019, ICML 2019, ICLR 2020, ICML 2020) Top Reviewer (NeurIPS 2018, NeurIPS 2019, NeurIPS 2020) Page generated 2020-04-01 18:30:20 PDT, by jemdoc. student at Computer Science Department, Carnegie Mellon University, advised by Prof. Han's research focuses on efficient deep learning computing. Yu Bai and Jason D. I will be going to AAAI and ICLR; please reach out if you are also going and interested in meeting!. Prior to joining Gatsby, I graduated from Ecole polytechnique with a focus in Applied Mathematics and got a Masters Degree in Mathematics, Machine Learning and Computer Vision (). Sep 2019 - I have joined in Amazon Search (A9), Search and NLP group, Palo, Alto, USA as an Applied Scientist Intern. 12/19/2019. Official Tensorflow implementation of U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation (ICLR 2020) New pull request. [Call for Papers] I am co-organizing the Workshop on Adversarial Machine Learning in Computer Vision in CVPR 2020. [ openreview] DeepSphere: towards an equivariant graph-based spherical CNN, Michaël [ github, EPFL, moodle] Graph Signal Processing with the PyGSP, tutorial at the GraphSIP summer school, 2018. , 2012) together with a distributed setup consisting of actors, replay buffers, parameter servers and learners. Overview of CompGCN: Given node and relation embeddings, CompGCN performs a composition operation φ(·) over each edge in the neighborhood of a central node (e. Submissions deadline: February 14, 2020, 23h59 - Anywhere on Earth; Notification: Feb 25, 2020 This page is hosted on Github using GitHub Pages. 4: Our paper on logic guided regularization and data augmentation for consistent question answering has been accepted to The Annual Conference of the Association for Computational Linguistics (ACL) 2020! 2019. 19 - Tensor2Tensor implementation of Quaternion Transformers is released on Github. on arXiv), and then submit a link to where the paper is hosted to the workshop organizers by March 20th, 2020. The planned dates are as follow: Submission date: 25 September 2019, 6pm EAT (East Africa Time, UTC+3). 2019-12: 1 paper on adversarial attack has been accepted by ICLR 2020. My research interests include hardware-aware algorithmic techniques for high-performance machine learning. Towards Stabilizing Batch Statistics in Backward Propagation of Batch Normalization, ICLR 2020 Junjie Yan, Ruosi Wan, Xiangyu Zhang, Wei Zhang, Yichen Wei, Jian Sun arXiv version. io Education CarnegieMellonUniversity Pittsburgh,PA,USA Ph. Reviewer ECCV 2020, CVPR 2019-2020, ICML 2019, NIPS 2018, IJCV, TNNLS. I want to thank ICLR organizer for selecting me as a volunteer. GitHub Gist: instantly share code, notes, and snippets. Overview of the TREC 2019 Fair Ranking Track Asia J. student in the Electrical and Computer Engineering department at Cornell University. 09/02/2020: I am sering as a member of the programme committee for the ICLR 2020 workshop "Tackling Climate Change with Machine Learning". I received my Ph. Invited Speaker at DOE AI Event. [New] Discovering Motor Programs by Recomposing Demonstrations Tanmay Shankar, Shubham Tulsiani, Lerrel Pinto, Abhinav Gupta ICLR, 2020 pdf abstract bibtex We learn a space of motor primitives from unannotated robot demonstrations, and show these primitives are semantically meaningful and can be composed for new robot tasks. International Conference on Learning Representations (ICLR), 2020. To appear in ICLR, 2020. Pradeep Ravikumar (previously, also co-advised by Prof. 2019) Our work on the early phase of the optimization trajectory has been accepted to ICLR 2020 as Spotlight! (09. AI & Machine Learning News. Simple yet Effective Bridge Reasoning for Open-Domain Multi-Hop Question Answering. For example, among other results, we recently introduced new approaches and. Also, if you have your own Data Science hacks, tips, and tricks, you can share it with the open community on this GitHub repository: Data Science hacks, tips and tricks on GitHub. In Proceedings of TheWebConf 2019. We thank everyone involved who made it so much fun 🤩Today we release a public archive of the conference site and share the lessons we learnt organising the virtual conference. The methodology is built upon a systematization of machine learning paradigms, in which I reveal a unifying formulation underlying a broad set of popular learning algorithms (ICLR'19 Workshop, NeurIPS'18, ICLR'18). Prior to this, I received B. Liwei Wang. ICLR论文解读~ 雷锋网AI科技评论按:本文对悉尼科技大学博士生董宣毅发表于 ICLR 2020 的录用Spotlight论文《NAS-BENCH-201: Extending the Scope of Reproducible Neural. Subspace Networks for Few-shot Classification Arnout Devos, Matthias Grossglauser arXiv 2019. PC Member: AAAI 2019-2020 Conference Reviewer: ICML 2018-2019, NeurIPS 2018-2020, ICLR 2019-2020, AISTATS 2019, ECCV 2020 Journal Reviewer: IEEE Transactions on Cybernetics ; IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) International Journal of Data Science and Analytics (JDSA). edu „ xiaolonw. ICLR 2020 image recognition paper preview. 2020-2021 International Conferences in Artificial Intelligence, Machine Learning, Computer Vision, Data Mining, Natural Language Processing and Robotics. Please join us on the 26th of April via the Official ICLR 2020 Virtual Workshop Portal. Language Modeling with Sparse Product of Sememe Experts. [4] Qing Qu, Yuexiang Zhai, Xiao Li, Yuqian Zhang, and Zhihui Zhu. 論文題目:Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings論文來源:ICLR 2020 斯坦福大學 Jure Leskovec. Papers Related to My PhD Thesis-Example Weighting in Classification and Distance Metric Learning · 24 Feb; AAAI-2020 · 21 Feb; arXiv-2020 · 16 Feb; ICLR-2020 · 02 Jan. If you prefer deep learning terms, then this is “a multi-layer representation for novel view synthesis that contains hallucinated color and depth structures in regions occluded in the original view”. May 6-9, New Orleans The performance of machine learning methods is heavily dependent on the choice of data representation (or features) on which they are applied. Hae Beom Lee, Juho Lee, Saehoon Kim, Eunho Yang, Sung Ju Hwang NeurIPS 2018. One paper got accepted by ICLR 2019. The deadline for submitting camera-ready submission is the 14 February 2020. Please cite our paper as below if you use the TabFact dataset. [ICLR 2020] Drawing Early-Bird Tickets: Towards More Efficient Training of Neural Networks 2019-10-02. [email protected] is maintained by the PML4DC Organizers. Project page: https://xiaohangzhan. Beyond "Tabula Rasa" in Reinforcement Learning Workshop (ICLR), 2020 (Oral). Are Transformers universal approximators of sequence-to-sequence functions? Large Batch Optimization for Deep Learning: Training BERT in 76 minutes. Kyle Wiggers @Kyle_L_Wiggers May 6, 2020 1:05 PM Facebook today announced that it plans to cancel its 2020-2021 in-person AI Residency program as a result of the novel coronavirus pandemic. Follow an Instruction to Solve a Complex Task Recipe: cooking fried rice Stir-fry the onions until tender,. Nov 2019: 1 paper accepted to AAAI 2020. Efficient Neural Architecture Transformation Searchin Channel-Level for Object Detection. Michaël Defferrard, Martino Milani, Frédérick Gusset, Nathanaël Perraudin, ICLR, 2020. NeuLab members have thirteen main conference paper presentations at ACL 2019, are presenting a paper and running a shared task at the co-located WMT 2019, and are presenting a paper at the BlackBoxNLP workshop!Come visit our posters/presentations if you're in Florence for the conferences. @inproceedings{2019TabFactA, title={TabFact : A Large-scale Dataset for Table-based Fact Verification}, author={Wenhu Chen, Hongmin Wang, Jianshu Chen, Yunkai Zhang, Hong Wang, Shiyang Li, Xiyou Zhou and William Yang Wang}, booktitle = {International Conference on Learning Representations (ICLR)}, address = {Addis Ababa, Ethiopia. Explaining Black Box Predictions and Unveiling Data Artifacts through Influence Functions Xiaochuang Han, Byron C. Episodic Memory in Lifelong Language Learning Cyprien de Masson d'Autume, Sebastian Ruder, Lingpeng Kong, and Dani Yogatama. 2020: Curating a COVID-19 data repository and forecasting county-level death counts in the United States: altieri et al. One paper is accepted by ICLR 2020. The planned dates are as follow: Submission date: 25 September 2019, 6pm EAT (East Africa Time, UTC+3). io Education CarnegieMellonUniversity Pittsburgh,PA,USA Ph. The reference implementation of "Multi-scale Attributed Node Embedding". Kaushik Mitra; Chennai, India: IIT for Villages - Volunteered to teach Physics and Mathematics for Higher Secondary School students from underprivileged sections of the society (2013-2017) Service. Camera ready: March 20, 2020; Workshop: April 26th, 2020; Deadlines are at 11:59 EAT (East African Time, EAT). "Automated Curriculum through Setter-Solver Interactions" ICLR 2020. Large Batch Optimization for Deep Learning: Training BERT in 76 minutes Yang You, Jing Li, Sashank Reddi, Jonathan Hseu, Sanjiv Kumar, Srinadh Bhojanapalli, Xiaodan Song, James Demmel, Kurt Keutzer, Cho-Jui Hsieh ICLR 2020,. NeurIPS 2018 and QIP 2019. One paper got accepted by CVPR 2019. Learning Dual Retrieval Module for Semi-supervised Relation Extraction. Use Git or checkout with SVN using the web URL. Each of the papers was presented by its authors through pre-recorded videos, and every paper was presented twice (in two. 2020-01-15: We present an anchor-free action tubelet detector, termed as MOC-Detector (code coming soon). From September 2017 to June 2019, I was a postdoctoral researcher at the machine learning group of Microsoft Research NYC. I gave a talk at United Imaging Intelligence (UII), Cambridge, MA. (Spotlight) Deep Symbolic Superoptimization Without Human Knowledge. Please cite our paper as below if you use the TabFact dataset. 12/08/2017 Invited talk at the NeurIPS workshop on Machine Deception, Long Beach, CA. 11 Our work on multi-modality pre-training (VL-BERT) was reviewed by Bill Gates and accepted by ICLR 2020. The ICLR Reproducbility Challenge is worth taking a look too, especially in terms of the GitHub setup - student groups in deep learning courses across the world tried their luck at reproducing papers. Watch Queue Queue. iclr, 2020 We can avoid the limitations of truncated backpropagation through time by introducing auxiliary variables and a regularization-type formulation of RNNs. Kristian Hartikainen, Xinyang Geng, Tuomas Haarnoja*, and Sergey Levine*. Haggai Maron, Gal Chechik Preprint, 2020. Efficientnet Keras Github. April 2020: A paper on the cross-lingual transferability of monolingual representations and a position paper on unsupervised cross-lingual learning have been accepted to ACL 2020. ; 2020-01-20: We propose an efficient video representation learning framwork, termed as CPD (code coming soon). Apr 2020: Our paper on robust autoencoders was accepted to IJCAI 2020. Submitted papers are expected to introduce novel ideas or results. 01/15/2020. 9%) Meta Dropout: Learning to Perturb Latent Features for Generalization. The ICLR Reproducbility Challenge is worth taking a look too, especially in terms of the GitHub setup - student groups in deep learning courses across the world tried their luck at reproducing papers. Composition-Based Multi-Relational Graph Convolutional Networks. The rapidly developing field of deep learning is concerned with questions surrounding how we can best learn meaningful and useful. Jahanian, L. Dec 2019 - Our TabFact paper was accepted to ICLR 2020! Dec 2019 - I will be traveling to NeurIPS 2019 at Vancouver, BC, Canada, see you there. For more details: Project webpage: https://devendrachaplot. NeuLab Presentations at ACL 2019. One of the world's major machine learning conferences, ICLR 2020 accepted 687 out of 2,594 papers and drew over 5,600 participants from nearly 90 countries — more than double from 2,700 physical attendees of ICLR 2019. 19 - Tensor2Tensor implementation of Quaternion Transformers is released on Github. Efficient Neural Architecture Transformation Searchin Channel-Level for Object Detection. The deadline for submitting camera-ready submission is the 14 February 2020. [ICLR 2020] Drawing Early-Bird Tickets: Towards More Efficient Training of Neural Networks 2019-10-02. Tim Rocktäschel is a Research Scientist at Facebook AI Research (FAIR) London and a Lecturer in the Department of Computer Science at University College London (UCL). Prior to that, he was a Postdoctoral Researcher in the Whiteson Research Lab, a Stipendiary Lecturer in Computer. The Best Reinforcement Learning Papers from the ICLR 2020 Conference Posted May 6, 2020 Last week I had a pleasure to participate in the International Conference on Learning Representations ( ICLR ), an event dedicated to the research on all aspects of representation learning, commonly known as deep learning. GitHub Gist: instantly share code, notes, and snippets. I gave a talk on `Optimal Transport in Biomedical Imaging' in the British Applied Mathematics Colloquium 2019 (BAMC'19), at Unviersity of Bath, UK - April 25 2019. One paper was accepted to ICLR 2020. student at Computer Science Department, Carnegie Mellon University, advised by Prof. It is collected by a team of NLP researchers at Carnegie Mellon University, Stanford University, and Université de Montréal. Large Batch Optimization for Deep Learning: Training BERT in 76 minutes Yang You, Jing Li, Sashank Reddi, Jonathan Hseu, Sanjiv Kumar, Srinadh Bhojanapalli, Xiaodan Song, James Demmel, Kurt Keutzer, Cho-Jui Hsieh ICLR 2020,. The 58th annual meeting of the Association for Computational Linguistics (ACL) will take place in Seattle, Washington at the Hyatt Regency Seattle in downtown Seattle from July 5th through July 10th, 2020. Sumanth Dathathri, Andrea Madotto, Janice Lan, Jane Hung, Eric Frank, Piero Molino, Jason Yosinski, Rosanne Liu International Conference on Learning Representations (ICLR) 2020; Counter-example guided learning of bounds on environment behavior Yuxiao Chen, Sumanth Dathathri, Tung M. Neural Information Processing Systems (NeurIPS) 2020. [April 2020] I won a best reviewer award at The ICLR workshop on Trustworthy ML co-located with ICLR 2020! [April 2020] One new technical report on measuring the rise of Sinophobic behaviors on the Web driven by COVID-19 is online, and I have talked to The Washington Post about it. But if you truly. Clone with HTTPS. student at Computer Science Department, Carnegie Mellon University, advised by Prof. Sep 2019 - I have joined in Amazon Search (A9), Search and NLP group, Palo, Alto, USA as an Applied Scientist Intern. 2019-20 New Year review January 9, 2020 Retrospective on the specification gaming examples list December 20, 2019 Classifying specification problems as variants of Goodhart’s Law August 19, 2019. Thuerey, V. Ummenhofer, L. We propose a robust state-based imitation learning method and unify global and local alignment constraints into a novel RL objective. One paper got accepted by ICLR 2019. [2019/10] Code for Adaptive Regularization in Neural Networks (in NeurIPS 2019) is released. Early research in AI was inspired by human intelligence and shaped by cognitive scientists (e. Our workshop on Adversarial Robustness in the Real World is accepted by ECCV 2020. Lectures on 03/19, 03/26, 04/02 will be held online. 8th International Conference on Learning Representations (ICLR), 2020. Liwei Wang. This project, open-sourced on GitHub, does exactly that. Visualizations Rating distribution. The tentative schedule is as follows: 09:00 - 09:10 Welcome Remarks; 09:10 - 09:45 Invited: Speaker 1. Each of the papers was presented by its authors through pre-recorded videos, and every paper was presented twice (in two. CVPR 2019 (oral) PDF Code Video. Since AI research can benefit from the input of a large range of talents across the world, the project seeks to develop ways for developers and organizations to collaborate more easily and effectively. [Jan 2020] Our paper on high-fidelity synthesis with disentangled representation is now available at arXiv. Byeongchang Kim, Jaewoo Ahn and Gunhee Kim ICLR 2020 (spotlight) [code/dataset] AudioCaps: Generating Captions for Audios in The Wild Chris Dongjoo Kim, Byeongchang Kim, Hyunmin Lee and Gunhee Kim NAACL-HLT 2019 (oral) Project Page [code/dataset] Abstractive Summarization of Reddit Posts with Multi-level Memory Networks. I am a member of the Computer Systems Lab, advised by Zhiru Zhang. 2019-11: 2 papers have been accepted by AAAI 2020. on Information Theory , 62(10): 5855 - 5880, Oct. GitHub is home to over 50 million developers working together to host and review code, manage projects, and build software together. [03/03/2020] I gave a colloquium talk at Yale University. Want to be notified of new releases in taki0112/UGATIT ? If nothing happens, download GitHub Desktop and try again. 4246 for rejected papers. Chen Dan's Homepage. International Conference on Learning Representations (ICLR), 2020 [ Video] Visualizing the Loss Landscape of Neural Nets Hao Li, Zheng Xu, Gavin Taylor, Christoph Studer, Tom Goldstein Neural Information Processing Systems (NeurIPS), 2018 [ Project] [ Code] [ Poster] Training Quantized Nets: A Deeper Understanding. February 14, 2020 The rise in ML community efforts on the African continent has led to a growing interest in Natural Language Processing, particularly for African languages which are typically low resource languages. AI for Earth Sciences #ai4earth at @ICLR2020 is streaming on April 26 PDT Home Schedule How to participate Speaker Info Calendar Organizers Committee Thank you for joining the 1st AI for Earth Sciences workshop virtually at ICLR and making it a success in these challenging times!!. Sep 2019 - Invited to serve as Program Committee for ICLR 2020. [project page] Wei Yang, Xiaolong Wang, Ali Farhadi, Abhinav Gupta and Roozbeh Mottaghi. Posted May 7, 2020 The International Conference on Learning Representations ( ICLR ) took place last week, and I had a pleasure to participate in it. 17-20 August 2020, Edmonton, AB, Canada. Byeongchang Kim, Jaewoo Ahn and Gunhee Kim ICLR 2020 (spotlight) [code/dataset] AudioCaps: Generating Captions for Audios in The Wild Chris Dongjoo Kim, Byeongchang Kim, Hyunmin Lee and Gunhee Kim NAACL-HLT 2019 (oral) Project Page [code/dataset] Abstractive Summarization of Reddit Posts with Multi-level Memory Networks. Span Recovery for Deep Neural Networks with Applications to Input Obfuscation with Rajesh Jayaram, David Woodruff. 随着 iclr 2020 的完美落幕,我们第一次见证了完全线上举行的大型人工智能会议,或许它会成为 ai 领域未来学术交流形态的开端。 不久之后在 6 月,计算机视觉会议 CVPR 2020 也将在线上举行;而机器学习会议 ICML 2020,也计划于 7 月在线召开。. [ openreview] DeepSphere: towards an equivariant graph-based spherical CNN, Michaël [ github, EPFL, moodle] Graph Signal Processing with the PyGSP, tutorial at the GraphSIP summer school, 2018. Hello! I am an assistant professor at the Computer Science Department, the University of Arizona. Journals: Unsupervised Neural Machine Translation with Cross-lingual Language Representation Agreement Haipeng Sun, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita, and Tiejun Zhao IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), vol. View the Project on GitHub iclr2020-fsai/FSAI. 2020-2021 International Conferences in Artificial Intelligence, Machine Learning, Computer Vision, Data Mining, Natural Language Processing and Robotics. Is used to filter for Event types: 'Breaks, Demonstrations, Invited Talks, Mini Symposiums, Orals, Placeholders, Posner Lectures, Posters, Sessions. GitHub is home to over 40 million developers working together to host and review code, manage projects, and build software together. Abstract Arxiv GitHub (TensorFlow) GitHub. I am a 4-th year PhD student at Stanford Computer Science advised by Stefano Ermon. This is informative about self-supervision and the role of augmentations. [4] Qing Qu, Yuexiang Zhai, Xiao Li, Yuqian Zhang, and Zhihui Zhu. Accepted as spotlight oral paper! Abstract: (Frankle & Carbin, 2019) shows that there exist winning tickets (small but critical subnetworks) for dense, randomly initialized networks, that can be trained alone to achieve comparable. Rough notes on a bunch of ICLR conference papers. Two papers were presented at WACV 2020. Important Dates. [2019/10] Summary / Slides for Transformer Dissection (in EMNLP 2019) is released. To help you, we’ve picked top stories of the week. Ramanan CATER: A diagnostic dataset for Compositional Actions and TEmporal Reasoning International Conference on Learning Representations (ICLR), 2020 (Oral Presentation) Holistic Video Understanding (HVU) Workshop, International Conference on Computer Vision (ICCV), 2019 (Oral Presentation) [] [] [Supplementary video] [ICLR Reviews] []. Submitted to ICLR 2020. I am a fourth year Ph. ICLR is globally renowned for presenting and publishing cutting-edge research on all aspects of deep learning used in the fields of artificial intelligence, statistics and data science, as well as important application areas such as machine vision, computational biology, speech recognition, text understanding, gaming, and robotics. (Early version from ICLR 2019 workshop). GitHub Gist: instantly share code, notes, and snippets. Feb 20, 2020. PDF Video Code Project. I gave a talk at Wayfair, Boston, MA. , 2018; Zhong et al. The reference implementation of "Multi-scale Attributed Node Embedding". I'd never been to Addis Ababa, the venue for ICLR 2020. For more details: Project webpage: https://devendrachaplot. Cognitive science and artificial intelligence (AI) have a long-standing shared history. The Efficiency of Human Cognition Reflects Planned Use of Information Processing. ICLR 2020 papers in two sentences This is a list of papers I went through during International Conference on Learning Representations (ICLR) 2020. While the details for remote presentation are being finalized, authors of accepted papers/posters are encouraged to view the ICLR virtual presentation guidelines here. [4] Qing Qu, Yuexiang Zhai, Xiao Li, Yuqian Zhang, and Zhihui Zhu. 19 - Awarded ACL scholarship. Yilun Du, Joshua Meier, Jerry Ma, Rob Fergus, Alexander Rives ICLR 2020 (Spotlight) Machine Learning in Computional Biology Workshop (Oral / Travel Award) Observational Overfitting in Reinforcement Learning Xingyou Song, Yiding Jiang, Yilun Du, Behnam Neyshabur ICLR 2020 NeurIPS 2019 Workshop on Optimization Frontiers of Reinforcement Learning. [1/2020] Practical Nonisotropic Monte Carlo Sampling in High Dimensions via Determinantal Point Processes will appear at AISTATS 2020 in Palermo. ICLR 2020 | reformer高效處理長序列,單機能跑,計算資源貧困人士的福音 原創 眨眼睛的小星星 2020-05-10 16:38 基於Transformer的各種巨型模型在各種自然語言處理任務中常常能夠取得最優結果,但這些模型的訓練成本往往過高,在針對長序列文本上尤甚。. 12:15 - 12:20 AI Commons. Publications. Sc from Department of Machine Intelligence, School of EECS, Peking University, where I worked with Prof. (Sunday is a full day industry expo) Sun (Expo) » Mon » Tue » Wed » Thu » Fri » Sat » Tutorials » Invited Talks » Orals » Accepted Papers. Asano, Christian Rupprecht, Andrea Vedaldi ICLR , 2020 bibtex. We invite submissions to the 2020 International Conference on Learning Representations, and welcome paper submissions from all areas of machine learning and deep learning. Mar 24, 2020: Two papers accepted for presentation at CVPR 2020!: Jan 25, 2020: I'm happy to announce that I obtained the ETH Medal (outstanding thesis award) for my PhD thesis!: Dec 21, 2019: Two papers accepted for presentation at ICLR 2020!: Nov 26, 2019: If you're interested in learning transferable representations, check out the Visual Task Adaptation Benchmark: paper, blog post, website. Accelerating Smooth Games by Manipulating Spectral Shapes, joint work with Waïss Azizian, Damien Scieur,Ioannis Mitliagkas and Simon Lacoste-Julien. February 14, 2020 The rise in ML community efforts on the African continent has led to a growing interest in Natural Language Processing, particularly for African languages which are typically low resource languages. [New] Discovering Motor Programs by Recomposing Demonstrations Tanmay Shankar, Shubham Tulsiani, Lerrel Pinto, Abhinav Gupta ICLR, 2020 pdf abstract bibtex We learn a space of motor primitives from unannotated robot demonstrations, and show these primitives are semantically meaningful and can be composed for new robot tasks. , 2018; Zhong et al. ICLR 2020, Virtual Event HOME PROGRAM ORGANIZERS AI4DEV DATES CALL FOR PAPERS. 04, May 2020. EAT is UTC+03:00. One paper got accepted by CVPR 2019. Boundedly Rational Concept Formation (Paper Forthcoming) BibTex. My research interests include hardware-aware algorithmic techniques for high-performance machine learning. Overview Check out our pick of the 30 most challenging open-source data science projects you should try in 2020 We cover a broad range … Github Intermediate Libraries Listicle Project Resource Pranav Dar , December 2, 2019. All the crawled data (sorted by the average ratings) can be found here. Example Search Queries: cornell. ai I am a postdoc at Vector Institute and University of Toronto with Rich Zemel, also collaborating with David Duvenaud and Roger Grosse. Reviewer, Neural Information Processing Systems (NeurIPS) 2020, Vancouver, Canada, Dec 6-12, 2020. Ekstrand, Sebastian Kohlmeier (TREC 2019) The 28th Text REtrieval Conference Proceedings. Before joining Tencent in March 2018, I worked in the Deep Learning Technology Center (DLTC) at Microsoft Research, Redmond, WA. Posted May 6, 2020 To stay on top of the latest news in Data Science, AI, tech, and ML, you need to follow the trends and changes. Foundation of Deep Learning. One of the world’s major machine learning conferences, ICLR 2020 accepted 687 out of 2,594 papers and drew over 5,600 participants from nearly 90 countries — more than double from 2,700 physical attendees of ICLR 2019. (Spotlight) Deep Symbolic Superoptimization Without Human Knowledge. I gave a talk at Wayfair, Boston, MA. Last week I had a pleasure to participate in the International Conference on Learning Representations (ICLR), an event dedicated to the research on all aspects of deep learning. 04/06/2018 Attended the Southern California Natural Language Processing Symposium, Irvine, CA. 01/2020 Excited to join once more as a Teaching Assistant from Feb - Aug, 2020 12/2019 Going to NeurIPS in Vancouver, Dec 8 - 14, 2019. AISTATS 2020. "Automated Curriculum through Setter-Solver Interactions" ICLR 2020.
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