hunoutl/paperlists huggingface dataset:
Title: Ewald-based Long-Range Message Passing for Molecular Graphs
Authors: Arthur Kosmala, Johannes Gasteiger, Nicholas Gao, Stephan Günnemann
Affiliations: Department of Computer Science & Munich Data Science Institute, Technical University of Munich, Germany; Google Research; Max Planck Institute for the Science of Light & Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany; Department of Computer Science & Munich Data Science Institute, Technical University of Munich, Germany; Department of Physics, Ludwig-Maximilians-Universität München, Germany; Department of Computer Science & Munich Data Science Institute, Technical University of Munich, Germany
Conference: icml 2023 (main track)
Decision: Poster
Title: Topologically Faithful Image Segmentation via Induced Matching of Persistence Barcodes
Authors: Nico Stucki, Johannes C. Paetzold, Suprosanna Shit, Bjoern H. Menze, Ulrich Bauer
Affiliations: TUM School of Computation, Information and Technology, Technical University of Munich, Germany; Munich Data Science Institute, Germany; Munich Center for Machine Learning, Germany; Department of Computing, Imperial College London, United Kingdom; TUM School of Computation, Information and Technology, Technical University of Munich, Germany; Department of Neuroradiology, Klinikum rechts der Isar, Germany; Department of Quantitative Biomedicine, University of Zurich, Switzerland; Department of Quantitative Biomedicine, University of Zurich, Switzerland
Conference: icml 2023 (main track)
Decision: Poster
Title: Bit Allocation using Optimization
Authors: Tongda Xu, Han Gao, Chenjian Gao, Yuanyuan Wang, Dailan He, Jinyong Pi, Jixiang Luo, Ziyu Zhu, Mao Ye, Hongwei Qin, Yan Wang, Jingjing Liu, Ya-Qin Zhang
Affiliations: SenseTime Research; Department of Computer Science and Technology, Tsinghua University; School of Vehicle and Mobility, Tsinghua University; University of Electronic Science and Technology of China; Tsinghua University; Institute for AI Industry Research (AIR), Tsinghua University; Beihang University
Conference: icml 2023 (main track)
Decision: Poster
Title: High-dimensional Clustering onto Hamiltonian Cycle
Authors: Tianyi Huang, Shenghui Cheng, Stan Z. Li, Zhengjun Zhang
Affiliations: 3School of Economics and Management, the University of Chinese Academy of Sciences, Beijing, China; 4School of Computer, Data & Information Sciences, the University of Wisconsin, Madison, USA; 1School of Engineering, Westlake University, Hangzhou, China; 2Westlake Institute for Advanced Study, Hangzhou, China
Conference: icml 2023 (main track)
Decision: Poster
Title: CocktailSGD: Fine-tuning Foundation Models over 500Mbps Networks
Authors: Jue Wang, Yucheng Lu, Binhang Yuan, Beidi Chen, Percy Liang, Christopher De Sa, Christopher Re, Ce Zhang
Affiliations: Carnegie Mellon University, USA; Stanford University, USA; ETH Zürich, Switzerland; Cornell University, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: On Computing Optimal Tree Ensembles
Authors: Christian Komusiewicz, Pascal Kunz, Frank Sommer, Manuel Sorge
Affiliations: Institute of Logic and Computation, TU Wien, Austria; Algorithmics and Computational Complexity, TU Berlin, Germany; Fakultät für Mathematik und Informatik, Friedrich-Schiller-Universität Jena, Germany; Algorithm Engineering, HU Berlin, Germany
Conference: icml 2023 (main track)
Decision: Poster
Title: BNN-DP: Robustness Certification of Bayesian Neural Networks via Dynamic Programming
Authors: Steven Adams, Andrea Patanè, Morteza Lahijanian, Luca Laurenti
Affiliations: School of Computer Science and Statistics, Trinity College Dublin, Dublin 2, Ireland; Delft Center for Systems and Control, Technical University of Delft, Delft, 2628 CD, The Netherlands; Departement of Aerospace Engineering Sciences and Computer Science, University of Colorado Boulder, Boulder, CO 80303, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Applied Online Algorithms with Heterogeneous Predictors
Authors: Jessica Maghakian, Russell Lee, Mohammad Hajiesmaili, Jian Li, Ramesh Sitaraman, Zhenhua Liu
Affiliations: Department of Electrical and Computer Engineering, SUNY Binghamton, Binghamton, NY, USA; Manning College of Information and Computer Sciences, UMass Amherst, Amherst, MA, USA; Akamai Tech, Cambridge, MA, USA; Department of Applied Mathematics & Statistics, Stony Brook University, Stony Brook, NY, USA; Manning College of Information and Computer Sciences, UMass Amherst, Amherst, MA, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Deja Vu: Contextual Sparsity for Efficient LLMs at Inference Time
Authors: Zichang Liu, Jue Wang, Tri Dao, Tianyi Zhou, Binhang Yuan, Zhao Song, Anshumali Shrivastava, Ce Zhang, Yuandong Tian, Christopher Ré, Beidi Chen
Affiliations: Meta AI (FAIR); Carnegie Mellon University; Zhe Jiang University; Rice University; Adobe Research; Stanford University; University of California, San Diego; ETH Zurich
Conference: icml 2023 (main track)
Decision: Oral
Title: Rockmate: an Efficient, Fast, Automatic and Generic Tool for Re-materialization in PyTorch
Authors: Xunyi Zhao, Théotime Le Hellard, Lionel Eyraud-Dubois, Julia Gusak, Olivier Beaumont
Affiliations: ´Ecole Normale Sup ´erieure, PSL University, Paris; Inria Center at the University of Bordeaux
Conference: icml 2023 (main track)
Decision: Oral
Title: Towards Understanding and Reducing Graph Structural Noise for GNNs
Authors: Mingze Dong, Yuval Kluger
Affiliations: Interdepartmental Program in Computational Biology & Bioinformatics, Yale University, New Haven, CT, USA; Department of Pathology, School of Medicine, Yale University, New Haven, CT, USA; Interdepartmental Program in Computational Biology & Bioinformatics, Yale University, New Haven, CT, USA; Department of Pathology, School of Medicine, Yale University, New Haven, CT, USA; Applied Math Program, Yale University, New Haven, CT, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Revisiting Pseudo-Label for Single-Positive Multi-Label Learning
Authors: Biao Liu, Ning Xu, Jiaqi Lv, Xin Geng
Affiliations: School of Computer Science and Engineering, Southeast University, Nanjing 210096, China; RIKEN Center for Advanced Intelligence Project, Tokyo 103-0027, Japan
Conference: icml 2023 (main track)
Decision: Poster
Title: Featured Graph Coarsening with Similarity Guarantees
Authors: Manoj Kumar, Anurag Sharma, Shashwat Saxena, Sandeep Kumar
Affiliations: Department of Mathematics and Computing, IIT Delhi, New Delhi, India; Department of Electrical Engineering, IIT Delhi, New Delhi, India; Bharti School Of Telecommunications Technology Management, IIT Delhi, New Delhi, India
Conference: icml 2023 (main track)
Decision: Poster
Title: Non-autoregressive Conditional Diffusion Models for Time Series Prediction
Authors: Lifeng Shen, James T. Kwok
Affiliations: Division of Emerging Interdisciplinary Areas, The Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong.; Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong.
Conference: icml 2023 (main track)
Decision: Poster
Title: CLUTR: Curriculum Learning via Unsupervised Task Representation Learning
Authors: Abdus Salam Azad, Izzeddin Gur, Jasper Emhoff, Nathaniel Alexis, Aleksandra Faust, Pieter Abbeel, Ion Stoica
Affiliations: University of California, Berkeley; Google Research
Conference: icml 2023 (main track)
Decision: Poster
Title: STEERING : Stein Information Directed Exploration for Model-Based Reinforcement Learning
Authors: Souradip Chakraborty, Amrit Singh Bedi, Alec Koppel, Mengdi Wang, Furong Huang, Dinesh Manocha
Affiliations: JP Morgan Chase AI Research, USA; Department of Electrical Engineering, Princeton University/Deepmind, Princeton, NJ, USA; Department of Computer Science, University of Maryland, College Park, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Fast Rates for Maximum Entropy Exploration
Authors: Daniil Tiapkin, Denis Belomestny, Daniele Calandriello, Éric Moulines, Rémi Munos, Alexey Naumov, Pierre Perrault, Yunhao Tang, Michal Valko, Pierre Ménard
Affiliations: École Polytechnique; ENS Lyon; HSE University; Duisburg-Essen University; Google DeepMind; IDEMIA
Conference: icml 2023 (main track)
Decision: Poster
Title: Semi-Parametric Contextual Pricing Algorithm using Cox Proportional Hazards Model
Authors: Young-Geun Choi, Gi-Soo Kim, Yunseo Choi, Wooseong Cho, Myunghee Cho Paik, Min-hwan Oh
Affiliations: Department of Statistics, Sookmyung Women’s University, Seoul, South Korea; Department of Industrial Engineering and Graduate School of Artiﬁcial Intelligence, Ulsan National Institute of Science and Technology (UNIST), Ulsan, South Korea; Graduate School of Data Science, Seoul National University, Seoul, South Korea; Department of Mathematics Education, Sungkyunkwan University, Seoul, South Korea; Department of Statistics, Seoul National University, Seoul, South Korea
Conference: icml 2023 (main track)
Decision: Poster
Title: PFGM++: Unlocking the Potential of Physics-Inspired Generative Models
Authors: Yilun Xu, Ziming Liu, Yonglong Tian, Shangyuan Tong, Max Tegmark, Tommi Jaakkola
Affiliations: Massachusetts Institute of Technology, MIT, Cambridge, MA, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Parameter-Level Soft-Masking for Continual Learning
Authors: Tatsuya Konishi, Mori Kurokawa, Chihiro Ono, Zixuan Ke, Gyuhak Kim, Bing Liu
Affiliations: KDDI Research, Inc., Fujimino, Japan; University of Illinois at Chicago, Chicago, United States
Conference: icml 2023 (main track)
Decision: Poster
Title: AdaBoost is not an Optimal Weak to Strong Learner
Authors: Mikael Møller Høgsgaard, Kasper Green Larsen, Martin Ritzert
Affiliations: Neural Data Science, Georg-August-Universität Göttingen, Göttingen, Germany; Group of Algorithms, Data Structures and Foundations of Machine Learning, Aarhus University, Aarhus, Denmark
Conference: icml 2023 (main track)
Decision: Oral
Title: Optimistic Online Mirror Descent for Bridging Stochastic and Adversarial Online Convex Optimization
Authors: Sijia Chen, Wei-Wei Tu, Peng Zhao, Lijun Zhang
Affiliations: National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing 210023, China; Peng Cheng Laboratory, Shenzhen 518055, China; Paradigm, Beijing, China; ChaLearn, USA; National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing 210023, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Pruning via Sparsity-indexed ODE: a Continuous Sparsity Viewpoint
Authors: Zhanfeng Mo, Haosen Shi, Sinno Jialin Pan
Affiliations: Department of Computer Science and Engineering, Chinese University of Hong Kong; School of Computer Science and Engineering, NTU, Singapore and Continental-NTU Corporate Lab, NTU Singapore; School of Computer Science and Engineering, NTU, Singapore
Conference: icml 2023 (main track)
Decision: Poster
Title: PAC-Bayesian Offline Contextual Bandits With Guarantees
Authors: Otmane Sakhi, Pierre Alquier, Nicolas Chopin
Affiliations: Criteo AI Lab, Paris, France; CREST, ENSAE, IPP, Palaiseau, France; ESSEC Business School, Asia-Pacific campus, Singapore; CREST, ENSAE, IPP, Palaiseau, France
Conference: icml 2023 (main track)
Decision: Poster
Title: MetricGAN-OKD: Multi-Metric Optimization of MetricGAN via Online Knowledge Distillation for Speech Enhancement
Authors: Wooseok Shin, Byung Hoon Lee, Jin Sob Kim, Hyun Joon Park, Sung Won Han
Affiliations: School of Industrial and Management Engineering, Korea University, Seoul, Republic of Korea
Conference: icml 2023 (main track)
Decision: Poster
Title: Multi-Fidelity Covariance Estimation in the Log-Euclidean Geometry
Authors: Aimee Maurais, Terrence Alsup, Benjamin Peherstorfer, Youssef Marzouk
Affiliations: Courant Institute of Mathematical Sciences, New York University, New York, NY USA; Massachusetts Institute of Technology, Cambridge, MA USA
Conference: icml 2023 (main track)
Decision: Poster
Title: MultiRobustBench: Benchmarking Robustness Against Multiple Attacks
Authors: Sihui Dai, Saeed Mahloujifar, Chong Xiang, Vikash Sehwag, Pin-Yu Chen, Prateek Mittal
Affiliations: IBM Research; Electrical and Computer Engineering, Princeton University
Conference: icml 2023 (main track)
Decision: Poster
Title: Primal and Dual Analysis of Entropic Fictitious Play for Finite-sum Problems
Authors: Atsushi Nitanda, Kazusato Oko, Denny Wu, Nobuhito Takenouchi, Taiji Suzuki
Affiliations: 3University of Tokyo, 2Center for Advanced Intelligence Project; 1Kyushu Institute of Technology, 2Center for Advanced Intelligence Project; 2Center for Advanced Intelligence Project, 3University of Tokyo; 4University of Toronto, 5Vector Institute for Artificial intelligence; 1Kyushu Institute of Technology
Conference: icml 2023 (main track)
Decision: Poster
Title: Finite-Sample Analysis of Learning High-Dimensional Single ReLU Neuron
Authors: Jingfeng Wu, Difan Zou, Zixiang Chen, Vladimir Braverman, Quanquan Gu, Sham M. Kakade
Affiliations: Department of Computer Science, The University of Hong Kong; Department of Computer Science, University of California, Los Angeles; Department of Computer Science and Department of Statistics, Harvard University; Department of Computer Science, Johns Hopkins University; Department of Computer Science, Rice University
Conference: icml 2023 (main track)
Decision: Poster
Title: Probabilistic Concept Bottleneck Models
Authors: Eunji Kim, Dahuin Jung, Sangha Park, Siwon Kim, Sungroh Yoon
Affiliations: Department of Electrical and Computer Engineering, Seoul National University, Seoul, Korea; Interdisciplinary Program in Artificial Intelligence, Seoul National University, Seoul, Korea; Department of Electrical and Computer Engineering, Seoul National University, Seoul, Korea
Conference: icml 2023 (main track)
Decision: Poster
Title: SeMAIL: Eliminating Distractors in Visual Imitation via Separated Models
Authors: Shenghua Wan, Yucen Wang, Minghao Shao, Ruying Chen, De-Chuan Zhan
Affiliations: National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China
Conference: icml 2023 (main track)
Decision: Poster
Title: InfoDiffusion: Representation Learning Using Information Maximizing Diffusion Models
Authors: Yingheng Wang, Yair Schiff, Aaron Gokaslan, Weishen Pan, Fei Wang, Christopher De Sa, Volodymyr Kuleshov
Affiliations: Department of Population Health Sciences, Weill Cornell Medicine, New York City, NY, USA; Department of Computer Science, Cornell University, Ithaca, NY, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: CrossSplit: Mitigating Label Noise Memorization through Data Splitting
Authors: Jihye Kim, Aristide Baratin, Yan Zhang, Simon Lacoste-Julien
Affiliations: SAIT AI Lab, Montreal, Canada; Mila, Université de Montreal, Canada; Canada CIFAR AI Chair; Samsung Advanced Institute of Technology (SAIT), Suwon, South Korea; Work done as a visiting researcher at SAIT AI Lab, Montreal, Canada; SAIT AI Lab, Montreal, Canada
Conference: icml 2023 (main track)
Decision: Poster
Title: ACAT: Adversarial Counterfactual Attention for Classification and Detection in Medical Imaging
Authors: Alessandro Fontanella, Antreas Antoniou, Wenwen Li, Joanna Wardlaw, Grant Mair, Emanuele Trucco, Amos Storkey
Affiliations: V AMPIRE project / CVIP, Computing, School of Science and Engineering, University of Dundee, UK; School of Informatics, University of Edinburgh, Edinburgh, UK; Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK
Conference: icml 2023 (main track)
Decision: Poster
Title: Conformal Prediction for Federated Uncertainty Quantification Under Label Shift
Authors: Vincent Plassier, Mehdi Makni, Aleksandr Rubashevskii, Eric Moulines, Maxim Panov
Affiliations: CMAP, Ecole Polytechnique, Paris, France; Mohamed bin Zayed University of Artificial Intelligence, Masdar City, UAE; Technology Innovation Institute, Abu Dhabi, UAE; Skolkovo Institute of Science and Technology, Moscow, Russia; Mohamed bin Zayed University of Artificial Intelligence, Masdar City, UAE; Lagrange Mathematics and Computing Research Center, Paris, France; CMAP, Ecole Polytechnique, Paris, France
Conference: icml 2023 (main track)
Decision: Poster
Title: Multi-Objective GFlowNets
Authors: Moksh Jain, Sharath Chandra Raparthy, Alex Hernandez-Garcia, Jarrid Rector-Brooks, Yoshua Bengio, Santiago Miret, Emmanuel Bengio
Affiliations: Recursion; Université de Montréal, Mila - Quebec AI Institute, CIFAR Fellow & IVADO; Intel Labs; Université de Montréal, Mila - Quebec AI Institute
Conference: icml 2023 (main track)
Decision: Poster
Title: Prototype-Sample Relation Distillation: Towards Replay-Free Continual Learning
Authors: Nader Asadi, MohammadReza Davari, Sudhir Mudur, Rahaf Aljundi, Eugene Belilovsky
Affiliations: Concordia University, Mila - Quebec AI Institute; Concordia University; Toyota Motor Europe
Conference: icml 2023 (main track)
Decision: Poster
Title: Randomized Gaussian Process Upper Confidence Bound with Tighter Bayesian Regret Bounds
Authors: Shion Takeno, Yu Inatsu, Masayuki Karasuyama
Affiliations: Department of Computer Science, Nagoya Institute of Technology, Aichi, Japan; 1Department of Computer Science, Nagoya Institute of Technology, Aichi, Japan2RIKEN AIP, Tokyo, Japan
Conference: icml 2023 (main track)
Decision: Poster
Title: End-to-End Full-Atom Antibody Design
Authors: Xiangzhe Kong, Wenbing Huang, Yang Liu
Affiliations: Gaoling School of Artificial Intelligence, Renmin University of China; Beijing Key Laboratory of Big Data Management and Analysis Methods, Beijing, China; Dept. of Comp. Sci. & Tech., Institute for AI, BNRist Center, Tsinghua University; Institute for AI Industry Research (AIR), Tsinghua University
Conference: icml 2023 (main track)
Decision: Poster
Title: Learning to Boost Training by Periodic Nowcasting Near Future Weights
Authors: Jinhyeok Jang, Woo-han Yun, Won Hwa Kim, Youngwoo Yoon, Jaehong Kim, Jaeyeon Lee, ByungOk Han
Affiliations: POSTECH; ETRI
Conference: icml 2023 (main track)
Decision: Poster
Title: Trading-Off Payments and Accuracy in Online Classification with Paid Stochastic Experts
Authors: Dirk van der Hoeven, Ciara Pike-Burke, Hao Qiu, Nicolò Cesa-Bianchi
Affiliations: Politecnico di Milano, Milan, Italy; Department of Mathematics, Imperial College London, London, UK; Korteweg-de Vries Institute for Mathematics University of Amsterdam, Amsterdam, The Netherlands; Universit `a degli Studi di Milano, Milan, Italy
Conference: icml 2023 (main track)
Decision: Poster
Title: Surrogate Module Learning: Reduce the Gradient Error Accumulation in Training Spiking Neural Networks
Authors: Shikuang Deng, Hao Lin, Yuhang Li, Shi Gu
Affiliations: Yale University; University of Electronic Science and Technology of China, Shenzhen Institute for Advanced Study, UESTC; University of Electronic Science and Technology of China
Conference: icml 2023 (main track)
Decision: Poster
Title: Graph Mixup with Soft Alignments
Authors: Hongyi Ling, Zhimeng Jiang, Meng Liu, Shuiwang Ji, Na Zou
Affiliations: Department of Engineering Technology & Industrial Distribution, Texas A&M University, TX, USA; Department of Computer Science & Engineering, Texas A&M University, TX, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Temporal Label Smoothing for Early Event Prediction
Authors: Hugo Yèche, Alizée Pace, Gunnar Rätsch, Rita Kuznetsova
Affiliations: Max Planck Institute for Intelligent Systems, Tübingen, Germany; Department of Computer Science, ETH Zürich, Switzerland; Swiss Institute for Bioinformatics, Zürich, Switzerland; ETH AI Center, ETH Zürich, Switzerland
Conference: icml 2023 (main track)
Decision: Poster
Title: Parallel Neurosymbolic Integration with Concordia
Authors: Jonathan Feldstein, Modestas Jurčius, Efthymia Tsamoura
Affiliations: Samsung AI, Cambridge, United Kingdom; 1University of Edinburgh, Edinburgh, United Kingdom; 3Mintis AI, Kaunas, Lithuania; 1University of Edinburgh, Edinburgh, United Kingdom; 2BENNU.AI, Edinburgh, United Kingdom
Conference: icml 2023 (main track)
Decision: Poster
Title: An Effective Meaningful Way to Evaluate Survival Models
Authors: Shi-ang Qi, Neeraj Kumar, Mahtab Farrokh, Weijie Sun, Li-Hao Kuan, Rajesh Ranganath, Ricardo Henao, Russell Greiner
Affiliations: Biostatistics & Bioinformatics, Duke University, Durham, USA; Computer Science & Center for Data Science, New York University, New York City, USA; Alberta Machine Intelligence Institute, Edmonton, Canada; Computing Science, University of Alberta, Edmonton, Canada
Conference: icml 2023 (main track)
Decision: Poster
Title: D2Match: Leveraging Deep Learning and Degeneracy for Subgraph Matching
Authors: Xuanzhou Liu, Lin Zhang, Jiaqi Sun, Yujiu Yang, Haiqin Yang
Affiliations: Shenzhen International Graduate School, Tsinghua University, Shenzhen, China; International Digital Economy Academy (IDEA)
Conference: icml 2023 (main track)
Decision: Poster
Title: Certifying Ensembles: A General Certification Theory with S-Lipschitzness
Authors: Aleksandar Petrov, Francisco Eiras, Amartya Sanyal, Philip H.S. Torr, Adel Bibi
Affiliations: ETH AI Center, ETH Zurich, Zurich, Switzerland; Department of Computer Science, University of Oxford, Oxford, UK; Department of Engineering Science, University of Oxford, Oxford, UK
Conference: icml 2023 (main track)
Decision: Poster
Title: An Investigation of Model-Free Planning
Authors: Arthur Guez, Mehdi Mirza, Karol Gregor, Rishabh Kabra, Sebastien Racaniere, Theophane Weber, David Raposo, Adam Santoro, Laurent Orseau, Tom Eccles, Greg Wayne, David Silver, Timothy Lillicrap
Conference: icml 2019 (main track)
Decision: Oral
Title: Beyond Backprop: Online Alternating Minimization with Auxiliary Variables
Authors: Anna Choromanska, Benjamin Cowen, Sadhana Kumaravel, Ronny Luss, Mattia Rigotti, Irina Rish, Paolo DiAchille, Viatcheslav Gurev, Brian Kingsbury, Ravi Tejwani, Djallel Bouneffouf
Conference: icml 2019 (main track)
Decision: Oral
Title: MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing
Authors: Sami Abu-El-Haija, Bryan Perozzi, Amol Kapoor, Nazanin Alipourfard, Kristina Lerman, Hrayr Harutyunyan, Greg Ver Steeg, Aram Galstyan
Conference: icml 2019 (main track)
Decision: Oral
Title: Accuracy on the Line: on the Strong Correlation Between Out-of-Distribution and In-Distribution Generalization
Authors: John Miller, Rohan Taori, Aditi Raghunathan, Shiori Sagawa, Pang Wei Koh, Vaishaal Shankar, Percy Liang, Yair Carmon, Ludwig Schmidt
Conference: icml 2021 (main track)
Decision: Spotlight
Title: Actionable Models: Unsupervised Offline Reinforcement Learning of Robotic Skills
Authors: Yevgen Chebotar, Karol Hausman, Yao Lu, Ted Xiao, Dmitry Kalashnikov, Jacob Varley, Alexander Irpan, Benjamin Eysenbach, Ryan C Julian, Chelsea Finn, Sergey Levine
Conference: icml 2021 (main track)
Decision: Spotlight
Title: BANG: Bridging Autoregressive and Non-autoregressive Generation with Large Scale Pretraining
Authors: Weizhen Qi, Yeyun Gong, Jian Jiao, Yu Yan, Weizhu Chen, Dayiheng Liu, Kewen Tang, Houqiang Li, Jiusheng Chen, Ruofei Zhang, Ming Zhou, Nan Duan
Conference: icml 2021 (main track)
Decision: Spotlight
Title: Catastrophic Fisher Explosion: Early Phase Fisher Matrix Impacts Generalization
Authors: Stanislaw Jastrzebski, Devansh Arpit, Oliver Astrand, Giancarlo Kerg, Huan Wang, Caiming Xiong, Richard Socher, Kyunghyun Cho, Krzysztof J Geras
Conference: icml 2021 (main track)
Decision: Spotlight
Title: Counterfactual Credit Assignment in Model-Free Reinforcement Learning
Authors: Thomas Mesnard, Theophane Weber, Fabio Viola, Shantanu Thakoor, Alaa Saade, Anna Harutyunyan, Will Dabney, Thomas Stepleton, Nicolas Heess, Arthur Guez, Eric Moulines, Marcus Hutter, Lars Buesing, Remi Munos
Conference: icml 2021 (main track)
Decision: Spotlight
Title: Data-efficient Hindsight Off-policy Option Learning
Authors: Markus Wulfmeier, Dushyant Rao, Roland Hafner, Thomas Lampe, Abbas Abdolmaleki, Tim Hertweck, Michael Neunert, Dhruva Tirumala Bukkapatnam, Noah Siegel, Nicolas Heess, Martin Riedmiller
Conference: icml 2021 (main track)
Decision: Spotlight