hunoutl/paperlists huggingface dataset:
Title: Achieving Hierarchy-Free Approximation for Bilevel Programs with Equilibrium Constraints
Authors: Jiayang Li, Jing Yu, Boyi Liu, Yu Nie, Zhaoran Wang
Affiliations: Department of Civil and Environmental Engineering, Northwestern University, Evanston, IL, USA; Department of Industrial Engineering and Management Science Engineering, Northwestern University, Evanston, IL, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Effective Minkowski Dimension of Deep Nonparametric Regression: Function Approximation and Statistical Theories
Authors: Zixuan Zhang, Minshuo Chen, Mengdi Wang, Wenjing Liao, Tuo Zhao
Affiliations: Electrical and Computer Engineering, Princeton University, NJ, USA; School of Mathematics, Georgia Institute of Technology, Atlanta, GA, USA; School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Transformers as Algorithms: Generalization and Stability in In-context Learning
Authors: Yingcong Li, M. Emrullah Ildiz, Dimitris Papailiopoulos, Samet Oymak
Affiliations: University of California, Riverside; University of Wisconsin, Madison; University of Michigan, Ann Arbor
Conference: icml 2023 (main track)
Decision: Poster
Title: A theory of continuous generative flow networks
Authors: Salem Lahlou, Tristan Deleu, Pablo Lemos, Dinghuai Zhang, Alexandra Volokhova, Alex Hernández-García, Léna Néhale Ezzine, Yoshua Bengio, Nikolay Malkin
Affiliations: Mila, Université de Montréal; Mila, Université de Montréal, CIFAR; Mila, Université de Montréal, Ciela Institute
Conference: icml 2023 (main track)
Decision: Poster
Title: When does Privileged information Explain Away Label Noise?
Authors: Guillermo Ortiz-Jimenez, Mark Collier, Anant Nawalgaria, Alexander D'Amour, Jesse Berent, Rodolphe Jenatton, Effrosyni Kokiopoulou
Affiliations: Ecole Polytechnique Fédérale de Lausanne (EPFL). Work done during an internship at Google.; Google Research
Conference: icml 2023 (main track)
Decision: Poster
Title: LinSATNet: The Positive Linear Satisfiability Neural Networks
Authors: Runzhong Wang, Yunhao Zhang, Ziao Guo, Tianyi Chen, Xiaokang Yang, Junchi Yan
Affiliations: Department of Computer Science and Engineering, and MoE Key Lab of Artiﬁcial Intelligence, Shanghai Jiao Tong University; Shanghai AI Laboratory; Department of Computer Science and Engineering, and MoE Key Lab of Artiﬁcial Intelligence, Shanghai Jiao Tong University
Conference: icml 2023 (main track)
Decision: Poster
Title: Emergent Asymmetry of Precision and Recall for Measuring Fidelity and Diversity of Generative Models in High Dimensions
Authors: Mahyar Khayatkhoei, Wael AbdAlmageed
Affiliations: Ming Hsieh Department of Electrical and Computer Engineering, University of Southern California, Los Angeles, CA, USA; Information Sciences Institute, University of Southern California, Marina del Rey, CA, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Understanding and Generalizing Contrastive Learning from the Inverse Optimal Transport Perspective
Authors: Liangliang Shi, Gu Zhang, Haoyu Zhen, Jintao Fan, Junchi Yan
Affiliations: Department of Computer Science and Engineering, and MoE Key Lab of Artificial Intelligence, Shanghai Jiao Tong University
Conference: icml 2023 (main track)
Decision: Poster
Title: Towards Understanding Generalization of Macro-AUC in Multi-label Learning
Authors: Guoqiang Wu, Chongxuan Li, Yilong Yin
Affiliations: School of Software, Shandong University; Gaoling School of AI, Renmin University of China; Beijing Key Laboratory of Big Data Management and Analysis Methods, Beijing, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Improved Regret for Efficient Online Reinforcement Learning with Linear Function Approximation
Authors: Uri Sherman, Tomer Koren, Yishay Mansour
Affiliations: Blavatnik School of Computer Science, Tel Aviv University, Tel Aviv, Israel; Blavatnik School of Computer Science, Tel Aviv University, Tel Aviv, Israel; Google Research, Tel Aviv, Israel
Conference: icml 2023 (main track)
Decision: Poster
Title: Explaining the effects of non-convergent MCMC in the training of Energy-Based Models
Authors: Elisabeth Agoritsas, Giovanni Catania, Aurélien Decelle, Beatriz Seoane
Affiliations: Department of Quantum Matter Physics, University of Geneva, 1211 Geneva, Switzerland; Departamento de Física Teórica, Universidad Complutense de Madrid, 28040 Madrid, Spain
Conference: icml 2023 (main track)
Decision: Poster
Title: Facial Expression Recognition with Adaptive Frame Rate based on Multiple Testing Correction
Authors: Andrey V. Savchenko
Affiliations: 1Sber AI Lab, Moscow, Russia2ISP RAS Research Center for Trusted Artificial Intelligence3HSE University, Laboratory of Algorithms and Technologies for Network Analysis, Nizhny Novgorod, Russia
Conference: icml 2023 (main track)
Decision: Oral
Title: Gradient Descent Finds the Global Optima of Two-Layer Physics-Informed Neural Networks
Authors: Yihang Gao, Yiqi Gu, Michael K. Ng
Affiliations: School of Mathematical Sciences, University of Electronic Science and Technology of China, Sichuan 611731, China; Department of Mathematics, The University of Hong Kong, Pokfulam, Hong Kong
Conference: icml 2023 (main track)
Decision: Poster
Title: Lazy Agents: A New Perspective on Solving Sparse Reward Problem in Multi-agent Reinforcement Learning
Authors: Boyin Liu, Zhiqiang Pu, Yi Pan, Jianqiang Yi, Yanyan Liang, Du Zhang
Affiliations: Macau University of Science and Technology, Macau 999078, China; School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing 100049, China; Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China
Conference: icml 2023 (main track)
Decision: Poster
Title: mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video
Authors: Haiyang Xu, Qinghao Ye, Ming Yan, Yaya Shi, Jiabo Ye, Yuanhong Xu, Chenliang Li, Bin Bi, Qi Qian, Wei Wang, Guohai Xu, Ji Zhang, Songfang Huang, Fei Huang, Jingren Zhou
Affiliations: DAMO Academy, Alibaba Group, China
Conference: icml 2023 (main track)
Decision: Poster
Title: CLIPood: Generalizing CLIP to Out-of-Distributions
Authors: Yang Shu, Xingzhuo Guo, Jialong Wu, Ximei Wang, Jianmin Wang, Mingsheng Long
Affiliations: Tencent Inc, China; School of Software, BNRist, Tsinghua University
Conference: icml 2023 (main track)
Decision: Poster
Title: Beyond Exponentially Fast Mixing in Average-Reward Reinforcement Learning via Multi-Level Monte Carlo Actor-Critic
Authors: Wesley A. Suttle, Amrit Singh Bedi, Bhrij Patel, Brian M. Sadler, Alec Koppel, Dinesh Manocha
Affiliations: JP Morgan Chase AI Research, USA; U.S. Army Research Laboratory, Adelphi, MD, USA; Department of Computer Science, University of Maryland, College Park, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Hypothesis Transfer Learning with Surrogate Classification Losses: Generalization Bounds through Algorithmic Stability
Authors: Anass Aghbalou, Guillaume Staerman
Affiliations: Université Paris-Saclay, Inria, CEA, Palaiseau, 91120, France; Télécom Paris, Institut Polytechnique de Paris, LTCI, Palaiseau, France
Conference: icml 2023 (main track)
Decision: Poster
Title: Graph Neural Tangent Kernel: Convergence on Large Graphs
Authors: Sanjukta Krishnagopal, Luana Ruiz
Affiliations: 1Dept. of Electrical Engineering and Computer Science, 2Dept. of Mathematics, UCLA, Work done in part while visiting the Simons Institute for the Theory of Computing.; 3MIT CSAIL
Conference: icml 2023 (main track)
Decision: Poster
Title: Is Consensus Acceleration Possible in Decentralized Optimization over Slowly Time-Varying Networks?
Authors: Dmitry Metelev, Alexander Rogozin, Dmitry Kovalev, Alexander Gasnikov
Affiliations: HSE University, Moscow, Russia; Moscow Institute of Physics and Technology, Moscow, Russia; Universit ´e Catholique de Louvain, Ottignies-Louvain-la-Neuve, Belgium; ISP RAS Research Center for Trusted Artificial Intelligence, Skolkovo Institute of Science and Technology, Moscow, Russia
Conference: icml 2023 (main track)
Decision: Poster
Title: Learning Compiler Pass Orders using Coreset and Normalized Value Prediction
Authors: Youwei Liang*, Kevin Stone*, Ali Shameli, Chris Cummins, Mostafa Elhoushi, Jiadong Guo, Benoit Steiner, Xiaomeng Yang, Pengtao Xie, Hugh Leather, Yuandong Tian
Affiliations: Meta AI; Anthropic; University of California, San Diego
Conference: icml 2023 (main track)
Decision: Poster
Title: Sequential Counterfactual Risk Minimization
Authors: Houssam Zenati, Eustache Diemert, Matthieu Martin, Julien Mairal, Pierre Gaillard
Affiliations: Criteo AI Lab, Univ. Grenoble Alpes, Inria, CNRS, Grenoble INP, LJK, 38000 Grenoble, France; Univ. Grenoble Alpes, Inria, CNRS, Grenoble INP, LJK, 38000 Grenoble, France
Conference: icml 2023 (main track)
Decision: Poster
Title: Stabilizing GANs' Training with Brownian Motion Controller
Authors: Tianjiao Luo, Ziyu Zhu, Jianfei Chen, Jun Zhu
Affiliations: Dept. of Comp. Sci. & Tech., Institute for AI, BNRist Center, Tsinghua-Bosch Joint ML Center, THBI Lab, Tsinghua University, Pazhou Lab (Huangpu), Guangzhou, China; Dept. of Comp. Sci. & Tech., Institute for AI, BNRist Center, Tsinghua-Bosch Joint ML Center, THBI Lab, Tsinghua University
Conference: icml 2023 (main track)
Decision: Poster
Title: Adversarial Learning of Distributional Reinforcement Learning
Authors: Yang Sui, Yukun Huang, Hongtu Zhu, Fan Zhou
Affiliations: School of Statistics and Management, Shanghai University of Finance and Economics, Shanghai, China; Departments of Biostatistics, Statistics, Computer Science, and Genetics, The University of North Carolina at Chapel Hill, Chapel Hill, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Block Subsampled Randomized Hadamard Transform for Nyström Approximation on Distributed Architectures
Authors: Oleg Balabanov, Matthias Beaupère, Laura Grigori, Victor Lederer
Affiliations: Sorbonne Université, Inria, CNRS, Université de Paris, Laboratoire Jacques-Louis Lions, Paris, France; Work performed while at Sorbonne Université, Inria, CNRS, Université de Paris, Laboratoire Jacques-Louis Lions, Paris, France; Paul Scherrer Institute, Laboratory for Simulation and Modelling, 5232 PSI Villigen, and École Polytechnique Fédérale de Lausanne (EPFL), Institute of Mathematics, 1015 Lausanne, Switzerland
Conference: icml 2023 (main track)
Decision: Poster
Title: On the Relationship Between Explanation and Prediction: A Causal View
Authors: Amir-Hossein Karimi, Krikamol Muandet, Simon Kornblith, Bernhard Schölkopf, Been Kim
Affiliations: MPI for Intelligent Systems, ETH Zurich, Google Research, Brain Team; CISPA-Helmholtz Center for Information Security; MPI for Intelligent Systems; Google Research, Brain Team
Conference: icml 2023 (main track)
Decision: Poster
Title: Model Ratatouille: Recycling Diverse Models for Out-of-Distribution Generalization
Authors: Alexandre Ramé, Kartik Ahuja, Jianyu Zhang, Matthieu Cord, Léon Bottou, David Lopez-Paz
Affiliations: Meta AI, Paris, France; NYU, New-York, USA; Sorbonne Université, CNRS, ISIR, Paris, France; Meta AI, Paris, France; Meta AI, Paris, France; Sorbonne Université, CNRS, ISIR, Paris, France
Conference: icml 2023 (main track)
Decision: Poster
Title: Context Consistency Regularization for Label Sparsity in Time Series
Authors: Yooju Shin, Susik Yoon, Hwanjun Song, Dongmin Park, Byunghyun Kim, Jae-Gil Lee, Byung Suk Lee
Affiliations: AWS AI Labs, USA; School of Computing, KAIST, Korea; Graduate School of Data Science, KAIST, Korea; Department of Computer Science, University of Vermont, USA; Department of Computer Science, University of Illinois at Urbana-Champaign, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Convex Geometry of ReLU-layers, Injectivity on the Ball and Local Reconstruction
Authors: Daniel Haider, Martin Ehler, Peter Balazs
Affiliations: Acoustics Research Institute, Vienna, Austria; Acoustics Research Institute, Vienna, Austria; University of Vienna, Department of Mathematics, Austria; University of Vienna, Department of Mathematics, Austria
Conference: icml 2023 (main track)
Decision: Poster
Title: Nearly-tight Bounds for Deep Kernel Learning
Authors: Yi-Fan Zhang, Min-Ling Zhang
Affiliations: School of Cyber Science and Engineering, Southeast University, Nanjing 210096, China; Key Laboratory of Computer Network and Information Integration (Southeast University), Ministry of Education, China; School of Computer Science and Engineering, Southeast University, Nanjing 210096, China
Conference: icml 2023 (main track)
Decision: Poster
Title: The Virtues of Laziness in Model-based RL: A Unified Objective and Algorithms
Authors: Anirudh Vemula, Yuda Song, Aarti Singh, J. Andrew Bagnell, Sanjiban Choudhury
Affiliations: Computer Science, Cornell University, Ithaca NY USA; School of Computer Science, Carnegie Mellon University, Pittsburgh, PA USA; Aurora Innovation, Pittsburgh, PA USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Near-Optimal $\Phi$-Regret Learning in Extensive-Form Games
Authors: Ioannis Anagnostides, Gabriele Farina, Tuomas Sandholm
Affiliations: Department of Computer Science, Carnegie Mellon University, Pittsburgh, USA; FAIR, Meta AI; Strategy Robot, Inc., Optimized Markets, Inc., Strategic Machine, Inc.
Conference: icml 2023 (main track)
Decision: Poster
Title: How much does Initialization Affect Generalization?
Authors: Sameera Ramasinghe, Lachlan MacDonald, Moshiur Farazi, Hemanth Saratchandran, Simon Lucey
Affiliations: Machine Learning and Artificial Intelligence FSP, Data61-CSIRO; Australian Institute of Machine Learning, University of Adelaide, Adelaide SA, Australia; Amazon, Australia
Conference: icml 2023 (main track)
Decision: Poster
Title: Unlocking Slot Attention by Changing Optimal Transport Costs
Authors: Yan Zhang, David W. Zhang, Simon Lacoste-Julien, Gertjan J. Burghouts, Cees G. M. Snoek
Affiliations: Mila, Université de Montreal; Samsung - SAIT AI Lab, Montreal; University of Amsterdam; TNO
Conference: icml 2023 (main track)
Decision: Poster
Title: Demystifying Uneven Vulnerability of Link Stealing Attacks against Graph Neural Networks
Authors: He Zhang, Bang Wu, Shuo Wang, Xiangwen Yang, Minhui Xue, Shirui Pan, Xingliang Yuan
Affiliations: School of Information and Communication Technology, Griffith University, Australia; Department of Software Systems and Cybersecurity, Faculty of Information Technology, Monash University, Australia; CSIRO’s Data61, Australia
Conference: icml 2023 (main track)
Decision: Poster
Title: Two Losses Are Better Than One: Faster Optimization Using a Cheaper Proxy
Authors: Blake Woodworth, Konstantin Mishchenko, Francis Bach
Affiliations: Inria, Ecole Normale Supérieure, PSL Research University, Paris France; Samsung AI Center, Cambridge, UK. Work done while at CNRS, Ecole Normale Supérieure, Inria
Conference: icml 2023 (main track)
Decision: Poster
Title: Universal Physics-Informed Neural Networks: Symbolic Differential Operator Discovery with Sparse Data
Authors: Lena Podina, Brydon Eastman, Mohammad Kohandel
Affiliations: Department of Applied Mathematics, University of Waterloo, Waterloo, Canada; OpenAI, San Francisco, USA; Cheriton School of Computer Science, University of Waterloo, Waterloo, Canada
Conference: icml 2023 (main track)
Decision: Poster
Title: Expertise Trees Resolve Knowledge Limitations in Collective Decision-Making
Authors: Axel Abels, Tom Lenaerts, Vito Trianni, Ann Nowé
Affiliations: Machine Learning Group, Universit ´e Libre de Bruxelles, Brussels, Belgium; AI Lab, Vrije Universiteit Brussel; Institute of Cognitive Sciences and Technologies, National Research Council, Rome, Italy; AI Lab, Vrije Universiteit Brussel; AI Lab, Vrije Universiteit Brussel; Center for Human-Compatible AI, UC Berkeley, Berkeley, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Difference-in-Differences Meets Tree-based Methods: Heterogeneous Treatment Effects Estimation with Unmeasured Confounding
Authors: Caizhi Tang, Huiyuan Wang, Xinyu Li, Cui Qing, Longfei Li, Jun Zhou
Affiliations: School of Mathematical Sciences, Peking University, China; Ant Group, Zhejiang, China
Conference: icml 2023 (main track)
Decision: Poster
Title: BEATs: Audio Pre-Training with Acoustic Tokenizers
Authors: Sanyuan Chen, Yu Wu, Chengyi Wang, Shujie Liu, Daniel Tompkins, Zhuo Chen, Wanxiang Che, Xiangzhan Yu, Furu Wei
Affiliations: Nankai University, Tianjin, China; Harbin Institute of Technology, Harbin, Heilongjiang, China; Microsoft Research Asia, Beijing, China; Microsoft Corporation, Redmond, WA, USA
Conference: icml 2023 (main track)
Decision: Oral
Title: CircuitNet: A Generic Neural Network to Realize Universal Circuit Motif Modeling
Authors: Yansen Wang, Xinyang Jiang, Kan Ren, Caihua Shan, Xufang Luo, Dongqi Han, Kaitao Song, Yifei Shen, Dongsheng Li
Affiliations: Microsoft Research Asia
Conference: icml 2023 (main track)
Decision: Poster
Title: DualHSIC: HSIC-Bottleneck and Alignment for Continual Learning
Authors: Zifeng Wang, Zheng Zhan, Yifan Gong, Yucai Shao, Stratis Ioannidis, Yanzhi Wang, Jennifer Dy
Affiliations: University of California, Los Angeles; Northeastern University
Conference: icml 2023 (main track)
Decision: Poster
Title: QAS-Bench: Rethinking Quantum Architecture Search and A Benchmark
Authors: Xudong Lu, Kaisen Pan, Ge Yan, Jiaming Shan, Wenjie Wu, Junchi Yan
Affiliations: 1MoE Key Lab of AI, Shanghai Jiao Tong University, Shanghai, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Hierarchical Grammar-Induced Geometry for Data-Efficient Molecular Property Prediction
Authors: Minghao Guo, Veronika Thost, Samuel W Song, Adithya Balachandran, Payel Das, Jie Chen, Wojciech Matusik
Affiliations: MIT CSAIL; MIT-IBM Watson AI Lab
Conference: icml 2023 (main track)
Decision: Poster
Title: Test-time Adaptation with Slot-Centric Models
Authors: Mihir Prabhudesai, Anirudh Goyal, Sujoy Paul, Sjoerd van Steenkiste, Mehdi S. M. Sajjadi, Gaurav Aggarwal, Thomas Kipf, Deepak Pathak, Katerina Fragkiadaki
Affiliations: Mila, DeepMind; Carnegie Mellon University; Google Research
Conference: icml 2023 (main track)
Decision: Poster
Title: SlotGAT: Slot-based Message Passing for Heterogeneous Graphs
Authors: Ziang Zhou, Jieming Shi, Renchi Yang, Yuanhang Zou, Qing Li
Affiliations: Department of Computer Science, Hong Kong Baptist University; Tencent; Department of Computing, The Hong Kong Polytechnique University
Conference: icml 2023 (main track)
Decision: Poster
Title: Rigid Body Flows for Sampling Molecular Crystal Structures
Authors: Jonas Köhler, Michele Invernizzi, Pim de Haan, Frank Noé
Affiliations: 2Freie Universität Berlin, Department of Mathematics and Computer Science; 3Qualcomm AI Research, an initiative from Qualcomm Technologies, Inc. 4University of Amsterdam; 1Microsoft Research AI4Science 2Freie Universität Berlin, Department of Mathematics and Computer Science; 1Microsoft Research AI4Science 2Freie Universität Berlin, Department of Mathematics and Computer Science 5Freie Universität Berlin, Department of Physics 6Rice University, Department of Chemistry
Conference: icml 2023 (main track)
Decision: Poster
Title: Correcting discount-factor mismatch in on-policy policy gradient methods
Authors: Fengdi Che, Gautham Vasan, A. Rupam Mahmood
Affiliations: Department of Computing Science, University of Alberta, Edmonton, Canada; CIFAR AI Chair, Amii; Department of Computing Science, University of Alberta, Edmonton, Canada
Conference: icml 2023 (main track)
Decision: Poster
Title: Training Normalizing Flows from Dependent Data
Authors: Matthias Kirchler, Christoph Lippert, Marius Kloft
Affiliations: Hasso Plattner Institute for Digital Engineering, University of Potsdam, Germany; Hasso Plattner Institute for Digital Health at the Icahn School of Medicine at Mount Sinai, New York; University of Kaiserslautern-Landau, Germany
Conference: icml 2023 (main track)
Decision: Poster
Title: Towards Deep Attention in Graph Neural Networks: Problems and Remedies
Authors: Soo Yong Lee, Fanchen Bu, Jaemin Yoo, Kijung Shin
Affiliations: Kim Jaechul Graduate School of Artificial Intelligence, KAIST, Daejeon, Republic of Korea; Heinz College of Information Systems and Public Policy, Carnegie Mellon University, Pittsburgh, PA, USA; School of Electrical Engineering, KAIST, Daejeon, Republic of Korea
Conference: icml 2023 (main track)
Decision: Poster
Title: Representer Point Selection for Explaining Regularized High-dimensional Models
Authors: Che-Ping Tsai, Jiong Zhang, Hsiang-Fu Yu, Eli Chien, Cho-Jui Hsieh, Pradeep Ravikumar
Affiliations: University of California, Los Angeles; University of Illinois Urbana-Champaign; Carnegie Mellon University; Amazon, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Moccasin: Efficient Tensor Rematerialization for Neural Networks
Authors: Burak Bartan, Haoming Li, Harris Teague, Christopher Lott, Bistra Dilkina
Affiliations: University of Southern California, Los Angeles, USA; Qualcomm AI Research, Qualcomm AI Research is an initiative of Qualcomm Technologies, Inc.
Conference: icml 2023 (main track)
Decision: Poster
Title: Restoration-Degradation Beyond Linear Diffusions: A Non-Asymptotic Analysis For DDIM-type Samplers
Authors: Sitan Chen, Giannis Daras, Alexandros G. Dimakis
Affiliations: Department of Computer Science, UT Austin, TX, USA; John A. Paulson School of Engineering and Applied Sciences, Harvard University, MA, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Do You Remember? Overcoming Catastrophic Forgetting for Fake Audio Detection
Authors: Xiaohui Zhang, Jiangyan Yi, Jianhua Tao, Chenglong Wang, Chuyuan Zhang
Affiliations: Department of Automation, Tsinghua University, Beijing, China; State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China; University of Science and Technology of China, Beijing, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Neural Continuous-Discrete State Space Models for Irregularly-Sampled Time Series
Authors: Abdul Fatir Ansari, Alvin Heng, Andre Lim, Harold Soh
Affiliations: Smart Systems Institute, NUS; AWS AI Labs†, School of Computing, National University of Singapore (NUS); School of Computing, National University of Singapore (NUS)
Conference: icml 2023 (main track)
Decision: Oral
Title: Adaptive Smoothing Gradient Learning for Spiking Neural Networks
Authors: Ziming Wang, Runhao Jiang, Shuang Lian, Rui Yan, Huajin Tang
Affiliations: College of Computer Science, Zhejiang University of Technology; College of Computer Science, Zhejiang University; Research Center for Intelligent Computing Hardware, Zhejiang Lab.
Conference: icml 2023 (main track)
Decision: Poster
Title: A Universal Unbiased Method for Classification from Aggregate Observations
Authors: Zixi Wei, Lei Feng, Bo Han, Tongliang Liu, Gang Niu, Xiaofeng Zhu, Heng Tao Shen
Affiliations: RIKEN Center for Advanced Intelligence Project, Japan; School of Computer Science and Engineering, University of Electronic Science and Technology of China, China; School of Computer Science and Engineering, Nanyang Technological University, Singapore; RIKEN Center for Advanced Intelligence Project, Japan; College of Computer Science, Chongqing University, China; Department of Computer Science, Hong Kong Baptist University, China; Mohamed bin Zayed University of Artificial Intelligence, United Arab Emirates; Sydney AI Centre, School of Computer Science, The University of Sydney, Australia
Conference: icml 2023 (main track)
Decision: Poster
Title: RSC: Accelerate Graph Neural Networks Training via Randomized Sparse Computations
Authors: Zirui Liu, Shengyuan Chen, Kaixiong Zhou, Daochen Zha, Xiao Huang, Xia Hu
Affiliations: Department of Computing, The Hong Kong Polytechnic University, Hung Hom, Hong Kong SAR; Department of Computer Science, Rice University, Houston, TX, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: ESC: Exploration with Soft Commonsense Constraints for Zero-shot Object Navigation
Authors: Kaiwen Zhou, Kaizhi Zheng, Connor Pryor, Yilin Shen, Hongxia Jin, Lise Getoor, Xin Eric Wang
Affiliations: University of California, Santa Cruz; Samsung Research America
Conference: icml 2023 (main track)
Decision: Poster