hunoutl/paperlists huggingface dataset:
Title: Conditionally Strongly Log-Concave Generative Models
Authors: Florentin Guth, Etienne Lempereur, Joan Bruna, Stéphane Mallat
Affiliations: D´epartement d’informatique, ´Ecole Normale Supérieure, Paris, France; Coll`ege de France, Paris, France, and Flatiron Institute, New York, USA; Courant Institute of Mathematical Sciences and Center for Data Science, New York University, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Training Deep Surrogate Models with Large Scale Online Learning
Authors: Lucas Meyer, Marc Schouler, Robert A. Caulk, Alejandro Ribes, Bruno Raffin
Affiliations: Univ. Grenoble Alpes, Inria, CNRS, Grenoble INP, LIG; Industrial AI Laboratory SINCLAIR, EDF Lab Paris-Saclay
Conference: icml 2023 (main track)
Decision: Poster
Title: Learning Physical Models that Can Respect Conservation Laws
Authors: Derek Hansen, Danielle C. Maddix, Shima Alizadeh, Gaurav Gupta, Michael W. Mahoney
Affiliations: Dept. of Statistics, University of Michigan, Ann Arbor, MI, USA (Work done during an internship at AWS AI Labs.); AWS AI Labs, Santa Clara, CA, USA; Amazon Supply Chain Optimization Technologies, New York, NY, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Adversarial Example Does Good: Preventing Painting Imitation from Diffusion Models via Adversarial Examples
Authors: Chumeng Liang, Xiaoyu Wu, Yang Hua, Jiaru Zhang, Yiming Xue, Tao Song, Zhengui Xue, Ruhui Ma, Haibing Guan
Affiliations: NYU, USA; cheer4creativity.ai; Shanghai Jiao Tong University, China; cheer4creativity.ai; Shanghai Jiao Tong University, China; Queen’s University Belfast, UK
Conference: icml 2023 (main track)
Decision: Oral
Title: Extending Conformal Prediction to Hidden Markov Models with Exact Validity via de Finetti's Theorem for Markov Chains
Authors: Buddhika Nettasinghe, Samrat Chatterjee, Ramakrishna Tipireddy, Mahantesh Halappanavar
Affiliations: Palo Alto Networks, Santa Clara CA 95054, USA; Tippie College of Business, University of Iowa, Iowa City IA 52242, USA; Pacific Northwest National Laboratory, Richland WA 99354, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Sequential Multi-Dimensional Self-Supervised Learning for Clinical Time Series
Authors: Aniruddh Raghu, Payal Chandak, Ridwan Alam, John Guttag, Collin M. Stultz
Affiliations: Massachusetts Institute of Technology, Cambridge, MA, USA; Harvard-MIT Program in Health Sciences and Technology, Cambridge, MA, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Double-Weighting for Covariate Shift Adaptation
Authors: José I. Segovia-Martín, Santiago Mazuelas, Anqi Liu
Affiliations: CS department, Whiting School of Engineering, Johns Hopkins University, Baltimore, Maryland, USA; IKERBASQUE-Basque Foundation for Science; Basque Center for Applied Mathematics (BCAM), Bilbao, Spain
Conference: icml 2023 (main track)
Decision: Poster
Title: Sketched Ridgeless Linear Regression: The Role of Downsampling
Authors: Xin Chen, Yicheng Zeng, Siyue Yang, Qiang Sun
Affiliations: Department of Operations Research and Financial Engineering, Princeton University, 98 Charlton St, Princeton, NJ 08544, USA; Department of Statistical Sciences, University of Toronto, 700 University Ave, Toronto, ON M5G 1X6, Canada; Shenzhen Research Institute of Big Data, the Chinese University of Hong Kong, 2001 Longxiang Boulevard, Shenzhen, Guangdong, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Near-optimal Conservative Exploration in Reinforcement Learning under Episode-wise Constraints
Authors: Donghao Li, Ruiquan Huang, Cong Shen, Jing Yang
Affiliations: School of EECS, The Pennsylvania State University, University Park, PA, USA; ECE Department, University of Virginia, Charlottesville, VA, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation
Authors: Yuhang Lai,  Chengxi Li,  Yiming Wang,  Tianyi Zhang,  Ruiqi Zhong,  Luke Zettlemoyer,  Wen-tau Yih,  Daniel Fried,  Sida Wang,  Tao Yu
Affiliations: The University of Hong Kong; University of Washington; Carnegie Mellon University; Stanford University; Meta AI; UC Berkeley
Conference: icml 2023 (main track)
Decision: Poster
Title: Discovering Object-Centric Generalized Value Functions From Pixels
Authors: Somjit Nath, Gopeshh Raaj Subbaraj, Khimya Khetarpal, Samira Ebrahimi Kahou
Affiliations: Mila-Quebec AI Institute, Université de Montréal; Ecole de technologie supérieure, Mila-Quebec AI Institute; Université de Montréal, DeepMind; Ecole de technologie supérieure, Mila-Quebec AI Institute, McGill University, CIFAR AI Chair
Conference: icml 2023 (main track)
Decision: Poster
Title: What Can Be Learnt With Wide Convolutional Neural Networks?
Authors: Francesco Cagnetta, Alessandro Favero, Matthieu Wyart
Affiliations: Institute of Electrical Engineering, Ecole polytechnique federale de Lausanne (EPFL), Lausanne, Switzerland; Institute of Physics, Ecole polytechnique federale de Lausanne (EPFL), Lausanne, Switzerland
Conference: icml 2023 (main track)
Decision: Poster
Title: Over-parametrization via Lifting for Low-rank Matrix Sensing: Conversion of Spurious Solutions to Strict Saddle Points
Authors: Ziye Ma, Igor Molybog, Javad Lavaei, Somayeh Sojoudi
Affiliations: Meta AI; Department of EECS, UC Berkeley, USA; Department of IEOR, UC Berkeley, USA
Conference: icml 2023 (main track)
Decision: Oral
Title: Learning the Right Layers a Data-Driven Layer-Aggregation Strategy for Semi-Supervised Learning on Multilayer Graphs
Authors: Sara Venturini, Andrea Cristofari, Francesco Rinaldi, Francesco Tudisco
Affiliations: Department of Civil Engineering and Computer Science Engineering, University of Rome “Tor Vergata”, Rome, Italy; School of Mathematics, Gran Sasso Science Institute, 67100 L’Aquila, Italy; Department of Mathematics “Tullio Levi-Civita”, University of Padova, Padova, Italy
Conference: icml 2023 (main track)
Decision: Poster
Title: On Excess Mass Behavior in Gaussian Mixture Models with Orlicz-Wasserstein Distances
Authors: Aritra Guha, Nhat Ho, XuanLong Nguyen
Affiliations: Data Science & AI Research, AT&T Chief Data Office; Department of Statistics, University of Michigan, Ann Arbor; Department of Statistics and Data Sciences, University of Texas, Austin
Conference: icml 2023 (main track)
Decision: Poster
Title: On Data Manifolds Entailed by Structural Causal Models
Authors: Ricardo Dominguez-Olmedo, Amir-Hossein Karimi, Georgios Arvanitidis, Bernhard Schölkopf
Affiliations: Max Planck Institute for Intelligent Systems, Tübingen, Germany; ETH Zürich, Zürich, Switzerland; Technical University of Denmark, Lyngby, Denmark
Conference: icml 2023 (main track)
Decision: Poster
Title: How Bad is Top-$K$ Recommendation under Competing Content Creators?
Authors: Fan Yao, Chuanhao Li, Denis Nekipelov, Hongning Wang, Haifeng Xu
Affiliations: Department of Economics, University of Virginia, USA; Department of Computer Science, University of Virginia, USA; Department of Computer Science, University of Chicago, USA
Conference: icml 2023 (main track)
Decision: Oral
Title: Achieving Linear Speedup in Non-IID Federated Bilevel Learning
Authors: Minhui Huang, Dewei Zhang, Kaiyi Ji
Affiliations: Department of Industrial and Systems Engineering, Ohio State University, Columbus, USA; Department of Electrical and Computer Engineering, University of California, Davis, USA; Department of Computer Science and Engineering, University at Buffalo, New York, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: A Picture of the Space of Typical Learnable Tasks
Authors: Rahul Ramesh, Jialin Mao, Itay Griniasty, Rubing Yang, Han Kheng Teoh, Mark K. Transtrum, James P. Sethna, Pratik Chaudhari
Affiliations: Cornell University; Brigham Young University; University of Pennsylvania
Conference: icml 2023 (main track)
Decision: Poster
Title: Fourmer: An Efficient Global Modeling Paradigm for Image Restoration
Authors: Man Zhou, Jie Huang, Chunle Guo, Chongyi Li
Affiliations: S-Lab, Nanyang Technological University, Singapore; Department of Automation, University of Science and Technology of China, Hefei, China; School of Computer Science, Nankai University, Tianjin, China
Conference: icml 2023 (main track)
Decision: Oral
Title: On the Impact of Knowledge Distillation for Model Interpretability
Authors: Hyeongrok Han, Siwon Kim, Hyun-Soo Choi, Sungroh Yoon
Affiliations: Department of Computer Science and Engineering, Seoul National University of Science and Technology, Seoul, Republic of Korea; Interdisciplinary Program in Artificial Intelligence, Seoul National University, Seoul, Republic of Korea; Department of Electrical and Computer Engineering, Seoul National University, Seoul, Republic of Korea
Conference: icml 2023 (main track)
Decision: Poster
Title: Hiera: A Hierarchical Vision Transformer without the Bells-and-Whistles
Authors: Chaitanya Ryali, Yuan-Ting Hu, Daniel Bolya, Chen Wei, Haoqi Fan, Po-Yao Huang, Vaibhav Aggarwal, Arkabandhu Chowdhury, Omid Poursaeed, Judy Hoffman, Jitendra Malik, Yanghao Li, Christoph Feichtenhofer
Affiliations: Georgia Tech; Meta AI, FAIR
Conference: icml 2023 (main track)
Decision: Oral
Title: State and parameter learning with PARIS particle Gibbs
Authors: Gabriel Cardoso, Yazid Janati El Idrissi, Sylvain Le Corff, Éric Moulines, Jimmy Olsson
Affiliations: LPSM, Sorbonne Universit´e, UMR CNRS 8001, 4 Place Jussieu, 75005 Paris.; 1CMAP, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau.2Universit´e de Bordeaux, CRCTB U4045, INSERM, Bordeaux, France3IHU Liryc, fondation Bordeaux Universit´e, Pessac, France; Department of Mathematics, KTH Royal Institute of Technology, Stockholm, Sweden.; 1CMAP, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau; Samovar, T´el´ecom SudParis, d´epartement CITI, TIPIC, Institut Polytechnique de Paris, Palaiseau
Conference: icml 2023 (main track)
Decision: Poster
Title: Kernel Logistic Regression Approximation of an Understandable ReLU Neural Network
Authors: Marie Guyomard, Susana Barbosa, Lionel Fillatre
Affiliations: Laboratory I3S, University Côte d’Azur, Sophia-Antipolis, France; Laboratory IPMC, University Côte d’Azur, Sophia-Antipolis, France
Conference: icml 2023 (main track)
Decision: Poster
Title: Boosting Offline Reinforcement Learning with Action Preference Query
Authors: Qisen Yang, Shenzhi Wang, Matthieu Gaetan Lin, Shiji Song, Gao Huang
Affiliations: Department of Automation, BNRist, Tsinghua University, Beijing, China; Department of Computer Science, BNRist, Tsinghua University, Beijing, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Boosting Graph Contrastive Learning via Graph Contrastive Saliency
Authors: Chunyu Wei, Yu Wang, Bing Bai, Kai Ni, David J. Brady, Lu Fang
Affiliations: Holo Technology (Beijing) Co., Ltd., Beijing, China; Department of Electronic Engineering, Tsinghua University, Beijing, China; University of Arizona, Arizona, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Constant Matters: Fine-grained Error Bound on Differentially Private Continual Observation
Authors: Hendrik Fichtenberger, Monika Henzinger, Jalaj Upadhyay
Affiliations: Rutgers University, USA; Institute of Science and Technology Austria (ISTA), Klosterneuburg, Austria; Google Zurich, Switzerland
Conference: icml 2023 (main track)
Decision: Poster
Title: X-Paste: Revisiting Scalable Copy-Paste for Instance Segmentation using CLIP and StableDiffusion
Authors: Hanqing Zhao, Dianmo Sheng, Jianmin Bao, Dongdong Chen, Dong Chen, Fang Wen, Lu Yuan, Ce Liu, Wenbo Zhou, Qi Chu, Weiming Zhang, Nenghai Yu
Affiliations: University of Science and Technology of China; Microsoft
Conference: icml 2023 (main track)
Decision: Poster
Title: Domain Adaptation for Time Series Under Feature and Label Shifts
Authors: Huan He, Owen Queen, Teddy Koker, Consuelo Cuevas, Theodoros Tsiligkaridis, Marinka Zitnik
Affiliations: Department of Biomedical Informatics, Harvard University; Artificial Intelligence Technology, MIT Lincoln Laboratory
Conference: icml 2023 (main track)
Decision: Poster
Title: Efficient Graph Field Integrators Meet Point Clouds
Authors: Krzysztof Choromanski, Arijit Sehanobish, Han Lin, Yunfan Zhao, Eli Berger, Tetiana Parshakova, Alvin Pan, David Watkins, Tianyi Zhang, Valerii Likhosherstov, Somnath Basu Roy Chowdhury, Avinava Dubey, Deepali Jain, Tamas Sarlos, Snigdha Chaturvedi, Adrian Weller
Affiliations: Independent Researcher; Columbia University; University of Cambridge, The Alan Turing Institute; The University of North Carolina at Chapel Hill; The Boston Dynamics AI Institute; Haifa University; Google Research; Stanford University; Google Research, Columbia University; University of Cambridge
Conference: icml 2023 (main track)
Decision: Poster
Title: Integrating Prior Knowledge in Contrastive Learning with Kernel
Authors: Benoit Dufumier, Carlo Alberto Barbano, Robin Louiset, Edouard Duchesnay, Pietro Gori
Affiliations: NeuroSpin, CEA, Universitè Paris-Saclay; University of Turin; LTCI, Télécom Paris, IPParis
Conference: icml 2023 (main track)
Decision: Poster
Title: FedCR: Personalized Federated Learning Based on Across-Client Common Representation with Conditional Mutual Information Regularization
Authors: Hao Zhang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong
Affiliations: School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Contrastive Learning Meets Homophily: Two Birds with One Stone
Authors: Dongxiao He, Jitao Zhao, Rui Guo, Zhiyong Feng, Di Jin, Yuxiao Huang, Zhen Wang, Weixiong Zhang
Affiliations: Department of Artificial Intelligence, OPtics and ElectroNics (iOPEN), Northwestern Polytechnical University, Xi’an, China; Department of Health Technology and Informatics, Department of Computing, The Hong Kong Polytechnic University, Hong Kong, China; Department of Data Science, George Washington University, NW Washington DC, America; College of Intelligence and Computing, Tianjin University, Tianjin, China
Conference: icml 2023 (main track)
Decision: Poster
Title: The Role of Entropy and Reconstruction in Multi-View Self-Supervised Learning
Authors: Borja Rodríguez-Gálvez, Arno Blaas, Pau Rodríguez, Adam Goliński, Xavier Suau, Jason Ramapuram, Dan Busbridge, Luca Zappella
Affiliations: Apple; Division of Information Science and Engineering (ISE), KTH Royal Institute of Technology, Stockholm, Sweden
Conference: icml 2023 (main track)
Decision: Poster
Title: Federated Conformal Predictors for Distributed Uncertainty Quantification
Authors: Charles Lu, Yaodong Yu, Sai Praneeth Karimireddy, Michael I. Jordan, Ramesh Raskar
Affiliations: Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, Berkeley, USA; MIT Media Lab, Massachusetts Institute of Technology, Cambridge, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Differentiable Tree Operations Promote Compositional Generalization
Authors: Paul Soulos, Edward Hu, Kate McCurdy, Yunmo Chen, Roland Fernandez, Paul Smolensky, Jianfeng Gao
Affiliations: Microsoft Research, Redmond, WA, USA; Mila, Universit ´e de Montreal, Montreal, CA; Department of Computer Science, Johns Hopkins University, Baltimore, MD, USA; Department of Cognitive Science, Johns Hopkins University, Baltimore, MD, USA; School of Informatics, University of Edinburgh, Edinburgh, UK
Conference: icml 2023 (main track)
Decision: Poster
Title: NeuralStagger: Accelerating Physics-constrained Neural PDE Solver with Spatial-temporal Decomposition
Authors: Xinquan Huang, Wenlei Shi, Qi Meng, Yue Wang, Xiaotian Gao, Jia Zhang, Tie-Yan Liu
Affiliations: Microsoft Research AI4Science; King Abdullah University of Science and Technology, work done during an internship at Microsoft Research AI4Science
Conference: icml 2023 (main track)
Decision: Poster
Title: Revisiting Data-Free Knowledge Distillation with Poisoned Teachers
Authors: Junyuan Hong, Yi Zeng, Shuyang Yu, Lingjuan Lyu, Ruoxi Jia, Jiayu Zhou
Affiliations: Virginia Tech, Virginia, USA; Sony AI, Japan; Michigan State University, Michigan, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Interventional Causal Representation Learning
Authors: Kartik Ahuja, Divyat Mahajan, Yixin Wang, Yoshua Bengio
Affiliations: Mila-Quebec AI Institute, Universit ´e de Montr ´eal; University of Michigan; Mila-Quebec AI Institute, Universit ´e de Montr ´eal, CIFAR Senior Fellow and CIFAR AI Chair; FAIR (Meta AI)
Conference: icml 2023 (main track)
Decision: Oral
Title: Text-To-4D Dynamic Scene Generation
Authors: Uriel Singer, Shelly Sheynin, Adam Polyak, Oron Ashual, Iurii Makarov, Filippos Kokkinos, Naman Goyal, Andrea Vedaldi, Devi Parikh, Justin Johnson, Yaniv Taigman
Affiliations: Meta AI; Not provided
Conference: icml 2023 (main track)
Decision: Poster
Title: Tilted Sparse Additive Models
Authors: Yingjie Wang, Hong Chen, Weifeng Liu, Fengxiang He, Tieliang Gong, Youcheng Fu, Dacheng Tao
Affiliations: JD Explore Academy, JD.com, Inc., Beijing, China; The University of Sydney, Sydney, Australia; College of Control Science and Engineering, China University of Petroleum (East China), Qingdao, China; College of Informatics, Huazhong Agricultural University, China; School of Computer Science and Technology, Xi’an Jiaotong University, China
Conference: icml 2023 (main track)
Decision: Oral
Title: PASTA: Pessimistic Assortment Optimization
Authors: Juncheng Dong, Weibin Mo, Zhengling Qi, Cong Shi, Ethan X. Fang, Vahid Tarokh
Affiliations: Department of Decision Sciences, George Washington University, Washington, DC 20052, United States; Mitchell E. Daniels, Jr. School of Business, Purdue University, West Lafayette, IN 47907, United States; Department of Electrical and Computer Engineering, Duke University, Durham, NC 27705, United States; Herbert Business School, University of Miami, Coral Gables, FL 33146, United States; Department of Biostatistics and Bioinformatics, Duke University, Durham, NC 27705, United States
Conference: icml 2023 (main track)
Decision: Poster
Title: Feature Expansion for Graph Neural Networks
Authors: Jiaqi Sun, Lin Zhang, Guangyi Chen, Peng Xu, Kun Zhang, Yujiu Yang
Affiliations: Shenzhen International Graduate School, Tsinghua University, China; Carnegie Mellon University, USA; International Digital Economy Academy, China; Chinese University of Hong Kong, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Efficient Bound of Lipschitz Constant for Convolutional Layers by Gram Iteration
Authors: Blaise Delattre, Quentin Barthélemy, Alexandre Araujo, Alexandre Allauzen
Affiliations: 3New York University; 1FOXSTREAM, Vaulx-en-Velin, France2Miles Team, LAMSADE, Université Paris-Dauphine, PSL University, Paris, France; 4ESPCI PSL, Paris, France; 2Miles Team, LAMSADE, Université Paris-Dauphine, PSL University, Paris, France
Conference: icml 2023 (main track)
Decision: Poster
Title: Wasserstein Barycenter Matching for Graph Size Generalization of Message Passing Neural Networks
Authors: Xu Chu, Yujie Jin, Xin Wang, Shanghang Zhang, Yasha Wang, Wenwu Zhu, Hong Mei
Affiliations: Department of Computer Science and Technology, Tsinghua University, Beijing; Peking University, Beijing
Conference: icml 2023 (main track)
Decision: Poster
Title: Langevin Thompson Sampling with Logarithmic Communication: Bandits and Reinforcement Learning
Authors: Amin Karbasi, Nikki Lijing Kuang, Yi-An Ma, Siddharth Mitra
Affiliations: Department of Computer Science, Yale University, New Haven, USA; Department of Statistics and Data Science, Yale University, New Haven, USA; Department of Computer Science and Engineering, University of California San Diego, La Jolla, USA; Halıcıoğlu Data Science Institute, University of California San Diego, La Jolla, USA; Halıcıoğlu Data Science Institute, University of California San Diego, La Jolla, USA; Department of Electrical Engineering, Yale University, New Haven, USA; Department of Computer Science, Yale University, New Haven, USA; Department of Statistics and Data Science, Yale University, New Haven, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Linear CNNs Discover the Statistical Structure of the Dataset Using Only the Most Dominant Frequencies
Authors: Hannah Pinson, Joerie Lenaerts, Vincent Ginis
Affiliations: Data Lab/Applied Physics, Vrije Universiteit Brussel, Plein-laan 2, 1050 Brussel, Belgium; Harvard John A. Paulson School of Engineering and Applied Sciences, Harvard University, 29 Oxford Street, Cambridge, Massachusetts 02138, USA; Data Lab/Applied Physics, Vrije Universiteit Brussel, Plein-laan 2, 1050 Brussel, Belgium
Conference: icml 2023 (main track)
Decision: Poster
Title: ProtST: Multi-Modality Learning of Protein Sequences and Biomedical Texts
Authors: Minghao Xu, Xinyu Yuan, Santiago Miret, Jian Tang
Affiliations: HEC Montreal, CIFAR AI Research Chair; Intel Labs; Mila - Quebec AI Institute, Université de Montréal
Conference: icml 2023 (main track)
Decision: Oral
Title: Stochastic Marginal Likelihood Gradients using Neural Tangent Kernels
Authors: Alexander Immer, Tycho F.A. van der Ouderaa, Mark van der Wilk, Gunnar Rätsch, Bernhard Schölkopf
Affiliations: Max Planck Institute for Intelligent Systems, Tubingen, Germany; Imperial College London, UK; Department of Computer Science, ETH Zurich, Switzerland
Conference: icml 2023 (main track)
Decision: Poster
Title: An Instrumental Variable Approach to Confounded Off-Policy Evaluation
Authors: Yang Xu, Jin Zhu, Chengchun Shi, Shikai Luo, Rui Song
Affiliations: Sun Yat-sen University, China; ByteDance, China; Department of Statistics, London School of Economics and Political Science, London, UK; Department of Statistics, North Carolina State University, Raleigh, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: The Flan Collection: Designing Data and Methods for Effective Instruction Tuning
Authors: Shayne Longpre, Le Hou, Tu Vu, Albert Webson, Hyung Won Chung, Yi Tay, Denny Zhou, Quoc V. Le, Barret Zoph, Jason Wei, Adam Roberts
Affiliations: Google, Mountain View, USA; Media Lab, Massachusetts Institute of Technology, Cambridge, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Invariant Slot Attention: Object Discovery with Slot-Centric Reference Frames
Authors: Ondrej Biza, Sjoerd van Steenkiste, Mehdi S. M. Sajjadi, Gamaleldin F. Elsayed, Aravindh Mahendran, Thomas Kipf
Affiliations: Northeastern University, Boston, MA, USA; Google Research
Conference: icml 2023 (main track)
Decision: Poster
Title: SMURF-THP: Score Matching-based UnceRtainty quantiFication for Transformer Hawkes Process
Authors: Zichong Li, Yanbo Xu, Simiao Zuo, Haoming Jiang, Chao Zhang, Tuo Zhao, Hongyuan Zha
Affiliations: Georgia Institute of Technology, Atlanta, USA; Amazon.com Inc., Palo Alto, USA; University of Science and Technology of China, Hefei, China; The Chinese University of Hong Kong, Hongkong, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Trainability, Expressivity and Interpretability in Gated Neural ODEs
Authors: Timothy Doyeon Kim, Tankut Can, Kamesh Krishnamurthy
Affiliations: Princeton Neuroscience Institute, Princeton University, Princeton, NJ, USA; School of Natural Sciences, Institute for Advanced Study, Princeton, NJ, USA; Joseph Henry Laboratories of Physics, Princeton University, Princeton, NJ, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: On the Power of Pre-training for Generalization in RL: Provable Benefits and Hardness
Authors: Haotian Ye, Xiaoyu Chen, Liwei Wang, Simon S. Du
Affiliations: Center for Data Science, Peking University, China; National Key Laboratory of General Artificial Intelligence, School of Intelligence Science and Technology, Peking University, China; Yuanpei College, Peking University, China; University of Washington, United States
Conference: icml 2023 (main track)
Decision: Oral