hunoutl/paperlists huggingface dataset:
Title: Semi-Autoregressive Energy Flows: Exploring Likelihood-Free Training of Normalizing Flows
Authors: Phillip Si, Zeyi Chen, Subham Sekhar Sahoo, Yair Schiff, Volodymyr Kuleshov
Affiliations: Department of Computer Science, Cornell Tech, NYC, NY, USA; Computer and Information Science, Cornell University, Ithaca, NY, USA; Department of Computer Science, Cornell Tech, NYC, NY, USA; Computer and Information Science, Cornell University, Ithaca, NY, USA; Computer and Information Science, Cornell University, Ithaca, NY, USA; Machine Learning Department, Carnegie-Mellon University, Pittsburgh, PA, USA; Tsinghua University, Beijing, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Efficient Training of Language Models using Few-Shot Learning
Authors: Sashank J. Reddi, Sobhan Miryoosefi, Stefani Karp, Shankar Krishnan, Satyen Kale, Seungyeon Kim, Sanjiv Kumar
Affiliations: Carnegie Mellon University, Pittsburgh, PA; Google Research, NY, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Make-An-Audio: Text-To-Audio Generation with Prompt-Enhanced Diffusion Models
Authors: Rongjie Huang, Jiawei Huang, Dongchao Yang, Yi Ren, Luping liu, Mingze Li, Zhenhui Ye, Jinglin Liu, Xiang Yin, Zhou Zhao
Affiliations: Peking University; Zhejiang University; Speech & Audio Team, ByteDance AI Lab
Conference: icml 2023 (main track)
Decision: Poster
Title: MetaModulation: Learning Variational Feature Hierarchies for Few-Shot Learning with Fewer Tasks
Authors: Wenfang Sun, Yingjun Du, Xiantong Zhen, Fan Wang, Ling Wang, Cees G.M. Snoek
Affiliations: Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei 230031, China/P. R. China; Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei 230031, China/P. R. China / University of Science and Technology of China, Hefei 230026, China/P. R. China; University of Amsterdam, Amsterdam, the Netherlands; United Imaging Healthcare, Co., Ltd., China
Conference: icml 2023 (main track)
Decision: Poster
Title: Synergies between Disentanglement and Sparsity: Generalization and Identifiability in Multi-Task Learning
Authors: Sébastien Lachapelle, Tristan Deleu, Divyat Mahajan, Ioannis Mitliagkas, Yoshua Bengio, Simon Lacoste-Julien, Quentin Bertrand
Affiliations: Mila & DIRO, Université de Montréal; Mila & DIRO, Université de Montréal, Canada CIFAR AI Chair
Conference: icml 2023 (main track)
Decision: Poster
Title: Multi-Agent Best Arm Identification with Private Communications
Authors: Alexandre Rio, Merwan Barlier, Igor Colin, Marta Soare
Affiliations: Huawei Noah’s Ark Lab, Paris, France; Universit ´e d’Orl ´eans, Universit ´e Grenoble Alpes, CNRS LIG, France
Conference: icml 2023 (main track)
Decision: Poster
Title: On the Robustness of Text Vectorizers
Authors: Rémi Catellier, Samuel Vaiter, Damien Garreau
Affiliations: 1Universit ´e Cˆote d’Azur, CNRS, LJAD, France2CNRS, France; 1Universit ´e Cˆote d’Azur, CNRS, LJAD, France2Inria, France; 1Universit ´e Cˆote d’Azur, CNRS, LJAD, France
Conference: icml 2023 (main track)
Decision: Poster
Title: Tight and fast generalization error bound of graph embedding in metric space
Authors: Atsushi Suzuki, Atsushi Nitanda, Taiji Suzuki, Jing Wang, Feng Tian, Kenji Yamanishi
Affiliations: Kyushu Institute of Technology, Japan and RIKEN, Japan; The University of Tokyo, Japan and RIKEN, Japan; King’s College London, UK and The University of Tokyo, Japan; The University of Tokyo, Japan; Duke Kunshan University, China; University of Greenwich, UK
Conference: icml 2023 (main track)
Decision: Poster
Title: Crafting Training Degradation Distribution for the Accuracy-Generalization Trade-off in Real-World Super-Resolution
Authors: Ruofan Zhang, Jinjin Gu, Haoyu Chen, Chao Dong, Yulun Zhang, Wenming Yang
Affiliations: Shanghai AI Laboratory, The University of Sydney; Tsinghua Shenzhen International Graduate School, Tsinghua University; The Hong Kong University of Science and Technology (Guangzhou); ETH Zürich; Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences
Conference: icml 2023 (main track)
Decision: Poster
Title: Towards Constituting Mathematical Structures for Learning to Optimize
Authors: Jialin Liu, Xiaohan Chen, Zhangyang Wang, Wotao Yin, HanQin Cai
Affiliations: Alibaba Group (U.S.) Inc, Bellevue, WA, USA; Department of Electrical and Computer Engineering, University of Texas at Austin, Austin, TX, USA; Department of Statistics and Data Science and Department of Computer Science, University of Central Florida, Orlando, FL, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: ClimaX: A foundation model for weather and climate
Authors: Tung Nguyen, Johannes Brandstetter, Ashish Kapoor, Jayesh K. Gupta, Aditya Grover
Affiliations: Microsoft Research AI4Science; Microsoft Autonomous Systems and Robotics Research, UCLA; Microsoft Autonomous Systems and Robotics Research
Conference: icml 2023 (main track)
Decision: Poster
Title: A Deep Conjugate Direction Method for Iteratively Solving Linear Systems
Authors: Ayano Kaneda*, Osman Akar*, Jingyu Chen, Victoria Alicia Trevino Kala, David Hyde, Joseph Teran
Affiliations: Department of Mathematics, University of California, Los Angeles, USA; Department of Applied Physics, Waseda University, Tokyo, Japan; Department of Computer Science, Vanderbilt University, Nashville, USA; Department of Mathematics, University of California, Davis, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Off-Policy Average Reward Actor-Critic with Deterministic Policy Search
Authors: Naman Saxena, Subhojyoti Khastagir, Shishir Kolathaya, Shalabh Bhatnagar
Affiliations: Department of Computer Science and Automation, Indian Institute of Science, Bangalore, India; Robert Bosch Centre for Cyber-Physical Systems, Indian Institute of Science, Bangalore, India; Department of Computer Science and Automation, Indian Institute of Science, Bangalore, India
Conference: icml 2023 (main track)
Decision: Poster
Title: Spherical Fourier Neural Operators: Learning Stable Dynamics on the Sphere
Authors: Boris Bonev, Thorsten Kurth, Christian Hundt, Jaideep Pathak, Maximilian Baust, Karthik Kashinath, Anima Anandkumar
Affiliations: Caltech, Pasadena, USA; NVIDIA Corp., Santa Clara, USA
Conference: icml 2023 (main track)
Decision: Oral
Title: Adaptive Estimation of Graphical Models under Total Positivity
Authors: Jiaxi Ying, José Vinícius de M. Cardoso, Daniel P. Palomar
Affiliations: The Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong; HKUST Shenzhen-Hong Kong Collaborative Innovation Research Institute, Shenzhen, China; The Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong
Conference: icml 2023 (main track)
Decision: Poster
Title: Bayesian Progressive Deep Topic Model with Knowledge Informed Textual Data Coarsening Process
Authors: Zhibin Duan, Xinyang Liu, Yudi Su, Yishi Xu, Bo Chen, Mingyuan Zhou
Affiliations: McCombs School of Business, The University of Texas at Austin, Austin, TX 78712, USA; National Key Laboratory of Radar Signal Processing, Xidian University, Xi'an, 710071, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Predictive Flows for Faster Ford-Fulkerson
Authors: Sami Davies, Benjamin Moseley, Sergei Vassilvitskii, Yuyan Wang
Affiliations: Department of Computer Science, Northwestern University, Evanston IL, USA; Tepper School of Business, Carnegie Mellon University, Pittsburgh PA, USA; Google Research, NYC NY, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: FP-Diffusion: Improving Score-based Diffusion Models by Enforcing the Underlying Score Fokker-Planck Equation
Authors: Chieh-Hsin Lai, Yuhta Takida, Naoki Murata, Toshimitsu Uesaka, Yuki Mitsufuji, Stefano Ermon
Affiliations: Department of Computer Science, Stanford University, Stanford, CA, USA; Sony Group Corporation, Tokyo, Japan; Sony AI, Tokyo, Japan
Conference: icml 2023 (main track)
Decision: Poster
Title: Estimation Beyond Data Reweighting: Kernel Method of Moments
Authors: Heiner Kremer, Yassine Nemmour, Bernhard Schölkopf, Jia-Jie Zhu
Affiliations: Max Planck Institute for Intelligent Systems, Tübingen, Germany; Weierstrass Institute for Applied Analysis and Stochastics, Berlin, Germany; Max Planck Institute for Intelligent Systems, Tübingen, Germany; Eidgenössische Technische Hochschule Zürich, Switzerland
Conference: icml 2023 (main track)
Decision: Poster
Title: The Persistent Laplacian for Data Science: Evaluating Higher-Order Persistent Spectral Representations of Data
Authors: Thomas Davies, Zhengchao Wan, Ruben Sanchez-Garcia
Affiliations: University of Southampton, UK; The Alan Turing Institute, The British Library, UK; Halıcıoğlu Data Science Institute, University of California San Diego, La Jolla, California, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Great Models Think Alike: Improving Model Reliability via Inter-Model Latent Agreement
Authors: Ailin Deng, Miao Xiong, Bryan Hooi
Affiliations: Institute of Data Science, National University of Singapore, Singapore; School of Computing, National University of Singapore, Singapore; Institute of Data Science, National University of Singapore, Singapore; School of Computing, National University of Singapore, Singapore
Conference: icml 2023 (main track)
Decision: Poster
Title: Understanding Gradient Regularization in Deep Learning: Efficient Finite-Difference Computation and Implicit Bias
Authors: Ryo Karakida, Tomoumi Takase, Tomohiro Hayase, Kazuki Osawa
Affiliations: Cluster Metaverse Lab, Japan; Artificial Intelligence Research Center, AIST, Japan; Department of Computer Science, ETH Zurich, Switzerland
Conference: icml 2023 (main track)
Decision: Poster
Title: Graph Neural Networks with Learnable and Optimal Polynomial Bases
Authors: Yuhe Guo, Zhewei Wei
Affiliations: 1Gaoling School of Artificial Intelligence, Renmin University of China2Peng Cheng Laboratory3Beijing Key Laboratory of Big Data Management and Analysis Methods4MOE Key Lab of Data Engineering and Knowledge Engineering
Conference: icml 2023 (main track)
Decision: Poster
Title: PPG Reloaded: An Empirical Study on What Matters in Phasic Policy Gradient
Authors: Kaixin Wang, Daquan Zhou, Jiashi Feng, Shie Mannor
Affiliations: NVIDIA Research, Haifa, Israel; Faculty of Electrical And Computer Engineering, Technion, Haifa, Israel; ByteDance, Singapore
Conference: icml 2023 (main track)
Decision: Poster
Title: Neural Wasserstein Gradient Flows for Discrepancies with Riesz Kernels
Authors: Fabian Altekrüger, Johannes Hertrich, Gabriele Steidl
Affiliations: Institute of Mathematics, Technische Universität Berlin, Germany; Department of Mathematics, Humboldt-Universität zu Berlin, Germany; Institute of Mathematics, Technische Universität Berlin, Germany
Conference: icml 2023 (main track)
Decision: Poster
Title: One Transformer Fits All Distributions in Multi-Modal Diffusion at Scale
Authors: Fan Bao, Shen Nie, Kaiwen Xue, Chongxuan Li, Shi Pu, Yaole Wang, Gang Yue, Yue Cao, Hang Su, Jun Zhu
Affiliations: Beijing Academy of Artificial Intelligence; Gaoling School of AI, Renmin University of China; Beijing Key Lab of Big Data Management and Analysis Methods, Beijing, China; Dept. of Comp. Sci. & Tech., Institute for AI, Tsinghua-Huawei Joint Center for AI, BNRist Center, State Key Lab for Intell. Tech. & Sys., Tsinghua University, Pazhou Laboratory (Huangpu), Guangzhou, China; Dept. of Comp. Sci. & Tech., Institute for AI, Tsinghua-Huawei Joint Center for AI, BNRist Center, State Key Lab for Intell. Tech. & Sys., Tsinghua University, ShengShu, Beijing, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN
Authors: Siyuan Li, Di Wu, Fang Wu, Zelin Zang, Stan Z. Li
Affiliations: Institute of AI Industry Research, Tsinghua University, Beijing, 100084, China; AI Lab, Research Center for Industries of the Future, Westlake University, Hangzhou, 310000, China; AI Lab, Research Center for Industries of the Future, Westlake University, Hangzhou, 310000, China; College of Computer Science and Technology, Zhejiang University, Hangzhou, 310000, China
Conference: icml 2023 (main track)
Decision: Poster
Title: SAAL: Sharpness-Aware Active Learning
Authors: Yoon-Yeong Kim, Youngjae Cho, JoonHo Jang, Byeonghu Na, Yeongmin Kim, Kyungwoo Song, Wanmo Kang, Il-Chul Moon
Affiliations: Agency for Defense Development, AI Autonomy Technology Center (ADD, AIA Center); Yonsei University, South Korea; KAIST, South Korea
Conference: icml 2023 (main track)
Decision: Poster
Title: A Closer Look at Self-Supervised Lightweight Vision Transformers
Authors: Shaoru Wang, Jin Gao, Zeming Li, Xiaoqin Zhang, Weiming Hu
Affiliations: State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences; School of Artificial Intelligence, University of Chinese Academy of Sciences; Megvii Research; Key Laboratory of Intelligent Informatics for Safety & Emergency of Zhejiang Province, Wenzhou University; State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences; School of Artificial Intelligence, University of Chinese Academy of Sciences; School of Information Science and Technology, ShanghaiTech University
Conference: icml 2023 (main track)
Decision: Poster
Title: Memory-Based Dual Gaussian Processes for Sequential Learning
Authors: Paul E. Chang, Prakhar Verma, S.T. John, Arno Solin, Mohammad Emtiyaz Khan
Affiliations: Finnish Center for Artiﬁcial Intelligence (FCAI); Department of Computer Science, Aalto University, Finland; RIKEN Center for AI Project, Tokyo, Japan
Conference: icml 2023 (main track)
Decision: Oral
Title: How to Trust Your Diffusion Model: A Convex Optimization Approach to Conformal Risk Control
Authors: Jacopo Teneggi, Matthew Tivnan, J. Webster Stayman, Jeremias Sulam
Affiliations: Department of Biomedical Engineering, Johns Hopkins University, Baltimore, USA; Mathematical Institute for Data Science, Johns Hopkins University, Baltimore, USA; Department of Computer Science, Johns Hopkins University, Baltimore, USA; Mathematical Institute for Data Science, Johns Hopkins University, Baltimore, USA; Department of Biomedical Engineering, Johns Hopkins University, Baltimore, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Local Optimization Achieves Global Optimality in Multi-Agent Reinforcement Learning
Authors: Yulai Zhao, Zhuoran Yang, Zhaoran Wang, Jason D. Lee
Affiliations: Department of Industrial Engineering and Management Sciences, Northwestern University, IL, USA; Department of Electrical and Computer Engineering, Princeton University, NJ, USA; Department of Statistics and Data Science, Yale University, CT, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Provably Efficient Offline Reinforcement Learning with Perturbed Data Sources
Authors: Chengshuai Shi, Wei Xiong, Cong Shen, Jing Yang
Affiliations: Department of Mathematics, The Hong Kong University of Science and Technology; Department of Electrical and Computer Engineering, University of Virginia; Department of Electrical Engineering, The Pennsylvania State University
Conference: icml 2023 (main track)
Decision: Poster
Title: Fascinating Supervisory Signals and Where to Find Them: Deep Anomaly Detection with Scale Learning
Authors: Hongzuo Xu, Yijie Wang, Juhui Wei, Songlei Jian, Yizhou Li, Ning Liu
Affiliations: 1National Key Laboratory of Parallel and Distributed Computing, 2College of Computer, National University of Defense Technology; 2College of Computer, National University of Defense Technology; College of Science, National University of Defense Technology
Conference: icml 2023 (main track)
Decision: Poster
Title: Exploring the Benefits of Training Expert Language Models over Instruction Tuning
Authors: Joel Jang, Seungone Kim, Seonghyeon Ye, Doyoung Kim, Lajanugen Logeswaran, Moontae Lee, Kyungjae Lee, Minjoon Seo
Affiliations: KAIST; LG AI Research; LG AI Research, University of Illinois Chicago
Conference: icml 2023 (main track)
Decision: Poster
Title: Geometric Autoencoders - What You See is What You Decode
Authors: Philipp Nazari, Sebastian Damrich, Fred A. Hamprecht
Affiliations: HCI/IWR at University of Heidelberg, 69120 Heidelberg, Germany; University of Tübingen, 72074 Tübingen, Germany
Conference: icml 2023 (main track)
Decision: Poster
Title: Demystifying Disagreement-on-the-Line in High Dimensions
Authors: Donghwan Lee, Behrad Moniri, Xinmeng Huang, Edgar Dobriban, Hamed Hassani
Affiliations: Department of Electrical and Systems Engineering, University of Pennsylvania, PA, USA; Department of Statistics and Data Science, University of Pennsylvania, PA, USA; Graduate Group in Applied Mathematics and Computational Science, University of Pennsylvania, PA, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: MANSA: Learning Fast and Slow in Multi-Agent Systems
Authors: David Mguni, Haojun Chen, Taher Jafferjee, Jianhong Wang, Longfei Yue, Xidong Feng, Stephen Mcaleer, Feifei Tong, Jun Wang, Yaodong Yang
Affiliations: Independent Researcher; University College, London; University of Manchester; Huawei R&D; Institute for AI, Peking University
Conference: icml 2023 (main track)
Decision: Poster
Title: PaLM-E: An Embodied Multimodal Language Model
Authors: Danny Driess, Fei Xia, Mehdi S. M. Sajjadi, Corey Lynch, Aakanksha Chowdhery, Brian Ichter, Ayzaan Wahid, Jonathan Tompson, Quan Vuong, Tianhe Yu, Wenlong Huang, Yevgen Chebotar, Pierre Sermanet, Daniel Duckworth, Sergey Levine, Vincent Vanhoucke, Karol Hausman, Marc Toussaint, Klaus Greff, Andy Zeng, Igor Mordatch, Pete Florence
Affiliations: TU Berlin; Robotics at Google; Google Research
Conference: icml 2023 (main track)
Decision: Poster
Title: Leveraging Proxy of Training Data for Test-Time Adaptation
Authors: Juwon Kang, Nayeong Kim, Donghyeon Kwon, Jungseul Ok, Suha Kwak
Affiliations: Department of Computer Science and Engineering, POSTECH, Pohang, Korea; Graduate school of Artificial Intelligence, POSTECH, Pohang, Korea
Conference: icml 2023 (main track)
Decision: Poster
Title: Practical and Matching Gradient Variance Bounds for Black-Box Variational Bayesian Inference
Authors: Kyurae Kim, Kaiwen Wu, Jisu Oh, Jacob R. Gardner
Affiliations: Department of Statistics, North Carolina State University, Raleigh, North Carolina, United States; Department of Computer and Information Sciences, University of Pennsylvania, Philadelphia, Pennsylvania, United States
Conference: icml 2023 (main track)
Decision: Oral
Title: Retrieval-Augmented Multimodal Language Modeling
Authors: Michihiro Yasunaga,, Armen Aghajanyan,, Weijia Shi,, Rich James,, Jure Leskovec,, Percy Liang, Mike Lewis,, Luke Zettlemoyer,, Wen-tau Yih
Conference: icml 2023 (main track)
Decision: Poster
Title: Team Belief DAG: Generalizing the Sequence Form to Team Games for Fast Computation of Correlated Team Max-Min Equilibria via Regret Minimization
Authors: Brian Hu Zhang, Gabriele Farina, Tuomas Sandholm
Affiliations: Carnegie Mellon University, Pittsburgh, PA, USA; FAIR, Meta AI; Carnegie Mellon University, Pittsburgh, PA, USA; Strategy Robot, Inc., Pittsburgh, PA, USA; Optimized Markets, Inc., Pittsburgh, PA, USA; Strategic Machine, Pittsburgh, PA, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: On Strengthening and Defending Graph Reconstruction Attack with Markov Chain Approximation
Authors: Zhanke Zhou, Chenyu Zhou, Xuan Li, Jiangchao Yao, Quanming Yao, Bo Han
Affiliations: Department of Computer Science, Hong Kong Baptist University; Cooperative Medianet Innovation Center, Shanghai Jiao Tong University; Department of Electronic Engineering, Tsinghua University
Conference: icml 2023 (main track)
Decision: Poster
Title: Deep Anomaly Detection under Labeling Budget Constraints
Authors: Aodong Li, Chen Qiu, Marius Kloft, Padhraic Smyth, Stephan Mandt, Maja Rudolph
Affiliations: Department of Computer Science, University of California, Irvine, USA; Bosch Center for Artificial Intelligence, Pittsburgh, USA; Department of Computer Science, TU Kaiserlautern, Germany
Conference: icml 2023 (main track)
Decision: Poster
Title: GFlowNet-EM for Learning Compositional Latent Variable Models
Authors: Edward J. Hu, Nikolay Malkin, Moksh Jain, Katie Everett, Alexandros Graikos, Yoshua Bengio
Affiliations: Mila, Université de Montréal; Massachusetts Institute of Technology; Google Research
Conference: icml 2023 (main track)
Decision: Poster
Title: Bandit Multi-linear DR-Submodular Maximization and Its Applications on Adversarial Submodular Bandits
Authors: Zongqi Wan, Jialin Zhang, Wei Chen, Xiaoming Sun, Zhijie Zhang
Affiliations: Center for Applied Mathematics of Fujian Province, School of Mathematics and Statistics, Fuzhou University; Institute of Computing Technology, Chinese Academy of Sciences; University of Chinese Academy of Sciences; Microsoft Research
Conference: icml 2023 (main track)
Decision: Poster
Title: Faster Gradient-Free Algorithms for Nonsmooth Nonconvex Stochastic Optimization
Authors: Lesi Chen, Jing Xu, Luo Luo
Affiliations: School of Data Science, Fudan University, Shanghai, China; Institute for Interdisciplinary Information Sciences, Tsinghua University, Beijing, China
Conference: icml 2023 (main track)
Decision: Poster
Title: The Benefits of Model-Based Generalization in Reinforcement Learning
Authors: Kenny Young, Aditya Ramesh, Louis Kirsch, Jürgen Schmidhuber
Affiliations: The Swiss AI Lab IDSIA/USI/SUPSI, AI Initiative, KAUST, Thuwal, Saudi Arabia; The Swiss AI Lab IDSIA/USI/SUPSI; University of Alberta and the Alberta Machine Intelligence Institute
Conference: icml 2023 (main track)
Decision: Poster
Title: DoCoFL: Downlink Compression for Cross-Device Federated Learning
Authors: Ron Dorfman, Shay Vargaftik, Yaniv Ben-Itzhak, Kfir Y. Levy
Affiliations: Viterby Faculty of Electrical and Computer Engineering, Technion, Haifa, Israel; VMware Research, Viterby Faculty of Electrical and Computer Engineering, Technion, Haifa, Israel
Conference: icml 2023 (main track)
Decision: Poster
Title: Differential Privacy has Bounded Impact on Fairness in Classification
Authors: Paul Mangold, Michaël Perrot, Aurélien Bellet, Marc Tommasi
Affiliations: Univ. Lille, Inria, CNRS, Centrale Lille, UMR 9189 - CRIStAL, F-59000 Lille, France
Conference: icml 2023 (main track)
Decision: Poster
Title: Short-lived High-volume Bandits
Authors: Su Jia, Nishant Oli, Ian Anderson, Paul Duff, Andrew A. Li, R. Ravi
Affiliations: Center of Data Science for Enterprise and Society (CDSES), Cornell University, Ithaca, USA; Glance, Bangalore, India; Tepper School of Business, Carnegie Mellon University, Pittsburgh, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Are Gaussian Data All You Need? The Extents and Limits of Universality in High-Dimensional Generalized Linear Estimation
Authors: Luca Pesce, Florent Krzakala, Bruno Loureiro, Ludovic Stephan
Affiliations: Département d’Informatique, École Normale Supérieure - PSL & CNRS, 45 rue d’Ulm, F-75230 Paris cedex 05, France.; Ecole Polytechnique Fédérale de Lausanne, Information, Learning and Physics lab. CH-1015 Lausanne, Switzerland.
Conference: icml 2023 (main track)
Decision: Poster
Title: DRew: Dynamically Rewired Message Passing with Delay
Authors: Benjamin Gutteridge, Xiaowen Dong, Michael Bronstein, Francesco Di Giovanni
Affiliations: Department of Computer Science, University of Oxford; Faculty of Informatics, University of Lugano; Department of Engineering Science, University of Oxford; Department of Computer Science and Technology, University of Cambridge
Conference: icml 2023 (main track)
Decision: Poster
Title: Efficient Sequence Transduction by Jointly Predicting Tokens and Durations
Authors: Hainan Xu, Fei Jia, Somshubra Majumdar, He Huang, Shinji Watanabe, Boris Ginsburg
Affiliations: Carnegie Mellon University, PA, USA; NVIDIA, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: I$^2$SB: Image-to-Image Schrödinger Bridge
Authors: Guan-Horng Liu *, Arash Vahdat, De-An Huang, Evangelos A. Theodorou, Weili Nie, Anima Anandkumar
Affiliations: NVIDIA; Georgia Institute of Technology; California Institute of Technology
Conference: icml 2023 (main track)
Decision: Poster