hunoutl/paperlists huggingface dataset:
Title: HousE: Knowledge Graph Embedding with Householder Parameterization
Authors: Rui Li, Jianan Zhao, Chaozhuo Li, Di He, Yiqi Wang, Yuming Liu, Hao Sun, Senzhang Wang, Weiwei Deng, Yanming Shen, Xing Xie, Qi Zhang
Conference: icml 2022 (main track)
Decision: Spotlight
Title: HyperPrompt: Prompt-based Task-Conditioning of Transformers
Authors: Yun He, Steven Zheng, Yi Tay, Jai Gupta, Yu Du, Vamsi Aribandi, Zhe Zhao, Yaguang Li, Zhao Chen, Don Metzler, Heng-Tze Cheng, Ed Chi
Conference: icml 2022 (main track)
Decision: Spotlight
Title: Image-to-Image Regression with Distribution-Free Uncertainty Quantification and Applications in Imaging
Authors: Anastasios Angelopoulos, Amit Pal Kohli, Stephen Bates, Michael Jordan, Jitendra Malik, Thayer Alshaabi, Srigokul Upadhyayula, Yaniv Romano
Conference: icml 2022 (main track)
Decision: Spotlight
Title: Improving Language Models by Retrieving from Trillions of Tokens
Authors: Sebastian Borgeaud, Arthur Mensch, Jordan Hoffmann, Trevor Cai, Eliza Rutherford, Katie Millican, George van den Driessche, Jean-Baptiste Lespiau, Bogdan Damoc, Aidan Clark, Diego de Las Casas, Aurelia Guy, Jacob Menick, Roman Ring, Tom Hennigan, Saffron Huang, Loren Maggiore, Chris Jones, Albin Cassirer, Andy Brock, Michela Paganini, Geoffrey Irving, Oriol Vinyals, Simon Osindero, Karen Simonyan, Jack Rae, Erich Elsen, Laurent Sifre
Conference: icml 2022 (main track)
Decision: Spotlight
Title: Latent Diffusion Energy-Based Model for Interpretable Text Modelling
Authors: Peiyu Yu, Sirui Xie, Xiaojian Ma, Baoxiong Jia, Bo Pang, Ruiqi Gao, Yixin Zhu, Song-Chun Zhu, Ying Nian Wu
Conference: icml 2022 (main track)
Decision: Spotlight
Title: Low-Complexity Deep Convolutional Neural Networks on Fully Homomorphic Encryption Using Multiplexed Parallel Convolutions
Authors: Eunsang Lee, Joon-Woo Lee, Junghyun Lee, Young-Sik KIM, Yongjune Kim, Jong-Seon No, Woosuk Choi
Conference: icml 2022 (main track)
Decision: Spotlight
Title: Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time
Authors: Mitchell Wortsman, Gabriel Ilharco, Samir Gadre, Rebecca Roelofs, Raphael Gontijo Lopes, Ari Morcos, Hongseok Namkoong, Ali Farhadi, Yair Carmon, Simon Kornblith, Ludwig Schmidt
Conference: icml 2022 (main track)
Decision: Spotlight
Title: Model-Value Inconsistency as a Signal for Epistemic Uncertainty
Authors: Angelos Filos, Eszter Vértes, Zita Marinho, Gregory Farquhar, Diana Borsa, Abe Friesen, Feryal Behbahani, Tom Schaul, Andre Barreto, Simon Osindero
Conference: icml 2022 (main track)
Decision: Spotlight
Title: OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework
Authors: Peng Wang, An Yang, Rui Men, Junyang Lin, Shuai Bai, Zhikang Li, Jianxin Ma, Chang Zhou, Jingren Zhou, Hongxia Yang
Conference: icml 2022 (main track)
Decision: Spotlight
Title: PMIC: Improving Multi-Agent Reinforcement Learning with Progressive Mutual Information Collaboration
Authors: Pengyi Li, Hongyao Tang, Tianpei Yang, Xiaotian Hao, Tong Sang, Yan Zheng, Jianye Hao, Matthew Taylor, Wenyuan Tao, Zhen Wang
Conference: icml 2022 (main track)
Decision: Spotlight
Title: Position Prediction as an Effective Pretraining Strategy
Authors: Shuangfei Zhai, Navdeep Jaitly, Jason Ramapuram, Dan Busbridge, Tatiana Likhomanenko, Joseph Cheng, Walter Talbott, Chen Huang, Hanlin Goh, Joshua M Susskind
Conference: icml 2022 (main track)
Decision: Spotlight
Title: Prioritized Training on Points that are Learnable, Worth Learning, and not yet Learnt
Authors: Sören Mindermann, Jan Brauner, Muhammed Razzak, Mrinank Sharma, Andreas Kirsch, Winnie Xu, Benedikt Höltgen, Aidan Gomez, Adrien Morisot, Sebastian Farquhar, Yarin Gal
Conference: icml 2022 (main track)
Decision: Spotlight
Title: Public Data-Assisted Mirror Descent for Private Model Training
Authors: Ehsan Amid, Arun Ganesh, Rajiv Mathews, Swaroop Ramaswamy, Shuang Song, Thomas Steinke, Thomas Steinke, Vinith Suriyakumar, Om Thakkar, Abhradeep Guha Thakurta
Conference: icml 2022 (main track)
Decision: Spotlight
Title: Retrieval-Augmented Reinforcement Learning
Authors: Anirudh Goyal, Abe Friesen Friesen, Andrea Banino, Theophane Weber, Nan Rosemary Ke, Adrià Puigdomenech Badia, Arthur Guez, Mehdi Mirza, Peter Humphreys, Ksenia Konyushkova, Michal Valko, Simon Osindero, Timothy Lillicrap, Nicolas Heess, Charles Blundell
Conference: icml 2022 (main track)
Decision: Spotlight
Title: SQ-VAE: Variational Bayes on Discrete Representation with Self-annealed Stochastic Quantization
Authors: Yuhta Takida, Takashi Shibuya, WeiHsiang Liao, Chieh-Hsin Lai, Junki Ohmura, Toshimitsu Uesaka, Naoki Murata, Shusuke Takahashi, Toshiyuki Kumakura, Yuki Mitsufuji
Conference: icml 2022 (main track)
Decision: Spotlight
Title: Scalable Deep Reinforcement Learning Algorithms for Mean Field Games
Authors: Mathieu Lauriere, Sarah Perrin, Sertan Girgin, Paul Muller, Ayush Jain, Theophile Cabannes, Georgios Piliouras, Julien Perolat, Romuald Elie, Olivier Pietquin, Matthieu Geist
Conference: icml 2022 (main track)
Decision: Spotlight
Title: StreamingQA: A Benchmark for Adaptation to New Knowledge over Time in Question Answering Models
Authors: Adam Liska, Tomas Kocisky, Elena Gribovskaya, Tayfun Terzi, Eren Sezener, Devang Agrawal, Cyprien de Masson d'Autume, Tim Scholtes, Manzil Zaheer, Susannah Young, Ellen Gilsenan-McMahon, Sophia Austin, Phil Blunsom, Angeliki Lazaridou
Conference: icml 2022 (main track)
Decision: Spotlight
Title: The power of first-order smooth optimization for black-box non-smooth problems
Authors: Alexander Gasnikov, Anton Novitskii, Vasilii Novitskii, Farshed Abdukhakimov, Dmitry Kamzolov, Aleksandr Beznosikov, Martin Takac, Pavel Dvurechenskii, Bin Gu
Conference: icml 2022 (main track)
Decision: Spotlight
Title: Unified Scaling Laws for Routed Language Models
Authors: Aidan Clark, Diego de Las Casas, Aurelia Guy, Arthur Mensch, Michela Paganini, Jordan Hoffmann, Bogdan Damoc, Blake Hechtman, Trevor Cai, Sebastian Borgeaud, George van den Driessche, Eliza Rutherford, Tom Hennigan, Matthew Johnson, Albin Cassirer, Chris Jones, Elena Buchatskaya, David Budden, Laurent Sifre, Simon Osindero, Oriol Vinyals, Marc'Aurelio Ranzato, Jack Rae, Erich Elsen, Koray Kavukcuoglu, Karen Simonyan
Conference: icml 2022 (main track)
Decision: Oral
Title: Reasons for the Superiority of Stochastic Estimators over Deterministic Ones: Robustness, Consistency and Perceptual Quality
Authors: Guy Ohayon, Theo Adrai, Michael Elad, Tomer Michaeli
Affiliations: Faculty of Computer Science, Technion, Haifa, Israel; Faculty of Electrical and Computer Engineering, Technion, Haifa, Israel
Conference: icml 2023 (main track)
Decision: Poster
Title: Multi-User Reinforcement Learning with Low Rank Rewards
Authors: Dheeraj Nagaraj, Suhas S Kowshik, Naman Agarwal, Praneeth Netrapalli, Prateek Jain
Affiliations: Amazon India (Work was done prior to joining Amazon); Google Research, Princeton; Google Research, Bangalore
Conference: icml 2023 (main track)
Decision: Poster
Title: Which Features are Learnt by Contrastive Learning? On the Role of Simplicity Bias in Class Collapse and Feature Suppression
Authors: Yihao Xue, Siddharth Joshi, Eric Gan, Pin-Yu Chen, Baharan Mirzasoleiman
Affiliations: Department of Computer Science, University of California, Los Angeles, USA; IBM Research
Conference: icml 2023 (main track)
Decision: Oral
Title: Beyond Reward: Offline Preference-guided Policy Optimization
Authors: Yachen Kang, Diyuan Shi, Jinxin Liu, Li He, Donglin Wang
Affiliations: College of Computer Science and Technology, Zhejiang University, Hangzhou, Zhejiang, China; Machine Intelligence Lab (MiLAB) of the School of Engineering, Westlake University, Hangzhou, Zhejiang, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Estimating Causal Effects using a Multi-task Deep Ensemble
Authors: Ziyang Jiang, Zhuoran Hou, Yiling Liu, Yiman Ren, Keyu Li, David Carlson
Affiliations: Program in Computational Biology and Bioinformatics, Duke University School of Medicine, Durham, NC, USA; Department of Civil and Environmental Engineering, Duke University, Durham, NC, USA; Department of Economics, University of Michigan Ross School of Business, Ann Arbor, MI, USA; Department of Computer Science, Duke University, Durham, NC, USA; Department of Electrical and Computer Engineering, Duke University, Durham, NC, USA; Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: STEP: Learning N:M Structured Sparsity Masks from Scratch with Precondition
Authors: Yucheng Lu, Shivani Agrawal, Suvinay Subramanian, Oleg Rybakov, Christopher De Sa, Amir Yazdanbakhsh
Affiliations: Department of Computer Science, Cornell University; Google; Google DeepMind
Conference: icml 2023 (main track)
Decision: Poster
Title: Input Perturbation Reduces Exposure Bias in Diffusion Models
Authors: Mang Ning, Enver Sangineto, Angelo Porrello, Simone Calderara, Rita Cucchiara
Affiliations: Department of Engineering (DIEF), University of Modena and Reggio Emilia, Italy; Department of Information and Computing Science, Utrecht University, the Netherlands; Department of Engineering (DIEF), University of Modena and Reggio Emilia, Italy
Conference: icml 2023 (main track)
Decision: Poster
Title: Dividing and Conquering a BlackBox to a Mixture of Interpretable Models: Route, Interpret, Repeat
Authors: Shantanu Ghosh, Ke Yu, Forough Arabshahi, Kayhan Batmanghelich
Affiliations: MetaAI, MenloPark, CA, USA; Intelligent Systems Program, University of Pittsburgh, PA, USA; Department of Electrical and Computer Engineering, Boston University, MA, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Towards Understanding and Improving GFlowNet Training
Authors: Max W. Shen, Emmanuel Bengio, Ehsan Hajiramezanali, Andreas Loukas, Kyunghyun Cho, Tommaso Biancalani
Affiliations: Genentech, South San Francisco, USA; Prescient Design, Genentech, South San Francisco, USA; Department of Computer Science, New York University, New York, USA; Genentech, South San Francisco, USA; Prescient Design, Genentech, South San Francisco, USA; Recursion Pharmaceuticals, Salt Lake City, Utah; Genentech, South San Francisco, USA; Prescient Design, Genentech, South San Francisco, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Fast Online Value-Maximizing Prediction Sets with Conformal Cost Control
Authors: Zhen Lin, Shubhendu Trivedi, Cao Xiao, Jimeng Sun
Affiliations: shubhendu@csail.mit.edu; Carle Illinois College of Medicine, University of Illinois at Urbana-Champaign, USA; Relativity; Department of Computer Science, University of Illinois at Urbana-Champaign, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Sample Complexity Bounds for Learning High-dimensional Simplices in Noisy Regimes
Authors: Amir Hossein Saberi, Amir Najafi, Seyed Abolfazl Motahari, Babak H. Khalaj
Affiliations: Department of Electrical Engineering, Sharif University of Technology, Tehran, Iran.; Department of Computer Engineering, Sharif University of Technology, Tehran, Iran.; School of Mathematics, Institute for Research in Fundamental Sciences (IPM), P.O. Box: 19395-5746, Tehran, Iran.
Conference: icml 2023 (main track)
Decision: Poster
Title: Provably Invariant Learning without Domain Information
Authors: Xiaoyu Tan, Yong Lin, Shengyu Zhu, Chao Qu, Xihe Qiu, Yinghui Xu, Peng Cui, Yuan Qi
Affiliations: Ubiquant Investment, Beijing, China; School of Electronic and Electrical Engineering, Shanghai University of Engineering Science, Shanghai, China; Department of Computer Science and Technology, Tsinghua University, Beijing, China; Hong Kong University of Science and Technology, Hong Kong, China; Artificial Intelligence Innovation and Incubation (AI³) Institute, Fudan University, Shanghai, China; INF Technology (Shanghai) Co., Ltd., Shanghai, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Few-Sample Feature Selection via Feature Manifold Learning
Authors: David Cohen, Tal Shnitzer, Yuval Kluger, Ronen Talmon
Affiliations: Viterbi Faculty of Electrical and Computer Engineering, Technion – Israel Institute of Technology, Haifa, Israel; CSAIL, Massachusetts Institute of Technology, Cambridge, USA; Applied Mathematics Program, Yale University, New Haven, CT 06511, USA; Department of Pathology, Yale School of Medicine, New Haven, CT 06511, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Regularization and Variance-Weighted Regression Achieves Minimax Optimality in Linear MDPs: Theory and Practice
Authors: Toshinori Kitamura, Tadashi Kozuno, Yunhao Tang, Nino Vieillard, Michal Valko, Wenhao Yang, Jincheng Mei, Pierre Ménard, Mohammad Gheshlaghi Azar, Rémi Munos, Olivier Pietquin, Matthieu Geist, Csaba Szepesvári, Wataru Kumagai, Yutaka Matsuo
Affiliations: Google Research, Brain team; Peking University; University of Alberta; Otto von Guericke University Magdeburg; DeepMind; The University of Tokyo, Japan; OMRON SINIC X, Japan
Conference: icml 2023 (main track)
Decision: Poster
Title: Distortion and Uncertainty Aware Loss for Panoramic Depth Completion
Authors: Zhiqiang Yan, Xiang Li, Kun Wang, Shuo Chen, Jun Li, Jian Yang
Affiliations: PCALab, School of Computer Science and Engineering, Nanjing University of Science and Technology, China; RIKEN Center for Advanced Intelligence Project, Japan
Conference: icml 2023 (main track)
Decision: Poster
Title: Trompt: Towards a Better Deep Neural Network for Tabular Data
Authors: Kuan-Yu Chen, Ping-Han Chiang, Hsin-Rung Chou, Ting-Wei Chen, Darby Tien-Hao Chang
Affiliations: SinoPac Holdings, Taipei, Taiwan; Department of Electronic Engineering, National Cheng Kung University, Tainan, Taiwan
Conference: icml 2023 (main track)
Decision: Poster
Title: Probably Anytime-Safe Stochastic Combinatorial Semi-Bandits
Authors: Yunlong Hou, Vincent Y. F.  Tan, Zixin Zhong
Affiliations: Department of Mathematics, National University of Singapore, Singapore; Department of Computing Science, University of Alberta, Canada; Department of Electrical and Computer Engineering, National University of Singapore, Singapore; Institute of Operations Research and Analytics, National University of Singapore, Singapore
Conference: icml 2023 (main track)
Decision: Poster
Title: Differentiable Simulations for Enhanced Sampling of Rare Events
Authors: Martin Šípka, Johannes C. B. Dietschreit, Lukáš Grajciar, Rafael Gómez-Bombarelli
Affiliations: 1Department of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA; 1Department of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA; 2Mathematical Institute, Faculty of Mathematics and Physics, Charles University, Sokolovsk ´a 83, 186 75 Prague, Czech Republic; 3Department of Physical and Macromolecular Chemistry, Faculty of Sciences, Charles University, 128 43 Prague 2, Czech Republic; 3Department of Physical and Macromolecular Chemistry, Faculty of Sciences, Charles University, 128 43 Prague 2, Czech Republic
Conference: icml 2023 (main track)
Decision: Poster
Title: Towards Coherent Image Inpainting Using Denoising Diffusion Implicit Models
Authors: Guanhua Zhang, Jiabao Ji, Yang Zhang, Mo Yu, Tommi Jaakkola, Shiyu Chang
Affiliations: 1UC Santa Barbara; 2MIT-IBM Watson AI Lab; 4MIT CSAIL; 3IBM Research
Conference: icml 2023 (main track)
Decision: Poster
Title: PFNs4BO: In-Context Learning for Bayesian Optimization
Authors: Samuel Müller, Matthias Feurer, Noah Hollmann, Frank Hutter
Affiliations: University of Freiburg, Germany; University of Freiburg, Germany; Prior Labs; Charit´e – Berlin University of Medicine, Germany; University of Freiburg, Germany; Prior Labs
Conference: icml 2023 (main track)
Decision: Poster
Title: Better Diffusion Models Further Improve Adversarial Training
Authors: Zekai Wang, Tianyu Pang, Chao Du, Min Lin, Weiwei Liu, Shuicheng Yan
Affiliations: Sea AI Lab; School of Computer Science, National Engineering Research Center for Multimedia Software, Institute of Artificial Intelligence and Hubei Key Laboratory of Multimedia and Network Communication Engineering, Wuhan University
Conference: icml 2023 (main track)
Decision: Poster
Title: Structure-informed Language Models Are Protein Designers
Authors: Zaixiang Zheng, Yifan Deng, Dongyu Xue, Yi Zhou, Fei Ye, Quanquan Gu
Affiliations: 1ByteDance Research; 2Dept. of Computer Science, University of Wisconsin-Madison (work was done during Yifan’s internship at ByteDance Research)
Conference: icml 2023 (main track)
Decision: Oral
Title: Cooperation in the Latent Space: The Benefits of Adding Mixture Components in Variational Autoencoders
Authors: Oskar Kviman, Ricky Molén, Alexandra Hotti, Semih Kurt, Víctor Elvira, Jens Lagergren
Affiliations: 1KTH Royal Institute of Technology, 2Science for Life Laboratory; 1KTH Royal Institute of Technology, 2Science for Life Laboratory, 3Klarna; 4University of Edinburgh
Conference: icml 2023 (main track)
Decision: Poster
Title: The Computational Complexity of Concise Hypersphere Classification
Authors: Eduard Eiben, Robert Ganian, Iyad Kanj, Sebastian Ordyniak, Stefan Szeider
Affiliations: Royal Holloway, University of London, UK; DePaul University, USA; University of Leeds, UK; Algorithms and Complexity Group, TU Wien, Austria
Conference: icml 2023 (main track)
Decision: Poster
Title: Graph Positional Encoding via Random Feature Propagation
Authors: Moshe Eliasof, Fabrizio Frasca, Beatrice Bevilacqua, Eran Treister, Gal Chechik, Haggai Maron
Affiliations: Department of Computer Science, Bar-Ilan University, Israel; Department of Computing, Imperial College London, UK; NVIDIA Research; Department of Computer Science, Ben-Gurion University of the Negev, Israel; Department of Computer Science, Purdue University, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Bi-directional Masks for Efficient N:M Sparse Training
Authors: Yuxin Zhang*, Yiting Luo*, Mingbao Lin, Yunshan Zhong, Jingjing Xie, Fei Chao, Rongrong Ji
Affiliations: Key Laboratory of Multimedia Trusted Perception and Efficient Computing, Ministry of Education of China, Xiamen University, Xiamen, China; Tencent Youtu Lab, Shanghai, China; Institute of Artificial Intelligence, Xiamen University, Xiamen, China
Conference: icml 2023 (main track)
Decision: Poster
Title: Linear Causal Disentanglement via Interventions
Authors: Chandler Squires, Anna Seigal, Salil Bhate, Caroline Uhler
Affiliations: Broad Institute of MIT and Harvard; Laboratory for Information and Decision Systems, MIT; Broad Institute of MIT and Harvard; Laboratory for Information and Decision Systems, MIT; School of Engineering and Applied Sciences, Harvard University
Conference: icml 2023 (main track)
Decision: Poster
Title: Improving Visual Prompt Tuning for Self-supervised Vision Transformers
Authors: Seungryong Yoo, Eunji Kim, Dahuin Jung, Jungbeom Lee, Sungroh Yoon
Affiliations: Electrical and Computer Engineering, Interdisciplinary Program in Artificial Intelligence, Seoul National University, Seoul, Korea; Electrical and Computer Engineering, Seoul National University, Seoul, Korea
Conference: icml 2023 (main track)
Decision: Poster
Title: Why Is Public Pretraining Necessary for Private Model Training?
Authors: Arun Ganesh, Mahdi Haghifam, Milad Nasr, Sewoong Oh, Thomas Steinke, Om Thakkar, Abhradeep Thakurta, Lun Wang
Affiliations: Google; University of Washington; University of Toronto
Conference: icml 2023 (main track)
Decision: Poster
Title: Learning Unnormalized Statistical Models via Compositional Optimization
Authors: Wei Jiang, Jiayu Qin, Lingyu Wu, Changyou Chen, Tianbao Yang, Lijun Zhang
Affiliations: Department of Computer Science and Engineering, Texas A&M University, College Station, USA; National Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China; Department of Computer Science and Engineering, University at Buffalo, New York, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Hyena Hierarchy: Towards Larger Convolutional Language Models
Authors: Michael Poli, Stefano Massaroli, Eric Nguyen, Daniel Y. Fu, Tri Dao, Stephen Baccus, Yoshua Bengio, Stefano Ermon, Christopher Ré
Affiliations: Stanford University; Mila and Université de Montréal
Conference: icml 2023 (main track)
Decision: Oral
Title: Pre-training for Speech Translation: CTC Meets Optimal Transport
Authors: Phuong-Hang Le, Hongyu Gong, Changhan Wang, Juan Pino, Benjamin Lecouteux, Didier Schwab
Affiliations: Meta AI; Univ. Grenoble Alpes, CNRS, Grenoble INP, LIG, 38000 Grenoble, France
Conference: icml 2023 (main track)
Decision: Oral
Title: Attention-Based Recurrence for Multi-Agent Reinforcement Learning under Stochastic Partial Observability
Authors: Thomy Phan, Fabian Ritz, Philipp Altmann, Maximilian Zorn, Jonas Nüßlein, Michael Kölle, Thomas Gabor, Claudia Linnhoff-Popien
Affiliations: LMU Munich, Germany; University of Southern California, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Differentially Private Episodic Reinforcement Learning with Heavy-tailed Rewards
Authors: Yulian Wu, Xingyu Zhou, Sayak Ray Chowdhury, Di Wang
Affiliations: Microsoft Research, India; Provable Responsible AI and Data Analytics Lab, King Abdullah University of Science and Technology, Saudi Arabia; Wayne State University, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Underspecification Presents Challenges for Credibility in Modern Machine Learning
Authors: Alexander D'Amour, Katherine Heller, Dan Moldovan, Ben Adlam, Babak Alipanahi, Alex Beutel, Christina Chen, Jonathan Deaton, Jacob Eisenstein, Matthew Hoffman, Farhad Hormozdiari, Neil Houlsby, Shaobo Hou, Ghassen Jerfel, Alan Karthikesalingam, Mario Lucic, Yian Ma, Cory McLean, Diana Mincu, Akinori Mitani, Andrea Montanari, Zachary Nado, Vivek Natarajan, Christopher Nielson, Thomas F. Osborne, Rajiv Raman, Kim Ramasamy, Rory sayres, Jessica Schrouff, Martin Seneviratne, Shannon Sequeira, Harini Suresh, Victor Veitch, Maksym Vladymyrov, Xuezhi Wang, Kellie Webster, Steve Yadlowsky, Taedong Yun, Xiaohua Zhai, D. Sculley
Conference: icml 2023 (main track)
Decision: Poster
Title: UPSCALE: Unconstrained Channel Pruning
Authors: Alvin Wan, Hanxiang Hao, Kaushik Patnaik, Yueyang Xu, Omer Hadad, David Güera, Zhile Ren, Qi Shan
Affiliations: Apple, Cupertino, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: The Test of Tests: A Framework for Differentially Private Hypothesis Testing
Authors: Zeki Kazan, Kaiyan Shi, Adam Groce, Andrew Bray
Affiliations: Department of Statistical Science, Duke University, Durham, NC, USA; Department of Computer Science, University of Maryland, College Park, MD, USA; Department of Statistics, UC Berkeley, Berkeley, CA, USA; Department of Computer Science, Reed College, Portland, OR, USA
Conference: icml 2023 (main track)
Decision: Poster
Title: Cross-Modal Fine-Tuning: Align then Refine
Authors: Junhong Shen, Liam Li, Lucio M. Dery, Corey Staten, Mikhail Khodak, Graham Neubig, Ameet Talwalkar
Affiliations: Hewlett Packard Enterprise; Carnegie Mellon University; Carnegie Mellon University, Hewlett Packard Enterprise
Conference: icml 2023 (main track)
Decision: Oral
Title: Stable and Consistent Prediction of 3D Characteristic Orientation via Invariant Residual Learning
Authors: Seungwook Kim, Chunghyun Park, Yoonwoo Jeong, Jaesik Park, Minsu Cho
Affiliations: Graduate School of Artificial Intelligence, POSTECH, Pohang, South Korea; Department of Computer Science and Engineering, POSTECH, Pohang, South Korea
Conference: icml 2023 (main track)
Decision: Poster