Ananth K. Kidambi, Guramrit Singh, Paulius Dilkas, Kuldeep S. Meel
机构
*
Indian Institute of Technology Bombay(印度理工学院班加罗尔分校)
;
University of Toronto(多伦多大学)
;
Vector Institute(向量研究所)
;
Georgia Institute of Technology(佐治亚理工学院)
;
National University of Singapore(新加坡国立大学)
Comments19 pages, 2 figures, to be published at SAT 2025, minor revisions
Self-Supervised Transformers as Iterative Solution Improvers for Constraint Satisfaction
Yudong W. Xu, Wenhao Li, Scott Sanner, Elias B. Khalil
机构
*
University of Toronto(多伦多大学)
;
Vector Institute for Artificial Intelligence(向量人工智能研究所)
;
Scale AI Research Chair in Data-Driven Algorithms for Modern Supply Chains(数据驱动算法现代供应链研究席位)
Cross-channel Perception Learning for H&E-to-IHC Virtual Staining
Hao Yang, JianYu Wu, Run Fang, Xuelian Zhao, Yuan Ji, Zhiyu Chen, Guibin He, Junceng Guo, Yang Liu, Xinhua Zeng
机构
*
College of Intelligent Robotics and Advanced Manufacturing(智能机器人与先进制造学院)
;
Department of Pathology, Zhongshan Hospital, Fudan University(复旦大学中山医院病理科)
;
Yiwu Research Institute, Fudan University(义乌研究院)
;
Department of Computer Science, The University of Toronto(多伦多大学计算机科学系)
Information Bargaining: Bilateral Commitment in Bayesian Persuasion
Yue Lin, Shuhui Zhu, William A Cunningham, Wenhao Li, Pascal Poupart, Hongyuan Zha, Baoxiang Wang
机构
*
The Chinese University of Hong Kong, Shenzhen(香港中文大学(深圳))
;
University of Waterloo(滑铁卢大学)
;
University of Toronto(多伦多大学)
;
Vector Institute(向量研究所)
;
Tongji University(同济大学)
Feynman-Kac Correctors in Diffusion: Annealing, Guidance, and Product of Experts
Marta Skreta, Tara Akhound-Sadegh, Viktor Ohanesian, Roberto Bondesan, Alán Aspuru-Guzik, Arnaud Doucet, Rob Brekelmans, Alexander Tong, Kirill Neklyudov
机构
*
University of Toronto(多伦多大学)
;
Vector Institute(向量研究所)
;
McGill University(麦吉尔大学)
;
Mila - Quebec AI Institute(魁北克AI研究所)
;
Imperial College London(伦敦帝国学院)
;
Google DeepMind(谷歌DeepMind)
;
Duke University(杜克大学)
CommentsAccepted as a Spotlight Presentation at the International Conference of Machine Learning 2025
Benchmarking Early Agitation Prediction in Community-Dwelling People with Dementia Using Multimodal Sensors and Machine Learning
Ali Abedi, Charlene H. Chu, Shehroz S. Khan
机构
*
KITE Research Institute(KITE研究机构)
;
Toronto Rehabilitation Institute(多伦多康复研究所)
;
University Health Network(大学健康网络)
;
Lawrence Bloomberg Faculty of Nursing(劳伦斯布罗德利护理学院)
;
University of Toronto(多伦多大学)
;
College of Engineering and Technology(工程与技术学院)
;
American University of the Middle East(中东美国大学)
The Common Pile v0.1: An 8TB Dataset of Public Domain and Openly Licensed Text
Nikhil Kandpal, Brian Lester, Colin Raffel, Sebastian Majstorovic, Stella Biderman, Baber Abbasi, Luca Soldaini, Enrico Shippole, A. Feder Cooper, Aviya Skowron, John Kirchenbauer, Shayne Longpre, Lintang Sutawika, Alon Albalak, Zhenlin Xu, Guilherme Penedo, Loubna Ben Allal, Elie Bakouch, John David Pressman, Honglu Fan, Dashiell Stander, Guangyu Song, Aaron Gokaslan, Tom Goldstein, Brian R. Bartoldson, Bhavya Kailkhura, Tyler Murray
机构
*
University of Toronto(多伦多大学)
;
Vector Institute(向量研究所)
;
Hugging Face
;
EleutherAI
;
The Allen Institute for Artificial Intelligence(人工智能研究所)
;
Teraflop AI
;
Cornell University(康奈尔大学)
;
University of Maryland, College Park(马里兰大学学院市分校)
;
MIT(麻省理工学院)
;
CMU(卡内基梅隆大学)
;
Lila Sciences
;
Lawrence Livermore National Laboratory(劳伦斯利弗莫尔国家实验室)
Efficient and Accurate Optimal Transport with Mirror Descent and Conjugate Gradients
Mete Kemertas, Allan D. Jepson, Amir-massoud Farahmand
机构
*
University of Toronto, Department of Computer Science(多伦多大学计算机科学系)
;
Vector Institute(向量研究所)
;
Polytechnique Montréal(蒙特利尔大学)
;
Mila - Quebec AI Institute(魁北克AI研究所)
CommentsPublished in Transactions on Machine Learning Research (TMLR)
Generalization in VAE and Diffusion Models: A Unified Information-Theoretic Analysis
Qi Chen, Jierui Zhu, Florian Shkurti
机构
*
Department of Computer Science, University of Toronto(计算机科学系,多伦多大学)
;
Department of Statistical Sciences, University of Toronto(统计科学系,多伦多大学)
;
Data Science Institute(数据科学研究所)
;
Vector Institute(向量研究所)
;
Robotics Institute(机器人研究所)
机构
*
Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)(莫扎德大学人工智能学院)
;
Fraunhofer Institute for Open Communication Systems (FOKUS)(弗劳恩霍夫开放通信系统研究所)
;
Technical University of Munich(慕尼黑技术大学)
;
Technical University of Darmstadt(达姆施塔特技术大学)
;
University of Toronto(多伦多大学)
机构
*
Carnegie Mellon University(卡内基梅隆大学)
;
University of Michigan(密歇根大学)
;
University of Toronto(多伦多大学)
;
Max Planck Institute for Intelligent Systems(智能系统马克斯·普朗克研究所)
;
Vector Institute(向量研究所)
Sorrel: A simple and flexible framework for multi-agent reinforcement learning
Rebekah A. Gelpí, Yibing Ju, Ethan C. Jackson, Yikai Tang, Shon Verch, Claas Voelcker, William A. Cunningham
机构
*
University of Toronto(多伦多大学)
;
Schwartz Reisman Institute for Technology & Society(科技与社会研究所)
;
Vector Institute(向量研究所)
;
Department of Computer Science, University of Toronto(多伦多大学计算机科学系)
机构
*
The University of Hong Kong(香港大学)
;
University of Michigan(密歇根大学)
;
Independent(独立研究者)
;
University of Toronto(多伦多大学)
;
University of Waterloo(滑铁卢大学)
;
The Ohio State University(俄亥俄州立大学)
From Lived Experience to Insight: Unpacking the Psychological Risks of Using AI Conversational Agents
Mohit Chandra, Suchismita Naik, Denae Ford, Ebele Okoli, Munmun De Choudhury, Mahsa Ershadi, Gonzalo Ramos, Javier Hernandez, Ananya Bhattacharjee, Shahed Warreth, Jina Suh
机构
*
School of Interactive Computing, Georgia Institute of Technology(交互计算学院,佐治亚理工学院)
;
Purdue University(普渡大学)
;
Microsoft Research(微软研究院)
;
Microsoft(微软)
;
Microsoft AI(微软人工智能)
;
University of Toronto(多伦多大学)
Language Model Alignment in Multilingual Trolley Problems
Zhijing Jin, Max Kleiman-Weiner, Giorgio Piatti, Sydney Levine, Jiarui Liu, Fernando Gonzalez, Francesco Ortu, András Strausz, Mrinmaya Sachan, Rada Mihalcea, Yejin Choi, Bernhard Schölkopf
机构
*
Max Planck Institute for Intelligent Systems(马克斯·普朗克智能系统研究所)
;
ETH Zürich(苏黎世联邦理工学院)
;
University of Toronto(多伦多大学)
;
University of Washington(华盛顿大学)
;
Allen Institute for AI (AI2)(人工智能研究所)
;
Carnegie Mellon University(卡内基梅隆大学)
;
University of Trieste(特里斯坦大学)
;
University of Michigan(密歇根大学)
CommentsICLR 2025 Spotlight, Best Paper @ NeurIPS 2024 Workshop on Pluralistic Alignment
Supervised Contrastive Learning for Ordinal Engagement Measurement
Sadaf Safa, Ali Abedi, Shehroz S. Khan
机构
*
KITE Research Institute, University Health Network, Toronto, Canada(KITE研究机构、大学健康网络、多伦多,加拿大)
;
Institute of Biomedical Engineering, University of Toronto, Toronto, Canada(生物医学工程研究所、多伦多大学、多伦多,加拿大)
;
College of Engineering and Technology, American University of the Middle East, Kuwait(工程与技术学院、中东美国大学、科威特)
Ctrl-DNA: Controllable Cell-Type-Specific Regulatory DNA Design via Constrained RL
Xingyu Chen, Shihao Ma, Runsheng Lin, Jiecong Lin, Bo Wang
机构
*
University of Toronto(多伦多大学)
;
Vector Institute for Artificial Intelligence(人工智能向量研究所)
;
University Health Network(大学健康网络)
;
Changping Laboratory(昌平实验室)