Russ Salakhutdinov

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 11

Top Topics

Multimodal Data

Multi Agent Decision Making

Cognitive Effort

Top Venues

Publications

Shentong Mo, Russ Salakhutdinov, Louis-Philippe Morency, Paul Pu Liang
IoT-LM: Large Multisensory Language Models for the Internet of Things. CoRR (2024)
Jing Yu Koh, Robert Lo, Lawrence Jang, Vikram Duvvur, Ming Chong Lim, Po-Yu Huang, Graham Neubig, Shuyan Zhou, Russ Salakhutdinov, Daniel Fried
VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks. ACL (1) (2024)
Paul Pu Liang, Chun Kai Ling, Yun Cheng, Alexander Obolenskiy, Yudong Liu, Rohan Pandey, Alex Wilf, Louis-Philippe Morency, Russ Salakhutdinov
Multimodal Learning Without Labeled Multimodal Data: Guarantees and Applications. ICLR (2024)
Minji Yoon, Yue Wu, John Palowitch, Bryan Perozzi, Russ Salakhutdinov
Graph Generative Model for Benchmarking Graph Neural Networks. ICML (2023)
Paul Pu Liang, Yiwei Lyu, Xiang Fan, Jeffrey Tsaw, Yudong Liu, Shentong Mo, Dani Yogatama, Louis-Philippe Morency, Russ Salakhutdinov
High-Modality Multimodal Transformer: Quantifying Modality & Interaction Heterogeneity for High-Modality Representation Learning. Trans. Mach. Learn. Res. 2023 (2023)
Jing Yu Koh, Daniel Fried, Russ Salakhutdinov
Generating Images with Multimodal Language Models. NeurIPS (2023)
Raj Ghugare, Homanga Bharadhwaj, Benjamin Eysenbach, Sergey Levine, Russ Salakhutdinov
Simplifying Model-based RL: Learning Representations, Latent-space Models, and Policies with One Objective. ICLR (2023)
Paul Pu Liang, Yun Cheng, Xiang Fan, Chun Kai Ling, Suzanne Nie, Richard J. Chen, Zihao Deng, Nicholas B. Allen, Randy Auerbach, Faisal Mahmood, Russ Salakhutdinov, Louis-Philippe Morency
Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework. NeurIPS (2023)
Yue Wu, So Yeon Min, Shrimai Prabhumoye, Yonatan Bisk, Russ Salakhutdinov, Amos Azaria, Tom M. Mitchell, Yuanzhi Li
SPRING: Studying Papers and Reasoning to play Games. NeurIPS (2023)
Shentong Mo, Paul Pu Liang, Russ Salakhutdinov, Louis-Philippe Morency
MultiIoT: Towards Large-scale Multisensory Learning for the Internet of Things. CoRR (2023)
Benjamin Eysenbach, Soumith Udatha, Russ Salakhutdinov, Sergey Levine
Imitating Past Successes can be Very Suboptimal. NeurIPS (2022)