Ruslan Salakhutdinov

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 356

Top Venues

Publications

Jing Yu Koh, Robert Lo, Lawrence Jang, Vikram Duvvur, Ming Chong Lim, Po-Yu Huang, Graham Neubig, Shuyan Zhou, Ruslan Salakhutdinov, Daniel Fried
VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks. CoRR (2024)
Haitian Sun, William W. Cohen, Ruslan Salakhutdinov
Scenario-based Question Answering with Interacting Contextual Properties. ICLR (2023)
Paul Pu Liang, Yiwei Lyu, Xiang Fan, Arav Agarwal, Yun Cheng, Louis-Philippe Morency, Ruslan Salakhutdinov
MultiZoo & MultiBench: A Standardized Toolkit for Multimodal Deep Learning. CoRR (2023)
Paul Pu Liang, Yiwei Lyu, Gunjan Chhablani, Nihal Jain, Zihao Deng, Xingbo Wang, Louis-Philippe Morency, Ruslan Salakhutdinov
MultiViz: Towards User-Centric Visualizations and Interpretations of Multimodal Models. CHI Extended Abstracts (2023)
Ted Moskovitz, Aaditya K. Singh, DJ Strouse, Tuomas Sandholm, Ruslan Salakhutdinov, Anca D. Dragan, Stephen McAleer
Confronting Reward Model Overoptimization with Constrained RLHF. CoRR (2023)
Paul Pu Liang, Yiwei Lyu, Xiang Fan, Arav Agarwal, Yun Cheng, Louis-Philippe Morency, Ruslan Salakhutdinov
MultiZoo and MultiBench: A Standardized Toolkit for Multimodal Deep Learning. J. Mach. Learn. Res. 24 (2023)
Paul Pu Liang, Yun Cheng, Xiang Fan, Chun Kai Ling, Suzanne Nie, Richard J. Chen, Zihao Deng, Faisal Mahmood, Ruslan Salakhutdinov, Louis-Philippe Morency
Quantifying & Modeling Feature Interactions: An Information Decomposition Framework. CoRR (2023)
Jing Yu Koh, Daniel Fried, Ruslan Salakhutdinov
Generating Images with Multimodal Language Models. CoRR (2023)
Paul Pu Liang, Yun Cheng, Ruslan Salakhutdinov, Louis-Philippe Morency
Multimodal Fusion Interactions: A Study of Human and Automatic Quantification. ICMI (2023)
Chongyi Zheng, Benjamin Eysenbach, Homer Walke, Patrick Yin, Kuan Fang, Ruslan Salakhutdinov, Sergey Levine
Stabilizing Contrastive RL: Techniques for Offline Goal Reaching. CoRR (2023)
Yutong He, Naoki Murata, Chieh-Hsin Lai, Yuhta Takida, Toshimitsu Uesaka, Dongjun Kim, Wei-Hsiang Liao, Yuki Mitsufuji, J. Zico Kolter, Ruslan Salakhutdinov, Stefano Ermon
Manifold Preserving Guided Diffusion. CoRR (2023)
Xiang Fan, Yiwei Lyu, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency
Nano: Nested Human-in-the-Loop Reward Learning for Few-shot Language Model Control. ACL (Findings) (2023)
Benjamin Eysenbach, Matthieu Geist, Sergey Levine, Ruslan Salakhutdinov
A Connection between One-Step RL and Critic Regularization in Reinforcement Learning. ICML (2023)
Murtaza Dalal, Ajay Mandlekar, Caelan Reed Garrett, Ankur Handa, Ruslan Salakhutdinov, Dieter Fox
Imitating Task and Motion Planning with Visuomotor Transformers. CoRL (2023)
Minji Yoon, Jing Yu Koh, Bryan Hooi, Ruslan Salakhutdinov
Multimodal Graph Learning for Generative Tasks. CoRR (2023)
Benjamin Eysenbach, Matthieu Geist, Sergey Levine, Ruslan Salakhutdinov
A Connection between One-Step Regularization and Critic Regularization in Reinforcement Learning. CoRR (2023)
Kyle Hatch, Benjamin Eysenbach, Rafael Rafailov, Tianhe Yu, Ruslan Salakhutdinov, Sergey Levine, Chelsea Finn
Contrastive Example-Based Control. CoRR (2023)
Haitian Sun, William W. Cohen, Ruslan Salakhutdinov
Answering Ambiguous Questions with a Database of Questions, Answers, and Revisions. CoRR (2023)
Brandon Trabucco, Gunnar A. Sigurdsson, Robinson Piramuthu, Gaurav S. Sukhatme, Ruslan Salakhutdinov
A Simple Approach for Visual Room Rearrangement: 3D Mapping and Semantic Search. ICLR (2023)
Haofei Yu, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency
MMOE: Mixture of Multimodal Interaction Experts. CoRR (2023)
Rohan Pandey, Rulin Shao, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency
Cross-modal Attention Congruence Regularization for Vision-Language Relation Alignment. ACL (1) (2023)
Murtaza Dalal, Ajay Mandlekar, Caelan Reed Garrett, Ankur Handa, Ruslan Salakhutdinov, Dieter Fox
Imitating Task and Motion Planning with Visuomotor Transformers. CoRR (2023)
Jing Yu Koh, Ruslan Salakhutdinov, Daniel Fried
Grounding Language Models to Images for Multimodal Generation. CoRR (2023)
Kyle Beltran Hatch, Benjamin Eysenbach, Rafael Rafailov, Tianhe Yu, Ruslan Salakhutdinov, Sergey Levine, Chelsea Finn
Contrastive Example-Based Control. L4DC (2023)
Paul Pu Liang, Yiwei Lyu, Gunjan Chhablani, Nihal Jain, Zihao Deng, Xingbo Wang, Louis-Philippe Morency, Ruslan Salakhutdinov
MultiViz: Towards Visualizing and Understanding Multimodal Models. ICLR (2023)
Yue Wu, Shrimai Prabhumoye, So Yeon Min, Yonatan Bisk, Ruslan Salakhutdinov, Amos Azaria, Tom M. Mitchell, Yuanzhi Li
SPRING: GPT-4 Out-performs RL Algorithms by Studying Papers and Reasoning. CoRR (2023)
Paul Pu Liang, Zihao Deng, Martin Ma, James Zou, Louis-Philippe Morency, Ruslan Salakhutdinov
Factorized Contrastive Learning: Going Beyond Multi-view Redundancy. CoRR (2023)
Paul Pu Liang, Yun Cheng, Ruslan Salakhutdinov, Louis-Philippe Morency
Multimodal Fusion Interactions: A Study of Human and Automatic Quantification. CoRR (2023)
Chongyi Zheng, Ruslan Salakhutdinov, Benjamin Eysenbach
Contrastive Difference Predictive Coding. CoRR (2023)
Brandon Trabucco, Kyle Doherty, Max Gurinas, Ruslan Salakhutdinov
Effective Data Augmentation With Diffusion Models. CoRR (2023)
Yao-Yuan Yang, Cyrus Rashtchian, Ruslan Salakhutdinov, Kamalika Chaudhuri
Probing Predictions on OOD Images via Nearest Categories. Trans. Mach. Learn. Res. 2023 (2023)
Jing Yu Koh, Ruslan Salakhutdinov, Daniel Fried
Grounding Language Models to Images for Multimodal Inputs and Outputs. ICML (2023)
Yue Wu, So Yeon Min, Yonatan Bisk, Ruslan Salakhutdinov, Amos Azaria, Yuanzhi Li, Tom M. Mitchell, Shrimai Prabhumoye
Plan, Eliminate, and Track - Language Models are Good Teachers for Embodied Agents. CoRR (2023)
Paul Pu Liang, Zihao Deng, Martin Q. Ma, James Y. Zou, Louis-Philippe Morency, Ruslan Salakhutdinov
Factorized Contrastive Learning: Going Beyond Multi-view Redundancy. NeurIPS (2023)
Paul Pu Liang, Chun Kai Ling, Yun Cheng, Alex Obolenskiy, Yudong Liu, Rohan Pandey, Alex Wilf, Louis-Philippe Morency, Ruslan Salakhutdinov
Multimodal Learning Without Labeled Multimodal Data: Guarantees and Applications. CoRR (2023)
Yutong He, Ruslan Salakhutdinov, J. Zico Kolter
Localized Text-to-Image Generation for Free via Cross Attention Control. CoRR (2023)
So Yeon Min, Yao-Hung Hubert Tsai, Wei Ding, Ali Farhadi, Ruslan Salakhutdinov, Yonatan Bisk, Jian Zhang
Self-Supervised Object Goal Navigation with In-Situ Finetuning. IROS (2023)
Yao-Hung Hubert Tsai, Tianqin Li, Weixin Liu, Peiyuan Liao, Ruslan Salakhutdinov, Louis-Philippe Morency
Learning Weakly-Supervised Contrastive Representations. CoRR (2022)
Samuel Yu, Peter Wu, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency
PACS: A Dataset for Physical Audiovisual CommonSense Reasoning. CoRR (2022)
Paul Pu Liang, Yiwei Lyu, Gunjan Chhablani, Nihal Jain, Zihao Deng, Xingbo Wang, Louis-Philippe Morency, Ruslan Salakhutdinov
MultiViz: An Analysis Benchmark for Visualizing and Understanding Multimodal Models. CoRR (2022)
Brandon Trabucco, Gunnar A. Sigurdsson, Robinson Piramuthu, Gaurav S. Sukhatme, Ruslan Salakhutdinov
A Simple Approach for Visual Rearrangement: 3D Mapping and Semantic Search. CoRR (2022)
Minji Yoon, John Palowitch, Dustin Zelle, Ziniu Hu, Ruslan Salakhutdinov, Bryan Perozzi
Zero-shot Domain Adaptation of Heterogeneous Graphs via Knowledge Transfer Networks. CoRR (2022)
So Yeon Min, Devendra Singh Chaplot, Pradeep Kumar Ravikumar, Yonatan Bisk, Ruslan Salakhutdinov
FILM: Following Instructions in Language with Modular Methods. ICLR (2022)
So Yeon Min, Hao Zhu, Ruslan Salakhutdinov, Yonatan Bisk
Don't Copy the Teacher: Data and Model Challenges in Embodied Dialogue. EMNLP (2022)
Mathis Petrovich, Chao Liang, Ryoma Sato, Yanbin Liu, Yao-Hung Hubert Tsai, Linchao Zhu, Yi Yang, Ruslan Salakhutdinov, Makoto Yamada
Feature-Robust Optimal Transport for High-Dimensional Data. ECML/PKDD (5) (2022)
Yiwei Lyu, Paul Pu Liang, Zihao Deng, Ruslan Salakhutdinov, Louis-Philippe Morency
DIME: Fine-grained Interpretations of Multimodal Models via Disentangled Local Explanations. AIES (2022)
Samuel Yu, Peter Wu, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency
PACS: A Dataset for Physical Audiovisual CommonSense Reasoning. ECCV (37) (2022)
Cheng-Fu Yang, Yao-Hung Hubert Tsai, Wan-Cyuan Fan, Ruslan Salakhutdinov, Louis-Philippe Morency, Yu-Chiang Frank Wang
Paraphrasing Is All You Need for Novel Object Captioning. CoRR (2022)
Tianwei Ni, Benjamin Eysenbach, Ruslan Salakhutdinov
Recurrent Model-Free RL Can Be a Strong Baseline for Many POMDPs. ICML (2022)
Yao-Hung Hubert Tsai, Tianqin Li, Weixin Liu, Peiyuan Liao, Ruslan Salakhutdinov, Louis-Philippe Morency
Learning Weakly-supervised Contrastive Representations. ICLR (2022)
Minji Yoon, Yue Wu, John Palowitch, Bryan Perozzi, Ruslan Salakhutdinov
Scalable Privacy-enhanced Benchmark Graph Generative Model for Graph Convolutional Networks. CoRR (2022)
Benjamin Eysenbach, Alexander Khazatsky, Sergey Levine, Ruslan Salakhutdinov
Mismatched No More: Joint Model-Policy Optimization for Model-Based RL. NeurIPS (2022)
Benjamin Eysenbach, Tianjun Zhang, Ruslan Salakhutdinov, Sergey Levine
Contrastive Learning as Goal-Conditioned Reinforcement Learning. CoRR (2022)
Paul Pu Liang, Yiwei Lyu, Xiang Fan, Shentong Mo, Dani Yogatama, Louis-Philippe Morency, Ruslan Salakhutdinov
HighMMT: Towards Modality and Task Generalization for High-Modality Representation Learning. CoRR (2022)
Minji Yoon, John Palowitch, Dustin Zelle, Ziniu Hu, Ruslan Salakhutdinov, Bryan Perozzi
Zero-shot Transfer Learning within a Heterogeneous Graph via Knowledge Transfer Networks. NeurIPS (2022)
Yuxin Xiao, Paul Pu Liang, Umang Bhatt, Willie Neiswanger, Ruslan Salakhutdinov, Louis-Philippe Morency
Uncertainty Quantification with Pre-trained Language Models: A Large-Scale Empirical Analysis. CoRR (2022)
Haitian Sun, William W. Cohen, Ruslan Salakhutdinov
Reasoning over Logically Interacted Conditions for Question Answering. CoRR (2022)
Raj Ghugare, Homanga Bharadhwaj, Benjamin Eysenbach, Sergey Levine, Ruslan Salakhutdinov
Simplifying Model-based RL: Learning Representations, Latent-space Models, and Policies with One Objective. CoRR (2022)
So Yeon Min, Hao Zhu, Ruslan Salakhutdinov, Yonatan Bisk
Don't Copy the Teacher: Data and Model Challenges in Embodied Dialogue. CoRR (2022)
Haitian Sun, William W. Cohen, Ruslan Salakhutdinov
ConditionalQA: A Complex Reading Comprehension Dataset with Conditional Answers. ACL (1) (2022)
Benjamin Eysenbach, Soumith Udatha, Sergey Levine, Ruslan Salakhutdinov
Imitating Past Successes can be Very Suboptimal. CoRR (2022)
Yao-Hung Hubert Tsai, Tianqin Li, Martin Q. Ma, Han Zhao, Kun Zhang, Louis-Philippe Morency, Ruslan Salakhutdinov
Conditional Contrastive Learning with Kernel. CoRR (2022)
Yuxin Xiao, Paul Pu Liang, Umang Bhatt, Willie Neiswanger, Ruslan Salakhutdinov, Louis-Philippe Morency
Uncertainty Quantification with Pre-trained Language Models: A Large-Scale Empirical Analysis. EMNLP (Findings) (2022)
Yiwei Lyu, Paul Pu Liang, Zihao Deng, Ruslan Salakhutdinov, Louis-Philippe Morency
DIME: Fine-grained Interpretations of Multimodal Models via Disentangled Local Explanations. CoRR (2022)
Benjamin Eysenbach, Ruslan Salakhutdinov, Sergey Levine
The Information Geometry of Unsupervised Reinforcement Learning. ICLR (2022)
Tianjun Zhang, Benjamin Eysenbach, Ruslan Salakhutdinov, Sergey Levine, Joseph E. Gonzalez
C-Planning: An Automatic Curriculum for Learning Goal-Reaching Tasks. ICLR (2022)
Xiang Fan, Yiwei Lyu, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency
Nano: Nested Human-in-the-Loop Reward Learning for Few-shot Language Model Control. CoRR (2022)
Rohan Pandey, Rulin Shao, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency
Cross-modal Attention Congruence Regularization for Vision-Language Relation Alignment. CoRR (2022)
Yanan Zheng, Jing Zhou, Yujie Qian, Ming Ding, Chonghua Liao, Li Jian, Ruslan Salakhutdinov, Jie Tang, Sebastian Ruder, Zhilin Yang
FewNLU: Benchmarking State-of-the-Art Methods for Few-Shot Natural Language Understanding. ACL (1) (2022)
Yao-Hung Hubert Tsai, Tianqin Li, Martin Q. Ma, Han Zhao, Kun Zhang, Louis-Philippe Morency, Ruslan Salakhutdinov
Conditional Contrastive Learning with Kernel. ICLR (2022)
Benjamin Eysenbach, Tianjun Zhang, Sergey Levine, Ruslan Salakhutdinov
Contrastive Learning as Goal-Conditioned Reinforcement Learning. NeurIPS (2022)
So Yeon Min, Yao-Hung Hubert Tsai, Wei Ding, Ali Farhadi, Ruslan Salakhutdinov, Yonatan Bisk, Jian Zhang
Object Goal Navigation with End-to-End Self-Supervision. CoRR (2022)
Wei-Ning Hsu, Yao-Hung Hubert Tsai, Benjamin Bolte, Ruslan Salakhutdinov, Abdelrahman Mohamed
Hubert: How Much Can a Bad Teacher Benefit ASR Pre-Training? ICASSP (2021)
Yiwei Lyu, Paul Pu Liang, Hai Pham, Eduard H. Hovy, Barnabás Póczos, Ruslan Salakhutdinov, Louis-Philippe Morency
StylePTB: A Compositional Benchmark for Fine-grained Controllable Text Style Transfer. CoRR (2021)
William H. Guss, Mario Ynocente Castro, Sam Devlin, Brandon Houghton, Noboru Sean Kuno, Crissman Loomis, Stephanie Milani, Sharada P. Mohanty, Keisuke Nakata, Ruslan Salakhutdinov, John Schulman, Shinya Shiroshita, Nicholay Topin, Avinash Ummadisingu, Oriol Vinyals
The MineRL 2020 Competition on Sample Efficient Reinforcement Learning using Human Priors. CoRR (2021)
Haitian Sun, Pat Verga, Bhuwan Dhingra, Ruslan Salakhutdinov, William W. Cohen
Reasoning Over Virtual Knowledge Bases With Open Predicate Relations. CoRR (2021)
Peter Wu, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency
Understanding the Tradeoffs in Client-Side Privacy for Speech Recognition. CoRR (2021)
Ruosong Wang, Yifan Wu, Ruslan Salakhutdinov, Sham M. Kakade
Instabilities of Offline RL with Pre-Trained Neural Representation. ICML (2021)
Yao-Hung Hubert Tsai, Martin Q. Ma, Han Zhao, Kun Zhang, Louis-Philippe Morency, Ruslan Salakhutdinov
Conditional Contrastive Learning: Removing Undesirable Information in Self-Supervised Representations. CoRR (2021)
Ben Eysenbach, Sergey Levine, Ruslan Salakhutdinov
Replacing Rewards with Examples: Example-Based Policy Search via Recursive Classification. NeurIPS (2021)
Paul Pu Liang, Chiyu Wu, Louis-Philippe Morency, Ruslan Salakhutdinov
Towards Understanding and Mitigating Social Biases in Language Models. CoRR (2021)
Shrimai Prabhumoye, Kazuma Hashimoto, Yingbo Zhou, Alan W. Black, Ruslan Salakhutdinov
Focused Attention Improves Document-Grounded Generation. NAACL-HLT (2021)
Devendra Singh Chaplot, Murtaza Dalal, Saurabh Gupta, Jitendra Malik, Ruslan Salakhutdinov
SEAL: Self-supervised Embodied Active Learning using Exploration and 3D Consistency. NeurIPS (2021)
Ryan Mohr, Allan M. Avila, Soham Ghosh, Ananta Bhattarai, Muqiao Yang, Xintian Feng, Martin Head-Gordon, Ruslan Salakhutdinov, Maria Fonoberova, Igor Mezic
Combining Programmable Potentials and Neural Networks for Materials Problems. AAAI Spring Symposium: MLPS (2021)
Devendra Singh Chaplot, Murtaza Dalal, Saurabh Gupta, Jitendra Malik, Ruslan Salakhutdinov
SEAL: Self-supervised Embodied Active Learning using Exploration and 3D Consistency. CoRR (2021)
Ben Eysenbach, Ruslan Salakhutdinov, Sergey Levine
Robust Predictable Control. NeurIPS (2021)
Saurabh Garg, Joshua Zhanson, Emilio Parisotto, Adarsh Prasad, J. Zico Kolter, Sivaraman Balakrishnan, Zachary C. Lipton, Ruslan Salakhutdinov, Pradeep Ravikumar
On Proximal Policy Optimization's Heavy-tailed Gradients. CoRR (2021)
Paul Pu Liang, Chiyu Wu, Louis-Philippe Morency, Ruslan Salakhutdinov
Towards Understanding and Mitigating Social Biases in Language Models. ICML (2021)
Shrimai Prabhumoye, Kazuma Hashimoto, Yingbo Zhou, Alan W. Black, Ruslan Salakhutdinov
Focused Attention Improves Document-Grounded Generation. CoRR (2021)
Dingwen Kong, Ruslan Salakhutdinov, Ruosong Wang, Lin F. Yang
Online Sub-Sampling for Reinforcement Learning with General Function Approximation. CoRR (2021)
Ruosong Wang, Yifan Wu, Ruslan Salakhutdinov, Sham M. Kakade
Instabilities of Offline RL with Pre-Trained Neural Representation. CoRR (2021)
Benjamin Eysenbach, Ruslan Salakhutdinov, Sergey Levine
C-Learning: Learning to Achieve Goals via Recursive Classification. ICLR (2021)
Benjamin Eysenbach, Sergey Levine, Ruslan Salakhutdinov
Replacing Rewards with Examples: Example-Based Policy Search via Recursive Classification. CoRR (2021)
Wei-Ning Hsu, Benjamin Bolte, Yao-Hung Hubert Tsai, Kushal Lakhotia, Ruslan Salakhutdinov, Abdelrahman Mohamed
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Shrimai Prabhumoye, Brendon Boldt, Ruslan Salakhutdinov, Alan W. Black
Case Study: Deontological Ethics in NLP. NAACL-HLT (2021)
Paul Pu Liang, Terrance Liu, Anna Cai, Michal Muszynski, Ryo Ishii, Nicholas Allen, Randy Auerbach, David Brent, Ruslan Salakhutdinov, Louis-Philippe Morency
Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data. ACL/IJCNLP (1) (2021)
Peter Wu, Paul Pu Liang, Jiatong Shi, Ruslan Salakhutdinov, Shinji Watanabe, Louis-Philippe Morency
Understanding the Tradeoffs in Client-side Privacy for Downstream Speech Tasks. APSIPA ASC (2021)
Paul Pu Liang, Peter Wu, Ziyin Liu, Louis-Philippe Morency, Ruslan Salakhutdinov
Cross-Modal Generalization: Learning in Low Resource Modalities via Meta-Alignment. ACM Multimedia (2021)
Yao-Hung Hubert Tsai, Martin Q. Ma, Muqiao Yang, Han Zhao, Louis-Philippe Morency, Ruslan Salakhutdinov
Self-supervised Representation Learning with Relative Predictive Coding. ICLR (2021)
Murtaza Dalal, Deepak Pathak, Ruslan Salakhutdinov
Accelerating Robotic Reinforcement Learning via Parameterized Action Primitives. CoRR (2021)

Ruslan Salakhutdinov.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Ruslan Salakhutdinov