Russ Salakhutdinov
11 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (26) ποΈ Keyword Collector (58)
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Century Club Β· Bronze
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Prolific Year Β· Productive
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Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(6)
Deep Learning
(6)
Core AI
(6)
Machine Learning
(5)
Reinforcement Learning
(3)
Architectures
(3)
Learning Types Β· Machine Learning
(3)
Learning Types Β· Deep Learning
(3)
Methods
(3)
Computer Vision
(2)
Generation
(2)
Models
(2)
Data Science & Analytics
(1)
Natural Language Processing
(1)
Application Areas
(1)
Keywords
multimodal learning
(2)
multimodal agent
(2)
multimodal interaction
(2)
sample efficiency
(2)
policy learning
(1)
curriculum learning
(1)
image generation
(1)
sarcasm detection
(1)
adversarial robustness
(1)
graph generation
(1)
humor detection
(1)
partially observable environment
(1)
privacy preserving
(1)
model-based reinforcement learning
(1)
adversarial attack
(1)
semi-supervised learning
(1)
benchmark dataset
(1)
lower bound
(1)
synthetic data
(1)
reinforcement learning
(1)
Papers
Dissecting Adversarial Robustness of Multimodal LM Agents
ICLR 2025
FACTR: Force-Attending Curriculum Training for Contact-Rich Policy Learning
RSS 2025
Self-Correcting Decoding with Generative Feedback for Mitigating Hallucinations in Large Vision-Language Models
ICLR 2025
Training a Generally Curious Agent
ICML 2025
Wayward Concepts In Multimodal Models
ICLR 2025
MMoE: Enhancing Multimodal Models with Mixtures of Multimodal Interaction Experts
EMNLP 2024
Multimodal Learning Without Labeled Multimodal Data: Guarantees and Applications
ICLR 2024
VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks
ACL 2024
Graph Generative Model for Benchmarking Graph Neural Networks
ICML 2023
Simplifying Model-based RL: Learning Representations, Latent-space Models, and Policies with One Objective
ICLR 2023
Efficient Transformers in Reinforcement Learning using Actor-Learner Distillation
ICLR 2021