Massachusetts Institute of Technology

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Recent Activity

ShadenA submitted a paper 1 day ago

A Theory of Contrastive Learning with Natural Images

mjbuehler submitted a paper 13 days ago

Graph-Native Reinforcement Learning Enables Traceable Scientific Hypothesis Generation through Conceptual Recombination

cedzhang submitted a paper 28 days ago

Learning User Simulators with Turing Rewards

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Papers

A Theory of Contrastive Learning with Natural Images

Graph-Native Reinforcement Learning Enables Traceable Scientific Hypothesis Generation through Conceptual Recombination

View all Papers

submitted a paper to Daily Papers 1 day ago

A Theory of Contrastive Learning with Natural Images

Paper • 2607.07470 • Published 7 days ago • 4

submitted a paper to Daily Papers 13 days ago

Graph-Native Reinforcement Learning Enables Traceable Scientific Hypothesis Generation through Conceptual Recombination

Paper • 2607.00924 • Published 15 days ago • 11

submitted a paper to Daily Papers 28 days ago

Learning User Simulators with Turing Rewards

Paper • 2606.19336 • Published 29 days ago • 3

submitted a paper to Daily Papers about 1 month ago

EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments

Paper • 2606.13681 • Published Jun 11 • 143

submitted a paper to Daily Papers about 2 months ago

SENSE: Satellite-based ENergy Synthesis for Sustainable Environment

Paper • 2605.18101 • Published May 18 • 13

submitted a paper to Daily Papers about 2 months ago

PEEK: Context Map as an Orientation Cache for Long-Context LLM Agents

Paper • 2605.19932 • Published May 19 • 7

submitted a paper to Daily Papers 2 months ago

RigidFormer: Learning Rigid Dynamics using Transformers

Paper • 2605.09196 • Published May 9 • 14

authored 3 papers 3 months ago

Tune to Learn: How Controller Gains Shape Robot Policy Learning

Paper • 2604.02523 • Published Apr 2

Automatic Environment Shaping is the Next Frontier in RL

Paper • 2407.16186 • Published Jul 23, 2024

DexHub and DART: Towards Internet Scale Robot Data Collection

Paper • 2411.02214 • Published Nov 4, 2024

submitted a paper to Daily Papers 3 months ago

EquiformerV3: Scaling Efficient, Expressive, and General SE(3)-Equivariant Graph Attention Transformers

Paper • 2604.09130 • Published Apr 10 • 4

submitted a paper to Daily Papers 4 months ago

Reaching Beyond the Mode: RL for Distributional Reasoning in Language Models

Paper • 2603.24844 • Published Mar 25 • 10

submitted a paper to Daily Papers 4 months ago

Neural Thickets: Diverse Task Experts Are Dense Around Pretrained Weights

Paper • 2603.12228 • Published Mar 12 • 12

submitted a paper to Daily Papers 5 months ago

AI Gamestore: Scalable, Open-Ended Evaluation of Machine General Intelligence with Human Games

Paper • 2602.17594 • Published Feb 19 • 9

submitted a paper to Daily Papers 5 months ago

How Much Reasoning Do Retrieval-Augmented Models Add beyond LLMs? A Benchmarking Framework for Multi-Hop Inference over Hybrid Knowledge

Paper • 2602.10210 • Published Feb 10 • 1

submitted a paper to Daily Papers 5 months ago

Stemphonic: All-at-once Flexible Multi-stem Music Generation

Paper • 2602.09891 • Published Feb 10 • 2

improbableaimit

submitted a paper to Daily Papers 6 months ago

Self-Distillation Enables Continual Learning

Paper • 2601.19897 • Published Jan 27 • 41

submitted 2 papers to Daily Papers 6 months ago

Collaborative Multi-Agent Test-Time Reinforcement Learning for Reasoning

Paper • 2601.09667 • Published Jan 14 • 92

Rewarding the Rare: Uniqueness-Aware RL for Creative Problem Solving in LLMs

Paper • 2601.08763 • Published Jan 13 • 151

submitted a paper to Daily Papers 7 months ago

FoundationMotion: Auto-Labeling and Reasoning about Spatial Movement in Videos

Paper • 2512.10927 • Published Dec 11, 2025 • 6