Massachusetts Institute of Technology

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Recent Activity

yilunliao submitted a paper 24 days ago

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

ishapuri submitted a paper about 1 month ago

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

yulu2 submitted a paper about 2 months ago

Neural Thickets: Diverse Task Experts Are Dense Around Pretrained Weights

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Papers

MathNet: a Global Multimodal Benchmark for Mathematical Reasoning and Retrieval

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

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authored 3 papers 9 days 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 24 days ago

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

Paper • 2604.09130 • Published 28 days ago • 4

submitted a paper to Daily Papers about 1 month 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 about 2 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 2 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 3 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 3 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 3 months ago

Self-Distillation Enables Continual Learning

Paper • 2601.19897 • Published Jan 27 • 33

submitted 2 papers to Daily Papers 4 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 • 149

authored a paper 4 months ago

Pushing the Frontier of Audiovisual Perception with Large-Scale Multimodal Correspondence Learning

Paper • 2512.19687 • Published Dec 22, 2025 • 3

submitted a paper to Daily Papers 5 months ago

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

Paper • 2512.10927 • Published Dec 11, 2025 • 6

authored a paper 10 months ago

Scaling RL to Long Videos

Paper • 2507.07966 • Published Jul 10, 2025 • 161

authored 3 papers 11 months ago

DistilHuBERT: Speech Representation Learning by Layer-wise Distillation of Hidden-unit BERT

Paper • 2110.01900 • Published Oct 5, 2021

SpeechCLIP: Integrating Speech with Pre-Trained Vision and Language Model

Paper • 2210.00705 • Published Oct 3, 2022

USAD: Universal Speech and Audio Representation via Distillation

Paper • 2506.18843 • Published Jun 23, 2025 • 12

authored a paper 12 months ago

mWhisper-Flamingo for Multilingual Audio-Visual Noise-Robust Speech Recognition

Paper • 2502.01547 • Published Feb 3, 2025

authored a paper about 1 year ago

IntersectionZoo: Eco-driving for Benchmarking Multi-Agent Contextual Reinforcement Learning

Paper • 2410.15221 • Published Oct 19, 2024 • 1