Matthew Lee

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upvoted a paper 2 days ago

From Knowledge Access to Source Learning: Developing Source-Specific Competence

Paper • 2610.02150 • Published 8 days ago • 12

upvoted a paper 19 days ago

DeepSeek-V4.1-Flash: Pushing the Limits of KV Cache Compression

Paper • 2609.19969 • Published 22 days ago • 227

upvoted a paper 20 days ago

JEPA-Anything: Learning Predictive Models across Different Worlds

Paper • 2609.20800 • Published 22 days ago • 78

upvoted a paper 23 days ago

Continual Learning Mechanisms Compose for Long-Horizon Memorization

Paper • 2609.06986 • Published Sep 7 • 376

upvoted a paper 28 days ago

Scaling Automatic Research Agents via World Models

Paper • 2608.12564 • Published Aug 29 • 488

upvoted 2 papers about 1 month ago

Cadence: Error-Bounded Lossy Compression of Demand Time Series with a Time-Series Foundation Model

Paper • 2609.06008 • Published Sep 5 • 19

Select, Compress, Reinvest: A Controlled Study of Visual-Token Allocation in Long-Video MLLMs

Paper • 2609.03820 • Published Sep 3 • 16

upvoted 5 papers about 2 months ago

SemComp-Bench: Benchmarking Semantic Task Completion in Video Generation

Paper • 2608.17426 • Published Aug 18 • 161

Zetta ζ: An Efficient Closed-Loop Embodied Harness for Self-Evolving Physical Intelligence

Paper • 2608.16590 • Published Aug 17 • 153

Can We Defend Against AI-Generated Video Attacks on Real-World Crisis Events? A Systematic Evaluation of Detectors, Generators and Social Dissemination

Paper • 2608.14391 • Published Aug 14 • 287

PlayWorld: Benchmarking World Models with Agent Players over Long-Horizon Objectives

Paper • 2608.13552 • Published Aug 13 • 47

OpenART: Scaling Agent Red Teaming via Open-Ended Environment Evolution

Paper • 2608.00677 • Published Aug 1 • 266

upvoted a paper 2 months ago

ChronoVision: Temporal Reasoning via Latent State Reconstruction

Paper • 2608.05631 • Published Aug 6 • 40