Dehai Min

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upvoted a paper 3 days ago

Automating ML for Science: Can Frontier Agents Climb Scientific Hills in the Wild?

Paper • 2610.28763 • Published 6 days ago • 28

upvoted 2 papers 6 days ago

T2J-BENCH: Benchmarking Coding Agents on Execution-Grounded PyTorch-to-JAX Repository Migration

Paper • 2605.29054 • Published 12 days ago • 8

LEV: Thinking Fast and Deep with Looped Decision Models

Paper • 2610.20951 • Published 12 days ago • 107

upvoted a paper 16 days ago

Self-Retrospection Distillation: Turning Post-hoc Experiences into Prior Foresight

Paper • 2610.08077 • Published 20 days ago • 190

upvoted a paper 20 days ago

ALoDLM: Adaptively Looped Diffusion Language Models

Paper • 2610.04198 • Published 23 days ago • 80

upvoted 2 papers 23 days ago

Decoding Looped Transformers Better for (Almost) Free

Paper • 2610.02185 • Published 25 days ago • 48

X-Tree: Tokenizing Reusable Experience for Efficient Agent Generalization

Paper • 2609.32993 • Published 30 days ago • 80

upvoted 3 papers 27 days ago

TimeEvo: Failure-Driven Self-Evolution of a Time Series Agent

Paper • 2609.27277 • Published Sep 23 • 33

LastOPD: Taming Collapse in Latent On-Policy Distillation

Paper • 2609.28845 • Published Sep 23 • 31

TraceDance: An Automated System for Building Agent Behavior Benchmarks from Real-World Agent Deployment Traces

Paper • 2609.33295 • Published 29 days ago • 72

upvoted a paper about 1 month ago

RSIAgent: Autonomous Exploration for Recursive Self-improvement in New Environments

Paper • 2609.15364 • Published Sep 14 • 88

upvoted a paper 2 months ago

LLMRouter: Unified Infrastructure for Developing, Evaluating, and Deploying LLM Routers

Paper • 2608.06867 • Published Aug 7 • 116

upvoted an article 3 months ago

view article

Article

FineBooks: are open OCR models good enough to unlock historical knowledge?

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finebooks

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Aug 10

• 27

upvoted a paper 3 months ago

Weak-to-Strong On-Policy Distillation

Paper • 2607.26246 • Published Jul 28 • 59

upvoted a collection 4 months ago

PUMA

Collection

The official repository of the paper: Stop When Reasoning Converges: Semantic-Preserving Early Exit for Reasoning Models • 3 items • Updated May 25 • 2

upvoted 3 papers 5 months ago

Verifiable Rewards Beyond Math and Code: Lightweight Corpus-Grounded Process Supervision for Factual Question Answering

Paper • 2605.29648 • Published May 28 • 8

Lance: Unified Multimodal Modeling by Multi-Task Synergy

Paper • 2605.18678 • Published May 18 • 79

Stop When Reasoning Converges: Semantic-Preserving Early Exit for Reasoning Models

Paper • 2605.17672 • Published May 17 • 23

upvoted a collection 6 months ago

Nemotron Retriever

Collection

Formerly known as Nemotron RAG. Models for embedding, reranking, and document parsing for RAG and agentic retrieval. • 9 items • Updated 5 days ago • 120

upvoted a paper 7 months ago

Arcee Trinity Large Technical Report

Paper • 2602.17004 • Published Feb 19 • 22