Grant Singleton

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commented 6 papers about 16 hours ago

Strategic Navigation or Stochastic Search? How Agents and Humans Reason Over Document Collections

Paper • 2603.12180 • Published 16 days ago • 63 •

4

OpenClaw-RL: Train Any Agent Simply by Talking

Paper • 2603.10165 • Published 18 days ago • 144 •

7

Can Vision-Language Models Solve the Shell Game?

Paper • 2603.08436 • Published 19 days ago • 39 •

3

AI Can Learn Scientific Taste

Paper • 2603.14473 • Published 13 days ago • 408 •

11

AI Can Learn Scientific Taste

Paper • 2603.14473 • Published 13 days ago • 408 •

11

Attention Residuals

Paper • 2603.15031 • Published 12 days ago • 165 •

5

commented 5 papers 1 day ago

MinerU-Diffusion: Rethinking Document OCR as Inverse Rendering via Diffusion Decoding

Paper • 2603.22458 • Published 5 days ago • 125 •

6

SIMART: Decomposing Monolithic Meshes into Sim-ready Articulated Assets via MLLM

Paper • 2603.23386 • Published 4 days ago • 41 •

3

SpecEyes: Accelerating Agentic Multimodal LLMs via Speculative Perception and Planning

Paper • 2603.23483 • Published 4 days ago • 57 •

4

DA-Flow: Degradation-Aware Optical Flow Estimation with Diffusion Models

Paper • 2603.23499 • Published 4 days ago • 47 •

3

CUA-Suite: Massive Human-annotated Video Demonstrations for Computer-Use Agents

Paper • 2603.24440 • Published 3 days ago • 86 •

5

commented 6 papers 3 days ago

Demystifing Video Reasoning

Paper • 2603.16870 • Published 11 days ago • 361 •

7

InCoder-32B: Code Foundation Model for Industrial Scenarios

Paper • 2603.16790 • Published 11 days ago • 301 •

5

MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild

Paper • 2603.17187 • Published 11 days ago • 132 •

4

Look Where It Matters: High-Resolution Crops Retrieval for Efficient VLMs

Paper • 2603.16932 • Published 14 days ago • 84 •

5

Look Where It Matters: High-Resolution Crops Retrieval for Efficient VLMs

Paper • 2603.16932 • Published 14 days ago • 84 •

5

Efficient Reasoning with Balanced Thinking

Paper • 2603.12372 • Published 16 days ago • 143 •

4

commented 3 papers 4 days ago

GENIUS: Generative Fluid Intelligence Evaluation Suite

Paper • 2602.11144 • Published Feb 11 • 55 •

3

Dynamic Long Context Reasoning over Compressed Memory via End-to-End Reinforcement Learning

Paper • 2602.08382 • Published Feb 9 • 11 •

3

Data Repetition Beats Data Scaling in Long-CoT Supervised Fine-Tuning

Paper • 2602.11149 • Published Feb 11 • 15 •

5