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upvoted a paper 1 day ago

MedPMC: A Systematic Framework for Scaling High-Fidelity Medical Multimodal Data for Foundation Models

Paper • 2607.07673 • Published 12 days ago • 14

upvoted a paper 2 days ago

LongStraw: Long-Context RL Beyond 2M Tokens under a Fixed GPU Budget

Paper • 2607.14952 • Published 4 days ago • 177

upvoted a paper 12 days ago

OmniOpt: Taxonomy, Geometry, and Benchmarking of Modern Optimizers

Paper • 2607.04033 • Published 16 days ago • 76

upvoted a paper 14 days ago

The Mirage of Optimizing Training Policies: Monotonic Inference Policies as the Real Objective for LLM Reinforcement Learning

Paper • 2606.29526 • Published 22 days ago • 168

upvoted a paper 29 days ago

Crafter: A Multi-Agent Harness for Editable Scientific Figure Generation from Diverse Inputs

Paper • 2605.30611 • Published May 28 • 252

upvoted a paper 30 days ago

LoopCoder-v2: Only Loop Once for Efficient Test-Time Computation Scaling

Paper • 2606.18023 • Published Jun 16 • 210

upvoted 7 papers about 1 month ago

Looped World Models

Paper • 2606.18208 • Published Jun 16 • 482

OmniDirector: General Multi-Shot Camera Cloning without Cross-Paired Data

Paper • 2606.13432 • Published Jun 11 • 113

WeaveBench: A Long-Horizon, Real-World Benchmark for Computer-Use Agents with Hybrid Interfaces

Paper • 2606.09426 • Published Jun 8 • 106

ABot-Earth 0.5: Generative 3D Earth Model

Paper • 2606.09967 • Published Jun 8 • 486

DRIFT: A Residual Flow Adapter for Decoding Continuous Outputs in Vision-Language Models

Paper • 2606.05758 • Published Jun 4 • 5

Toward Generalist Autonomous Research via Hypothesis-Tree Refinement

Paper • 2606.11926 • Published Jun 10 • 128

Retrospective Harness Optimization: Improving LLM Agents via Self-Preference over Trajectory Rollouts

Paper • 2606.05922 • Published Jun 4 • 70

upvoted 6 papers about 2 months ago

On the Scaling of PEFT: Towards Million Personal Models of Trillion Parameters

Paper • 2606.02437 • Published Jun 1 • 239

PaddleOCR-VL-1.6: Expanding the Frontier of Document Parsing with Under-Optimized Region Refinement and Progressive Post-Training

Paper • 2606.03264 • Published Jun 2 • 26

LongAttnComp: Cross-Family Context Compression for Long-Context Reasoning

Paper • 2606.01336 • Published May 31 • 8

Gamma-World: Generative Multi-Agent World Modeling Beyond Two Players

Paper • 2605.28816 • Published May 27 • 433

ThriftAttention: Selective Mixed Precision for Long-Context FP4 Attention

Paper • 2605.23081 • Published May 21 • 41

Injecting Image Guidance into Text-Conditioned Diffusion Models at Inference

Paper • 2605.25191 • Published May 24 • 5