Channel Selection for Mixture-of-Experts Decoding Needs No Calibration Data Paper • 2610.37386 • Published 2 days ago • 20
Principia: Test-Time Hypotheses to Principle Construction for Scientific Discovery Paper • 2610.32195 • Published 6 days ago • 42
Self-Distilling Future Video Representations for World Action Models Paper • 2610.30320 • Published 8 days ago • 52
Learning the 4D World through Point Trajectory Forecasting Paper • 2610.28594 • Published 9 days ago • 55
Into the Unknown: Benchmarking AI agents on open scientific research problems Paper • 2610.19159 • Published 16 days ago • 160
ResidualQuant: KV Cache Quantization for Looped Transformers with 2-Bit Residuals Paper • 2610.10381 • Published 22 days ago • 8
RunningTab: Direct Workspace Interaction with Environment-Side Tabs Paper • 2610.10444 • Published 22 days ago • 44
RunningTab: Direct Workspace Interaction with Environment-Side Tabs Paper • 2610.10444 • Published 22 days ago • 44
AutoSciBench: Autonomous Benchmark Generation for Evaluating Scientific Agents Paper • 2610.05140 • Published 25 days ago • 46
Science or Slop?: Benchmarking and Mitigating Scientific Slop in AI-Generated Papers Paper • 2610.00531 • Published 29 days ago • 63
Mid-Harness: Scaling Actions Between Model and Harness for Terminal Agents Paper • 2609.39982 • Published 29 days ago • 120
Evolution Fine-Tuning: Learning to Discover Across 371 Optimization Tasks Paper • 2606.29082 • Published Jun 27 • 45
EvoDuet: Bilevel Co-Evolution of Web Searching and Task Solving for Scientific Discovery Paper • 2609.40340 • Published 29 days ago • 112
Follow the Entities: A Corpus Map for Agentic Search Paper • 2609.37226 • Published about 1 month ago • 101
Learning Beyond What You Sample: Off-Policy-Aware Cross-Model Trajectory Exchange for RLVR Paper • 2609.37868 • Published about 1 month ago • 65
Surprising Success, Repeated Failure: Entropy-Guided Credit Assignment for Exploration in LLM Reasoning Paper • 2609.33781 • Published Sep 27 • 46
Knowing When Thinking Is Not Enough: Teaching Small Reasoning Models to Reason Beyond Their Parametric Knowledge Paper • 2609.34327 • Published Sep 28 • 41
SentZero: An Enhanced Sentence-Centric Vision-Language Pretraining for Multi-Task Zero-Shot Chest X-Ray Analysis Paper • 2609.34479 • Published Sep 28 • 30
SpatialBlock: Enhancing Spatial Intelligence in LVLMs via Synthetic Block-Stacking Problem Paper • 2609.07064 • Published Sep 7 • 87
Eliciting Weak-to-Strong Generalization with On-Policy Reverse Distillation Paper • 2609.08798 • Published Sep 8 • 82