Look Only When Needed: Certificate-Guided Visual Routing for Efficient Diffusion VLMs Paper • 2610.36671 • Published 4 days ago • 90
OmniShowcase: Omnidirectional Subject-Consistent Video Generation from Multi-View Images Paper • 2610.35684 • Published 5 days ago • 74
Channel Selection for Mixture-of-Experts Decoding Needs No Calibration Data Paper • 2610.37386 • Published 4 days ago • 22
Principia: Test-Time Hypotheses to Principle Construction for Scientific Discovery Paper • 2610.32195 • Published 8 days ago • 43
Self-Distilling Future Video Representations for World Action Models Paper • 2610.30320 • Published 10 days ago • 52
Learning the 4D World through Point Trajectory Forecasting Paper • 2610.28594 • Published 11 days ago • 56
Into the Unknown: Benchmarking AI agents on open scientific research problems Paper • 2610.19159 • Published 18 days ago • 160
ResidualQuant: KV Cache Quantization for Looped Transformers with 2-Bit Residuals Paper • 2610.10381 • Published 24 days ago • 8
RunningTab: Direct Workspace Interaction with Environment-Side Tabs Paper • 2610.10444 • Published 24 days ago • 44
RunningTab: Direct Workspace Interaction with Environment-Side Tabs Paper • 2610.10444 • Published 24 days ago • 44
AutoSciBench: Autonomous Benchmark Generation for Evaluating Scientific Agents Paper • 2610.05140 • Published 27 days ago • 46
Science or Slop?: Benchmarking and Mitigating Scientific Slop in AI-Generated Papers Paper • 2610.00531 • Published about 1 month ago • 62
Mid-Harness: Scaling Actions Between Model and Harness for Terminal Agents Paper • 2609.39982 • Published about 1 month ago • 120
Evolution Fine-Tuning: Learning to Discover Across 371 Optimization Tasks Paper • 2606.29082 • Published Jun 27 • 43
EvoDuet: Bilevel Co-Evolution of Web Searching and Task Solving for Scientific Discovery Paper • 2609.40340 • Published about 1 month ago • 112
Learning Beyond What You Sample: Off-Policy-Aware Cross-Model Trajectory Exchange for RLVR Paper • 2609.37868 • Published Sep 29 • 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