Lost in Recovery: Demystifying Recovery Behavior of Computer-Use Agents via Goal-Oriented Action Replay Paper • 2610.27954 • Published 16 days ago • 34
Latent Reasoning in Continuous Space for Unified Multimodal Models Paper • 2610.42149 • Published 6 days ago • 44
Look Only When Needed: Certificate-Guided Visual Routing for Efficient Diffusion VLMs Paper • 2610.36671 • Published 9 days ago • 116
OmniShowcase: Omnidirectional Subject-Consistent Video Generation from Multi-View Images Paper • 2610.35684 • Published 10 days ago • 59
Channel Selection for Mixture-of-Experts Decoding Needs No Calibration Data Paper • 2610.37386 • Published 9 days ago • 25
Principia: Test-Time Hypotheses to Principle Construction for Scientific Discovery Paper • 2610.32195 • Published 13 days ago • 26
Self-Distilling Future Video Representations for World Action Models Paper • 2610.30320 • Published 15 days ago • 37
Learning the 4D World through Point Trajectory Forecasting Paper • 2610.28594 • Published 16 days ago • 51
Into the Unknown: Benchmarking AI agents on open scientific research problems Paper • 2610.19159 • Published 23 days ago • 56
ResidualQuant: KV Cache Quantization for Looped Transformers with 2-Bit Residuals Paper • 2610.10381 • Published 29 days ago • 9
RunningTab: Direct Workspace Interaction with Environment-Side Tabs Paper • 2610.10444 • Published 29 days ago • 38
RunningTab: Direct Workspace Interaction with Environment-Side Tabs Paper • 2610.10444 • Published 29 days ago • 38
AutoSciBench: Autonomous Benchmark Generation for Evaluating Scientific Agents Paper • 2610.05140 • Published Oct 4 • 33
Science or Slop?: Benchmarking and Mitigating Scientific Slop in AI-Generated Papers Paper • 2610.00531 • Published Sep 30 • 30
Mid-Harness: Scaling Actions Between Model and Harness for Terminal Agents Paper • 2609.39982 • Published Sep 30 • 95
Evolution Fine-Tuning: Learning to Discover Across 371 Optimization Tasks Paper • 2606.29082 • Published Jun 27 • 42
EvoDuet: Bilevel Co-Evolution of Web Searching and Task Solving for Scientific Discovery Paper • 2609.40340 • Published Sep 30 • 91
Learning Beyond What You Sample: Off-Policy-Aware Cross-Model Trajectory Exchange for RLVR Paper • 2609.37868 • Published Sep 29 • 38
Surprising Success, Repeated Failure: Entropy-Guided Credit Assignment for Exploration in LLM Reasoning Paper • 2609.33781 • Published Sep 27 • 33