WorkFactory: Turning Professional Intents into Executable Work for Scalable Agent Training Paper • 2610.37161 • Published 5 days ago • 36 • 5
Read, Allocate, Route: Role-Coupled Tokenization for Pixel-Space Generative Transformers Paper • 2610.40647 • Published 3 days ago • 36 • 6
Proving and Improving the Platonic Representation Hypothesis with JEPAs Paper • 2610.39302 • Published 3 days ago • 58 • 4
Youtu-Parsing-Omni: One Encoder, One Schema, All Modalities Paper • 2610.39301 • Published 3 days ago • 69 • 3
On the SPOT: Enhancing Speculative Decoding for Diffusion Language Models via Commit-Order Prediction Paper • 2610.22543 • Published 6 days ago • 50 • 3
L3G-World: Real-Time Infinite World Generation with Latent 3D Gaussian Memory Paper • 2610.40614 • Published 3 days ago • 38 • 5
Look Only When Needed: Certificate-Guided Visual Routing for Efficient Diffusion VLMs Paper • 2610.36671 • Published 5 days ago • 99 • 3
A-RSI: Adaptive Task Refresh for Zero-Data Multimodal Self-Improvement Paper • 2610.38568 • Published 4 days ago • 69 • 4
Your Benchmark Is an Empirical Measure Over Difficulty Paper • 2610.29927 • Published 11 days ago • 22 • 3
Sage-A1.5: From Long-Horizon Execution to Scientific Exploration with Capability Composition Paper • 2610.28578 • Published 12 days ago • 74 • 3
OR-License: Evaluating LLM Agents as Real-World Operations Research Practitioners Paper • 2610.24087 • Published 16 days ago • 226 • 3
AnyGoal: On World Model Generalization Beyond Expert Rollouts Paper • 2610.26844 • Published 13 days ago • 47 • 2
Interlock: From Local Correctness to Task Completion in Long-Horizon Agents Paper • 2610.19686 • Published 18 days ago • 45 • 3
CoworkEnv: Synthesizing Training Environments for Long-Horizon Cowork Agents Paper • 2610.24960 • Published 14 days ago • 54 • 4
SpecMRL: Redesign Matryoshka Representation Learning within Parametric Spectrum Paper • 2610.26824 • Published 13 days ago • 82 • 2
Scaling Parameter-Efficient Fine-Tuning for Brain Encoding Paper • 2610.26802 • Published 13 days ago • 48 • 3