VA-TDM: A Unified View for Improving Few-Step Diffusion Models by Velocity Adversarial DistillationResearchNov 5, 2026
From Outcome to Representation: Tracing Reasoning Mechanisms through Integrated Policy GradientResearchNov 5, 2026
Open-HumanScale: An Open Recipe for Scaling Human and Robot Experience for Embodied Foundation ModelsResearchNov 5, 2026
Same Layout, Different Count: What Number Words Do Past Ten in Text-to-Image ModelsResearchNov 5, 2026
Transforming Integer Grids to Spatial Intuition: Perception, Not Planning, Governs ARC-AGI-3ResearchNov 5, 2026
Final Checkpoints Are Not Enough: Analyzing Latent Reasoning Faithfulness Along Training TrajectoriesResearchNov 5, 2026
FedFiOT: Fisher-Weighted Optimal Transport for Model Merging in One-Shot and Few-Round Federated LearningResearchNov 5, 2026
Context--Answer Metamodels: Forecasting LLM Activations Before the First Answer TokenResearchNov 5, 2026