LaLa-World: Scaling Latent World Models with Natural Language Actions Paper • 2610.27851 • Published 6 days ago • 56
RAP: A Dataset for Paper-to-Poster Generation via Declarative Markup from Human-Crafted Exemplars Paper • 2610.23230 • Published 11 days ago • 39
Policy Is Not Capability: Some Safety Benchmarks Measure Which Definition of "Unsafe" You Trained On Paper • 2610.25060 • Published 9 days ago • 18
Harnessing Textual Refusal Directions for Multimodal Safety Paper • 2606.31876 • Published 11 days ago • 26
Toward Part-Aware Choral Transcription with singing voice assignment Paper • 2610.09861 • Published 20 days ago • 18
SWIFT: Self-guided Weak-to-strong dIFfusion models via Target extrapolation Paper • 2610.25844 • Published 8 days ago • 36
BizBench: Unveiling Hidden Challenges in Deploying Long-Horizon Agents for Real-World Business Paper • 2610.20424 • Published 13 days ago • 498
Belief-Trajectory Energy: Measuring the Path to a Prediction Paper • 2610.05114 • Published 23 days ago • 19
RoTA-Bench: Evaluating 3D Spatial Reasoning through Interactive Projection Alignment Paper • 2610.17665 • Published 13 days ago • 77
StartLux-Decision: AutoThink Decision Models with Reinforcement Learning for Calibrated Deliberative Decisions Paper • 2610.17309 • Published 15 days ago • 81
VIEWCRAFT: Evolving What Multimodal Agents See and How They Read It Paper • 2610.15915 • Published 16 days ago • 25
LongR: Unleashing Long-Context Reasoning via Reinforcement Learning with Dense Utility Rewards Paper • 2602.05758 • Published 15 days ago • 24
Narrow Multimodal Fine-Tuning Can Induce Emergent Misalignment Paper • 2609.35291 • Published 29 days ago • 30
From Given to Gathered Evidence: Agentic Learning for Longitudinal Medical Reasoning Paper • 2609.39566 • Published 27 days ago • 19
nanoMuse: An Open-Source Personal Agent for Every Device You Own Paper • 2610.08699 • Published 21 days ago • 122
UniSkill: Learning Actor-Aligned Skill Proposals for an Evolving Policy Paper • 2610.10164 • Published 20 days ago • 9
AdviSD: Learning to Advise Frontier LLMs via Targeted Multi-Turn Self-Distillation Paper • 2609.38142 • Published 28 days ago • 14
DiVeR: Decision-Critical Verifier Learning for VLA Test-Time Scaling Paper • 2610.04933 • Published 23 days ago • 17