StartLux-Decision: AutoThink Decision Models with Reinforcement Learning for Calibrated Deliberative Decisions Paper • 2610.17309 • Published 15 days ago • 81
AReA: Adaptive Receptive-Field Attention for Efficient High-Resolution Diffusion Transformers Paper • 2610.17227 • Published 15 days ago • 55
Omni-Embed-Mini: Binding Modalities Without Forgetting via Dense Distillation Paper • 2610.02148 • Published 26 days ago • 23
Rethinking Critic Learning in PPO: Understanding and Mitigating Value Flattening Paper • 2609.18708 • Published Sep 16 • 85
Continual Learning Mechanisms Compose for Long-Horizon Memorization Paper • 2609.06986 • Published Sep 7 • 371
SemComp-Bench: Benchmarking Semantic Task Completion in Video Generation Paper • 2608.17426 • Published Aug 18 • 160
Co-RL: Unsupervised Reasoning Emerges from Diverse Cohort in Multi-agent RL Paper • 2608.17253 • Published Aug 19 • 100