More Methods, Better Agents? A Reality Check on Self-Distillation in Agentic Reinforcement Learning
🔥 On-Policy Self-Distillation in Diffusion Models
On-Policy Self-Distillation for Post-Training Few-Step Autoregressive Video Generators
Official repository of the paper "On-Policy Self-Distillation for Multi-Dialect ASR: Mastering Dialects, Retaining Mandarin".
Latent On-Policy Self-Distillation
[Emergent Multi-View Geometry Through Self-Distillation]: 3D SSL through multi-view self-distillation, called Poincar3
Unified reproductions, benchmarking & evaluation for perception-aware RLVR and OPD in VLMs. 19 methods · 30+ benchmarks · Official code of CGPO (ACM MM 2026 Oral).
A curated paper list on On-Policy Distillation (OPD) & On-Policy Self-Distillation (OPSD) for LLMs — student rollouts + teacher feedback, covering white-box/black-box methods, OPD-RL hybrids, agentic & multimodal applications, and industrial multi-teacher recipes.