2 papers
cs.LG2026
Learning from Your Own Mistakes: Constructing Learnable Micro-Reflective Trajectories for Self-Distillation
Zhilin Huang, Hang Gao, Ziqiang Dong +6
Self-distillation improves reasoning in large language models by using the model's own rollouts as training signal, typically through implicit logit-level alignment that minimizes…
cs.CV2025
Edit as You See: Image-guided Video Editing via Masked Motion Modeling
Zhi-Lin Huang, Yixuan Liu, Chujun Qin +4
Recent advancements in diffusion models have significantly facilitated text-guided video editing. However, there is a relative scarcity of research on image-guided video editing, a…