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cs.CV2026
Keyframe-Anchored Identity Preservation for Sequential-Action Video Generation
Zhenjie Liu, Binyan Chen, Hao Chen +2
Identity-preserving text-to-video generation aims to synthesize a video that accurately follows a textual description while maintaining the recognizability of a user-specified subj…
cs.LG2026
Latent-Space Contrastive Reinforcement Learning for Stable and Efficient LLM Reasoning
Lianlei Shan, Han Chen, Yixuan Wang +2
While Large Language Models (LLMs) demonstrate exceptional performance in surface-level text generation, their nature in handling complex multi-step reasoning tasks often remains o…