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cs.CV2026
Mitigating Compounding Error via Video Representation Regularization
Taiye Chen, Qi Zhang, Yisen Wang
Video diffusion-based world models enable long autoregressive video generation for robotics, autonomous driving and simulation tasks, yet sliding-window autoregressive inference su…
cs.CV2023★ 1 cited
Identifiable Contrastive Learning with Automatic Feature Importance Discovery
Qi Zhang, Yifei Wang, Yisen Wang
Existing contrastive learning methods rely on pairwise sample contrast to learn data representations, but the learned features often lack clear interpretability f…