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cs.CV2026
TGuide: Faster Autoregressive Video Diffusion via Historical Trajectory Guidance
Zhuo Chen, Bin Zou, Fanyue Wei +3
Can autoregressive video diffusion be accelerated further when only four denoising steps remain? Existing feature caching approaches struggle in this regime, as large feature chang…
cs.CV2026
Dynamic Resolution Routing for Efficient Egocentric Grounding
Huixin Sun, Wangbo Zhao, Fanyue Wei +3
Egocentric visual grounding requires high-resolution inputs to localize small objects. However, scaling Multimodal Large Language Models to this domain is constrained by the excess…