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20232025
most citedDon't Look Twice: Faster Video Transformers with Run-Length Tokenization

1 citations · 1 across the 4 of their papers we have counts for

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cs.CV2025

SkipSR: Faster Super Resolution with Token Skipping

Rohan Choudhury, Shanchuan Lin, Jianyi Wang +6

Diffusion-based super-resolution (SR) is a key component in video generation and video restoration, but is slow and expensive, limiting scalability to higher resolutions and longer…

cs.CV2025

Accelerating Vision Transformers with Adaptive Patch Sizes

Rohan Choudhury, JungEun Kim, Jinhyung Park +3

Vision Transformers (ViTs) partition input images into uniformly sized patches regardless of their content, resulting in long input sequence lengths for high-resolution images. We…