Bingnan Duan

InfVSR: Toward Consistency-Driven Streaming Generative Video Super-Resolution

Real-world videos often extend over thousands of frames. Existing generative video super-resolution (VSR) approaches, however, face two persistent challenges when processing long sequences: (1) inefficiency due to the heavy cost of multi-step denoising for full-length sequences; and (2) poor consist…