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cs.CV2026
CAVC: Convergence-Adaptive Audio-Visual Cache for Modality-Asymmetric Diffusion Generation
Lifan Jiang, Yibo Zhao, Senlin cheng +6
Diffusion-based audio-visual generation methods typically perform joint denoising of audio and video latents throughout the entire sampling trajectory, repeatedly executing modalit…
cs.CV2026
One Evaluation Is Enough: Inversion-Free Image Editing with Trajectory Correction
Lifan Jiang, Taiyang Chen, Senlin cheng +6
Real-image editing commonly relies on inversion and iterative sampling, while efficient one-step editors often stabilize a large update by estimating and averaging editing fields a…
cs.CV2025
Video Virtual Try-on with Conditional Diffusion Transformer Inpainter
Cheng Zou, Senlin Cheng, Bolei Xu +4
Video virtual try-on aims to naturally fit a garment to a target person in consecutive video frames. It is a challenging task, on the one hand, the output video should be in good s…