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Junhao Zhuang

3 accepted papers

2026

FlashVSR: Towards Real-time Diffusion-Based Streaming Video Super Resolution

CVPR 2026

Diffusion models have recently advanced video restoration, but applying them to real-world and AIGC-generated video super-resolution (VSR) remains challenging due to high latency, prohibitive computation, and poor generalization to ultra-high resolutions. Our goal in this work is to make diffusion-b

Cited by 0SourcecodeScholar
2025

TextureDiffusion: Target Prompt Disentangled Editing for Various Texture Transfer

ICASSP 2025accepted

Recently, text-guided image editing has achieved significant success. However, existing methods can only apply simple textures like wood or gold when changing the texture of an object. Complex textures such as cloud or fire pose a challenge. This limitation stems from that the target prompt needs to…

Cited by 0SourceScholar
2024

A Task is Worth One Word: Learning with Task Prompts for High-Quality Versatile Image Inpainting

ECCV 2024poster

"Advancing image inpainting is challenging as it requires filling user-specified regions for various intents, such as background filling and object synthesis. Existing approaches focus on either context-aware filling or object synthesis using text descriptions. However, achieving both tasks simultan…