most citedVmambaIR: Visual State Space Model for Image Restoration

8 citations · 9 across the 5 of their papers we have counts for

collaborators

5 papers

cs.CV2025

HunyuanPortrait: Implicit Condition Control for Enhanced Portrait Animation

Zunnan Xu, Zhentao Yu, Zixiang Zhou +10

We introduce HunyuanPortrait, a diffusion-based condition control method that employs implicit representations for highly controllable and lifelike portrait animation. Given a sing…

cs.CV2025

DiffStereo: High-Frequency Aware Diffusion Model for Stereo Image Restoration

Huiyun Cao, Yuan Shi, Bin Xia +2

Diffusion models (DMs) have achieved promising performance in image restoration but haven't been explored for stereo images. The application of DM in stereo image restoration is co…

cs.CV2024

Alignment is All You Need: A Training-free Augmentation Strategy for Pose-guided Video Generation

Xiaoyu Jin, Zunnan Xu, Mingwen Ou +1

Character animation is a transformative field in computer graphics and vision, enabling dynamic and realistic video animations from static images. Despite advancements, maintaining…

cs.CV2024★ 8 cited

VmambaIR: Visual State Space Model for Image Restoration

Yuan Shi, Bin Xia, Xiaoyu Jin +5

Image restoration is a critical task in low-level computer vision, aiming to restore high-quality images from degraded inputs. Various models, such as convolutional neural networks…

cs.CV2024★ 1 cited

LLMRA: Multi-modal Large Language Model based Restoration Assistant

Xiaoyu Jin, Yuan Shi, Bin Xia +1

Multi-modal Large Language Models (MLLMs) have a significant impact on various tasks, due to their extensive knowledge and powerful perception and generation capabilities. However,…