activity
20212026
most citedM2TR: Multi-modal Multi-scale Transformers for Deepfake Detection

17 citations · 34 across the 8 of their papers we have counts for

collaborators

9 papers

cs.CV2026

Baton: Explicit Semantic Blueprints for Joint Video-Audio Generation

Shuyuan Tu, Qi Tian, Zihan Yang +9

Current open-source diffusion models struggle to generate stable and synchronized audio-visual content, particularly in scenarios demanding complex semantic reasoning. The root cau…

cs.CV2025

FlashPortrait: 6x Faster Infinite Portrait Animation with Adaptive Latent Prediction

Shuyuan Tu, Yueming Pan, Yinming Huang +6

Current diffusion-based acceleration methods for long-portrait animation struggle to ensure identity (ID) consistency. This paper presents FlashPortrait, an end-to-end video diffus…

cs.CV2025

StableAvatar: Infinite-Length Audio-Driven Avatar Video Generation

Shuyuan Tu, Yueming Pan, Yinming Huang +6

Current diffusion models for audio-driven avatar video generation struggle to synthesize long videos with natural audio synchronization and identity consistency. This paper present…

cs.CV2025

StableAnimator++: Overcoming Pose Misalignment and Face Distortion for Human Image Animation

Shuyuan Tu, Zhen Xing, Xintong Han +5

Current diffusion models for human image animation often struggle to maintain identity (ID) consistency, especially when the reference image and driving video differ significantly…

cs.CV2024

StableAnimator: High-Quality Identity-Preserving Human Image Animation

Shuyuan Tu, Zhen Xing, Xintong Han +4

Current diffusion models for human image animation struggle to ensure identity (ID) consistency. This paper presents StableAnimator, the first end-to-end ID-preserving video diffus…

cs.CV2024

MotionFollower: Editing Video Motion via Lightweight Score-Guided Diffusion

Shuyuan Tu, Qi Dai, Zihao Zhang +6

Despite impressive advancements in diffusion-based video editing models in altering video attributes, there has been limited exploration into modifying motion information while pre…

cs.CV2023★ 1 cited

MotionEditor: Editing Video Motion via Content-Aware Diffusion

Shuyuan Tu, Qi Dai, Zhi-Qi Cheng +4

Existing diffusion-based video editing models have made gorgeous advances for editing attributes of a source video over time but struggle to manipulate the motion information while…

cs.CV2022★ 16 cited

Multi-Prompt Alignment for Multi-Source Unsupervised Domain Adaptation

Haoran Chen, Xintong Han, Zuxuan Wu +1

Most existing methods for unsupervised domain adaptation (UDA) rely on a shared network to extract domain-invariant features. However, when facing multiple source domains, optimizi…

cs.CV2021★ 17 cited

M2TR: Multi-modal Multi-scale Transformers for Deepfake Detection

Junke Wang, Zuxuan Wu, Wenhao Ouyang +4

The widespread dissemination of Deepfakes demands effective approaches that can detect perceptually convincing forged images. In this paper, we aim to capture the subtle manipulati…