most citedMDT-A2G: Exploring Masked Diffusion Transformers for Co-Speech Gesture Generation

6 citations · 7 across the 5 of their papers we have counts for

collaborators

6 papers

cs.CV2026

LynnReal-Omni: Native multi-modal Video Generation for Agentic Visual Workflows

Xiaofeng Mao, Peijia Lin, Shaohao Rui +3

Video diffusion models are stochastic and hard to control: precise content often requires repeated sampling without guaranteed success, and long-horizon scenes drift in appearance,…

cs.CV2026

BiWM: Advancing Open-Source Interactive Video World Models with Bidirectional Autoregression

Shaohao Rui, Xiaofeng Mao, Zhanyu Zhang +6

Interactive video world models commonly convert bidirectional video generators into causal autoregressive systems through control fine-tuning, autoregressive training, causal initi…

cs.CV2024

VI3DRM:Towards meticulous 3D Reconstruction from Sparse Views via Photo-Realistic Novel View Synthesis

Hao Chen, Jiafu Wu, Ying Jin +7

Recently, methods like Zero-1-2-3 have focused on single-view based 3D reconstruction and have achieved remarkable success. However, their predictions for unseen areas heavily rely…

cs.CV2024

OSV: One Step is Enough for High-Quality Image to Video Generation

Xiaofeng Mao, Zhengkai Jiang, Fu-Yun Wang +5

Video diffusion models have shown great potential in generating high-quality videos, making them an increasingly popular focus. However, their inherent iterative nature leads to su…

cs.HC2024★ 1 cited

MambaGesture: Enhancing Co-Speech Gesture Generation with Mamba and Disentangled Multi-Modality Fusion

Chencan Fu, Yabiao Wang, Jiangning Zhang +7

Co-speech gesture generation is crucial for producing synchronized and realistic human gestures that accompany speech, enhancing the animation of lifelike avatars in virtual enviro…

cs.CV2024★ 6 cited

MDT-A2G: Exploring Masked Diffusion Transformers for Co-Speech Gesture Generation

Xiaofeng Mao, Zhengkai Jiang, Qilin Wang +7

Recent advancements in the field of Diffusion Transformers have substantially improved the generation of high-quality 2D images, 3D videos, and 3D shapes. However, the effectivenes…