activity
20232026
most citedEchoMask: Speech-Queried Attention-based Mask Modeling for Holistic Co-Speech Motion Generation

7 citations · 11 across the 4 of their papers we have counts for

collaborators

7 papers

cs.CV2026

StreamTalk: Streaming Co-Speech Gesture Generation with Key-Pose Anchoring

Xiangyue Zhang, Jianfang Li, Jiaxu Zhang +2

Real-time co-speech gesture generation must produce 3D motion clip by clip as speech arrives. Existing streaming methods are open-loop: each clip depends on past context, but the m…

cs.CV20254 cited

Mitigating Error Accumulation in Co-Speech Motion Generation via Global Rotation Diffusion and Multi-Level Constraints

Xiangyue Zhang, Jianfang Li, Jianqiang Ren +1

Reliable long-horizon co-speech gesture generation requires precise motion representation and consistent structural priors across all joints. Existing generative methods typically…

cs.GR20257 cited

EchoMask: Speech-Queried Attention-based Mask Modeling for Holistic Co-Speech Motion Generation

Xiangyue Zhang, Jianfang Li, Jiaxu Zhang +3

Masked modeling has shown promise in co-speech gesture generation. However, it struggles to identify semantically significant frames for effective motion masking. In this work, we…

cs.CV2025

Make-A-Character 2: Animatable 3D Character Generation From a Single Image

Lin Liu, Yutong Wang, Jiahao Chen +5

This report introduces Make-A-Character 2, an advanced system for generating high-quality 3D characters from single portrait photographs, ideal for game development and digital hum…

cs.CV2024

SemTalk: Holistic Co-speech Motion Generation with Frame-level Semantic Emphasis

Xiangyue Zhang, Jianfang Li, Jiaxu Zhang +4

Co-speech gesture generation must carefully integrate common rhythmic motion with rare yet essential semantic gestures. In this work, we propose SemTalk for holistic co-speech gest…

cs.CV2024

Cascaded Dual Vision Transformer for Accurate Facial Landmark Detection

Ziqiang Dang, Jianfang Li, Lin Liu

Facial landmark detection is a fundamental problem in computer vision for many downstream applications. This paper introduces a new facial landmark detector based on vision transfo…