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cs.CV2026

DrawMotion: Generating 3D Human Motions by Freehand Drawing

Tao Wang, Lei Jin, Zhihua Wu +7

Text-to-motion generation, which translates textual descriptions into human motions, faces the challenge that users often struggle to precisely convey their intended motions throug…

cs.CV2025

StickMotion: Generating 3D Human Motions by Drawing a Stickman

Tao Wang, Zhihua Wu, Qiaozhi He +6

Text-to-motion generation, which translates textual descriptions into human motions, has been challenging in accurately capturing detailed user-imagined motions from simple text in…

cs.CV2025

DiffBrush:Just Painting the Art by Your Hands

Jiaming Chu, Lei Jin, Tao Wang +2

The rapid development of image generation and editing algorithms in recent years has enabled ordinary user to produce realistic images. However, the current AI painting ecosystem p…

cs.CV2024

The SkatingVerse Workshop & Challenge: Methods and Results

Jian Zhao, Lei Jin, Jianshu Li +16

The SkatingVerse Workshop & Challenge aims to encourage research in developing novel and accurate methods for human action understanding. The SkatingVerse dataset used for the Skat…

cs.CV2024

UniParser: Multi-Human Parsing with Unified Correlation Representation Learning

Jiaming Chu, Lei Jin, Junliang Xing +1

Multi-human parsing is an image segmentation task necessitating both instance-level and fine-grained category-level information. However, prior research has typically processed the…

cs.CV2024

DriveWorld: 4D Pre-trained Scene Understanding via World Models for Autonomous Driving

Chen Min, Dawei Zhao, Liang Xiao +10

Vision-centric autonomous driving has recently raised wide attention due to its lower cost. Pre-training is essential for extracting a universal representation. However, current vi…