activity
20202024
most citedTemporal Distinct Representation Learning for Action Recognition

7 citations · 17 across the 7 of their papers we have counts for

collaborators

7 papers

cs.CV2024

FlexPose: Pose Distribution Adaptation with Limited Guidance

Zixiao Wang, Junwu Weng, Mengyuan Liu +1

Numerous well-annotated human key-point datasets are publicly available to date. However, annotating human poses for newly collected images is still a costly and time-consuming pro…

cs.CV2023

Learning Anchor Transformations for 3D Garment Animation

Fang Zhao, Zekun Li, Shaoli Huang +5

This paper proposes an anchor-based deformation model, namely AnchorDEF, to predict 3D garment animation from a body motion sequence. It deforms a garment mesh template by a mixtur…

cs.CV2023

Skinned Motion Retargeting with Residual Perception of Motion Semantics & Geometry

Jiaxu Zhang, Junwu Weng, Di Kang +7

A good motion retargeting cannot be reached without reasonable consideration of source-target differences on both the skeleton and shape geometry levels. In this work, we propose a…

cs.CV2022

Truncate-Split-Contrast: A Framework for Learning from Mislabeled Videos

Zixiao Wang, Junwu Weng, Chun Yuan +1

Learning with noisy label (LNL) is a classic problem that has been extensively studied for image tasks, but much less for video in the literature. A straightforward migration from…

cs.CV2022★ 5 cited

LocVTP: Video-Text Pre-training for Temporal Localization

Meng Cao, Tianyu Yang, Junwu Weng +3

Video-Text Pre-training (VTP) aims to learn transferable representations for various downstream tasks from large-scale web videos. To date, almost all existing VTP methods are limi…

cs.CV2022★ 5 cited

Unsupervised Pre-training for Temporal Action Localization Tasks

Can Zhang, Tianyu Yang, Junwu Weng +3

Unsupervised video representation learning has made remarkable achievements in recent years. However, most existing methods are designed and optimized for video classification. The…