logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Return

Multi-conditional Diffusion Action Generation Network for Human Action Recognition

delete2026-02-17
delete0
PRE
AI
L
Long Liu
X
Xin Wang
S
Siying Ren
K
Kai Lu
F
Fangming Li
Z
Zhiyong Ma
DOI：10.1016/j.inffus.2026.104243delete
deleteOriginal
deleteOriginal request for help
deleteShare
deleteSave
Abstract

Abstract

En 中文
• MD-AGN is proposed to synthesize human actions with a few samples. • HPRE constructs a multi-conditional prompting guide from text to action. • MMDM employs anisotropy factors to learn irregular distributions in the action. • IBO optimizes classification boundaries by excluding bad samples.
Keywords:
MD-AGN
HPRE
MMDM
IBO

Journal

Information Fusion cover
Information Fusion
IF:
15.5
Papers:
4.2K
Citations:
2.7W

Organization

X
Xian University of Technology
Scholars:
890
Papers: 323
Citations: 0
Cited Papers

Cited Papers

FineStyle: Semantic-Aware Fine-Grained Motion Style Transfer with Dual Interactive-Flow Fusion
errIEEE Transactions on Visualization and Computer Graphics
IF0
err2023-11-01
err0
PREAI
errWenfeng Song; Xingliang Jin; Shuai Li; Chenglizhao Chen; Aimin Hao; Xia Hou
errShare
errSave
Sample Fusion Network: An End-to-End Data Augmentation Network for Skeleton-Based Human Action Recognition
errIEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
err2019-11-01
err45
PREAI
errMeng, Fanyang; Liu, Hong; Liang, Yongsheng; Tu, Juanhui; Liu, Mengyuan
errShare
errSave
SRAGAN: Saliency regularized and attended generative adversarial network for Chinese ink-wash painting style transfer
errPATTERN RECOGNITION
IF7.6
err2025-06-01
err0
PREAI
errGao, Xiang; Zhang, Yuqi
errShare
errSave
Feature reconstruction graph convolutional network for skeleton-based action recognition
errEngineering Applications of Artificial Intelligence
IF0
err2023-11-01
err0
PREAI
errJunhao Huang; Ziming Wang; Jian Peng; Feihu Huang
errShare
errSave
MotionDiffuse: Text-Driven Human Motion Generation With Diffusion Model
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF0
err2024-06-01
err0
errOAAI
errMingyuan Zhang; Zhongang Cai; Liang Pan; Fangzhou Hong; Xinying Guo; Lei Yang; Ziwei Liu
errShare
errSave
Advancing skeleton-based human behavior recognition: multi-stream fusion spatiotemporal graph convolutional networks
errCOMPLEX & INTELLIGENT SYSTEMS
IF4.6
err2024-12-28
err0
errOAAI
errLiu, Fenglin; Wang, Chenyu; Tian, Zhiqiang; Du, Shaoyi; Zeng, Wei
errShare
errSave
SiT-MLP: A Simple MLP With Point-Wise Topology Feature Learning for Skeleton-Based Action Recognition
errIEEE Transactions on Circuits and Systems for Video Technology
IF0
err2024-09-01
err0
errOAAI
errShaojie Zhang; Jianqin Yin; Yonghao Dang; Jiajun Fu
errShare
errSave
Knowledge-Driven Compositional Action Recognition
errPATTERN RECOGNITION
IF7.6
err2025-07-01
err0
PREAI
errLiu, Yang; Liu, Fang; Jiao, Licheng; Bao, Qianyue; Li, Shuo; Li, Lingling; Liu, Xu
errShare
errSave
Active generation network of human skeleton for action recognition
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2025-07-01
err0
PREAI
errWang, Xin; Liu, Long; Li, Fangming; Lu, Kai
errShare
errSave
Semantic information guided multimodal skeleton-based action recognition
errINFORMATION FUSION
IF15.5
err2025-06-07
err0
PREAI
errLi, Chenghao; Liang, Wenlong; Yin, Fei; Zhao, Yahui; Zhang, Zhenguo
errShare
errSave
researcher View more