Title
Beyond Static Scenes: Camera-controllable Background Generation for Human Motion Mingshuai Yao Mengting Chen Qinye Zhou Yuyao Zhang Ming-Yu Liu ... Chen Ju Shuai Xiao Qingwen Liu Jinsong Lan Wangmeng Zuo DiffM VGen 54 1 0 01 Apr 2025
FoundHand: Large-Scale Domain-Specific Learning for Controllable Hand Image Generation Kefan Chen Chaerin Min Linguang Zhang Shreyas Hampali Cem Keskin Srinath Sridhar 77 0 0 03 Dec 2024
DreamDance: Animating Human Images by Enriching 3D Geometry Cues from 2D Poses Yatian Pang Bin Zhu Bin Lin Mingzhe Zheng Francis E. H. Tay Ser-Nam Lim Harry Yang Li Yuan VGen 3DH 79 4 0 30 Nov 2024
Enhancing Motion in Text-to-Video Generation with Decomposed Encoding and Conditioning Penghui Ruan Pichao Wang Divya Saxena Jiannong Cao Yuhui Shi DiffM VGen 36 78 0 31 Oct 2024
MovieCharacter: A Tuning-Free Framework for Controllable Character Video Synthesis Di Qiu Zheng Chen Rui Wang Mingyuan Fan Changqian Yu Junshi Huan Xiang Wen VGen 43 6 0 28 Oct 2024
High Quality Human Image Animation using Regional Supervision and Motion Blur Condition Zhongcong Xu Chaoyue Song Guoxian Song Jianfeng Zhang Jun Hao Liew ... You Xie Linjie Luo Guosheng Lin Jiashi Feng Mike Zheng Shou DiffM 3DH VGen 30 3 0 29 Sep 2024
AnyLogo: Symbiotic Subject-Driven Diffusion System with Gemini Status Jinghao Zhang Wen Qian Hao Luo Fan Wang Feng Zhao DiffM 28 0 0 26 Sep 2024
Adaptive Multi-Modal Control of Digital Human Hand Synthesis Using a Region-Aware Cycle Loss Qifan Fu Xiaohang Yang Muhammad Asad Changjae Oh Shanxin Yuan Gregory Slabaugh 39 3 0 13 Sep 2024
A Comprehensive Survey on Human Video Generation: Challenges, Methods, and Insights Wentao Lei Jinting Wang Fengji Ma Guanjie Huang Li Liu VGen EGVM 65 8 0 11 Jul 2024
MimicMotion: High-Quality Human Motion Video Generation with Confidence-aware Pose Guidance Yuang Zhang Jiaxi Gu Li-Wen Wang Han Wang Junqi Cheng Yuefeng Zhu Fangyuan Zou VGen 69 66 0 28 Jun 2024
DeMamba: AI-Generated Video Detection on Million-Scale GenVideo Benchmark Haoxing Chen Yan Hong Zizheng Huang Zhuoer Xu Zhangxuan Gu ... Jun Lan Huijia Zhu Jianfu Zhang Weiqiang Wang Huaxiong Li Mamba 83 16 0 30 May 2024
A Survey on Personalized Content Synthesis with Diffusion Models Xu-Lu Zhang Xiao Wei Wengyu Zhang Jinlin Wu Zhaoxiang Zhang Zhen Lei Qing Li Zhen Lei Qing Li EGVM 143 19 0 09 May 2024
InitNO: Boosting Text-to-Image Diffusion Models via Initial Noise Optimization Xiefan Guo Jinlin Liu Miaomiao Cui Jiankai Li Hongyu Yang Di Huang 39 25 0 06 Apr 2024
Champ: Controllable and Consistent Human Image Animation with 3D Parametric Guidance Shenhao Zhu Junming Leo Chen Zuozhuo Dai Qingkun Su Yinghui Xu Xun Cao Yao Yao Hao Zhu Siyu Zhu 3DH VGen 42 100 0 21 Mar 2024
Controllable Generation with Text-to-Image Diffusion Models: A Survey Pu Cao Feng Zhou Qing-Huang Song Lu Yang 72 37 0 07 Mar 2024
Direct-a-Video: Customized Video Generation with User-Directed Camera Movement and Object Motion Shiyuan Yang Liang Hou Haibin Huang Chongyang Ma Pengfei Wan Di Zhang Xiaodong Chen Jing Liao VGen DiffM 66 77 0 05 Feb 2024
Boximator: Generating Rich and Controllable Motions for Video Synthesis Jiawei Wang Yuchen Zhang Jiaxin Zou Yan Zeng Guoqiang Wei Liping Yuan Hang Li DiffM VGen 35 43 0 02 Feb 2024
Retrieving Conditions from Reference Images for Diffusion Models Haoran Tang Xin Zhou Jieren Deng Zhihong Pan Hao Tian Pratik Chaudhari 34 3 0 05 Dec 2023
MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning Jun Chen Deyao Zhu Xiaoqian Shen Xiang Li Zechun Liu Pengchuan Zhang Raghuraman Krishnamoorthi Vikas Chandra Yunyang Xiong Mohamed Elhoseiny MLLM 160 443 0 14 Oct 2023