FreeInit: Bridging Initialization Gap in Video Diffusion Models

12 December 2023

Ziwei Liu

Papers citing "FreeInit: Bridging Initialization Gap in Video Diffusion Models"

39 / 39 papers shown

Title
FlexiAct: Towards Flexible Action Control in Heterogeneous Scenarios Shiyi Zhang Junhao Zhuang Zhaoyang Zhang Ying Shan Yansong Tang VGen 73 0 0 06 May 2025
NoiseController: Towards Consistent Multi-view Video Generation via Noise Decomposition and Collaboration Haotian Dong X. Wang D. Lin Yipeng Wu Qin Chen R. Liu Kairui Yang Ping Li Qing-Wu Guo VGen 42 0 0 25 Apr 2025
RAGME: Retrieval Augmented Video Generation for Enhanced Motion Realism E. Peruzzo Dejia Xu Xingqian Xu Humphrey Shi N. Sebe DiffM VGen 54 0 0 09 Apr 2025
ScalingNoise: Scaling Inference-Time Search for Generating Infinite Videos Haolin Yang Feilong Tang Ming Hu Yulong Li Junjie Guo Yexin Liu Zelin Peng Junjun He Zongyuan Ge VGen DiffM 96 0 0 20 Mar 2025
Mobius: Text to Seamless Looping Video Generation via Latent Shift Xiuli Bi Jianfei Yuan Bo Liu Y. Zhang Xiaodong Cun Chi-Man Pun Bin Xiao DiffM VGen 58 0 0 27 Feb 2025
Textured 3D Regenerative Morphing with 3D Diffusion Prior Songlin Yang Yushi Lan Honghua Chen Xingang Pan DiffM 61 0 0 21 Feb 2025
SMITE: Segment Me In TimE Amirhossein Alimohammadi Sauradip Nag Saeid Asgari Taghanaki Andrea Tagliasacchi Ghassan Hamarneh Ali Mahdavi-Amiri VLM VOS 84 2 0 20 Feb 2025
Enhancing Multi-Text Long Video Generation Consistency without Tuning: Time-Frequency Analysis, Prompt Alignment, and Theory Xingyao Li Fengzhuo Zhang Jiachun Pan Yunlong Hou Vincent Y. F. Tan Zhuoran Yang DiffM VGen 35 0 0 23 Dec 2024
SnapGen-V: Generating a Five-Second Video within Five Seconds on a Mobile Device Yushu Wu Zhixing Zhang Yanyu Li Yanwu Xu Anil Kag ... Ju Hu Dimitris N. Metaxas Yanzhi Wang Sergey Tulyakov Jian Ren DiffM VGen 90 3 0 13 Dec 2024
Multi-view Image Diffusion via Coordinate Noise and Fourier Attention Justin D. Theiss Norman Müller Daeil Kim Aayush Prakash 66 0 0 04 Dec 2024
SG-I2V: Self-Guided Trajectory Control in Image-to-Video Generation Koichi Namekata Sherwin Bahmani Ziyi Wu Yash Kant Igor Gilitschenski David B. Lindell VGen 57 13 0 07 Nov 2024
FrameBridge: Improving Image-to-Video Generation with Bridge Models Yuji Wang Zehua Chen Xiaoyu Chen Jun-Jie Zhu Jianfei Chen DiffM VGen 96 1 0 20 Oct 2024
Enhancing Single Image to 3D Generation using Gaussian Splatting and Hybrid Diffusion Priors Hritam Basak Hadi Tabatabaee Shreekant Gayaka Ming-feng Li Xin Yang Cheng-Hao Kuo Arnie Sen Min Sun Zhaozheng Yin 3DGS 33 0 0 12 Oct 2024
IV-Mixed Sampler: Leveraging Image Diffusion Models for Enhanced Video Synthesis Shitong Shao Zikai Zhou Lichen Bai Haoyi Xiong Zeke Xie VGen 46 1 0 05 Oct 2024
GroupDiff: Diffusion-based Group Portrait Editing Yuming Jiang Nanxuan Zhao Qing Liu Krishna Kumar Singh Shuai Yang Chen Change Loy Ziwei Liu DiffM 28 1 0 22 Sep 2024
FancyVideo: Towards Dynamic and Consistent Video Generation via Cross-frame Textual Guidance Jiasong Feng Ao Ma Jing Wang Bo Cheng Xiaodan Liang Dawei Leng Yuhui Yin DiffM VGen 37 6 0 15 Aug 2024
FreeLong: Training-Free Long Video Generation with SpectralBlend Temporal Attention Yu Lu Yuanzhi Liang Linchao Zhu Yi Yang DiffM VGen 33 27 0 29 Jul 2024
Animate3D: Animating Any 3D Model with Multi-view Video Diffusion Yanqin Jiang Chaohui Yu Chenjie Cao Fan Wang Weiming Hu Jin Gao VGen 46 16 0 16 Jul 2024
Deep Diffusion Image Prior for Efficient OOD Adaptation in 3D Inverse Problems Hyungjin Chung Jong Chul Ye DiffM 40 6 0 15 Jul 2024
FreeTraj: Tuning-Free Trajectory Control in Video Diffusion Models Haonan Qiu Zhaoxi Chen Zhouxia Wang Yingqing He Menghan Xia Ziwei Liu VGen DiffM 34 17 0 24 Jun 2024
Identifying and Solving Conditional Image Leakage in Image-to-Video Diffusion Model Min Zhao Hongzhou Zhu Chendong Xiang Kaiwen Zheng Chongxuan Li Jun Zhu 61 8 0 22 Jun 2024
Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation Yuanhao Zhai Kevin Lin Zhengyuan Yang Linjie Li Jianfeng Wang Chung-Ching Lin David Doermann Junsong Yuan Lijuan Wang VGen DiffM 33 10 0 11 Jun 2024
CoNo: Consistency Noise Injection for Tuning-free Long Video Diffusion Xingrui Wang Xin Li Zhibo Chen DiffM 42 1 0 07 Jun 2024
RefDrop: Controllable Consistency in Image or Video Generation via Reference Feature Guidance JiaoJiao Fan Haotian Xue Qinsheng Zhang Yongxin Chen 30 1 0 27 May 2024
AudioScenic: Audio-Driven Video Scene Editing Kaixin Shen Ruijie Quan Linchao Zhu Jun Xiao Yi Yang VGen DiffM 29 1 0 25 Apr 2024
Motion Inversion for Video Customization Luozhou Wang Guibao Shen Yixun Liang Xin Tao Pengfei Wan Di Zhang Yijun Li Yingcong Chen VGen DiffM 34 7 0 29 Mar 2024
AnyV2V: A Tuning-Free Framework For Any Video-to-Video Editing Tasks Max W.F. Ku Cong Wei Weiming Ren Huan Yang Wenhu Chen VGen DiffM 67 21 0 21 Mar 2024
SCP-Diff: Spatial-Categorical Joint Prior for Diffusion Based Semantic Image Synthesis Huan-ang Gao Mingju Gao Jiaju Li Wenyi Li Rong Zhi Hao Tang Hao Zhao DiffM 48 4 0 14 Mar 2024
VideoElevator: Elevating Video Generation Quality with Versatile Text-to-Image Diffusion Models Yabo Zhang Yuxiang Wei Xianhui Lin Zheng Hui Peiran Ren Xuansong Xie Xiangyang Ji Wangmeng Zuo VGen 38 6 0 08 Mar 2024
UniCtrl: Improving the Spatiotemporal Consistency of Text-to-Video Diffusion Models via Training-Free Unified Attention Control Xuweiyi Chen Tian Xia Sihan Xu VGen DiffM 29 8 0 04 Mar 2024
ConsistI2V: Enhancing Visual Consistency for Image-to-Video Generation Weiming Ren Harry Yang Ge Zhang Cong Wei Xinrun Du Stephen W. Huang Wenhu Chen DiffM VGen 74 52 0 06 Feb 2024
VideoCrafter2: Overcoming Data Limitations for High-Quality Video Diffusion Models Haoxin Chen Yong Zhang Xiaodong Cun Menghan Xia Xintao Wang Chao-Liang Weng Ying Shan VGen DiffM 115 269 0 17 Jan 2024
VideoBooth: Diffusion-based Video Generation with Image Prompts Yuming Jiang Tianxing Wu Shuai Yang Chenyang Si Dahua Lin Yu Qiao Chen Change Loy Ziwei Liu DiffM VGen 32 65 0 01 Dec 2023
VideoFusion: Decomposed Diffusion Models for High-Quality Video Generation Zhengxiong Luo Dayou Chen Yingya Zhang Yan Huang Liangsheng Wang Yujun Shen Deli Zhao Jinren Zhou Tien-Ping Tan DiffM VGen 132 215 0 15 Mar 2023
CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers Wenyi Hong Ming Ding Wendi Zheng Xinghan Liu Jie Tang DiffM 243 556 0 29 May 2022
Flexible Diffusion Modeling of Long Videos William Harvey Saeid Naderiparizi Vaden Masrani Christian Weilbach Frank D. Wood DiffM BDL VGen 174 284 0 23 May 2022
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 286 5,723 0 29 Apr 2021
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,320 0 12 Dec 2018
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 232 74,467 0 18 May 2015