Model Already Knows the Best Noise: Bayesian Active Noise Selection via Attention in Video Diffusion Model

23 May 2025

Papers citing "Model Already Knows the Best Noise: Bayesian Active Noise Selection via Attention in Video Diffusion Model"

36 / 36 papers shown

Title
FreqPrior: Improving Video Diffusion Models with Frequency Filtering Gaussian NoiseInternational Conference on Learning Representations (ICLR), 2025 Yunlong Yuan Yuanfan Guo Chunwei Wang Wei Zhang Hang Xu L. Zhang DiffM VGen 544 4 0 20 Feb 2025
LTX-Video: Realtime Video Latent Diffusion Yoav HaCohen Nisan Chiprut Benny Brazowski Daniel Shalem Dudu Moshe ... Sapir Weissbuch Victor Kulikov Yaki Bitterman Zeev Melumian Ofir Bibi VGen 639 211 0 03 Jan 2025
Large Language Monkeys: Scaling Inference Compute with Repeated Sampling Bradley Brown Jordan Juravsky Ryan Ehrlich Ronald Clark Quoc V. Le Christopher Ré Azalia Mirhoseini ALM LRM 888 561 0 03 Jan 2025
Open-Sora: Democratizing Efficient Video Production for All Zangwei Zheng Xiangyu Peng Tianji Yang Chenhui Shen Shenggui Li Hongxin Liu Yukun Zhou Tianyi Li Yang You VGen 626 454 0 31 Dec 2024
SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers Enze Xie Junsong Chen Junyu Chen Han Cai Haotian Tang ... Zhekai Zhang Zhekai Zhang Ligeng Zhu Yaojie Lu Song Han VLM 271 183 0 14 Oct 2024
CogVideoX: Text-to-Video Diffusion Models with An Expert TransformerInternational Conference on Learning Representations (ICLR), 2024 Zhuoyi Yang Jiayan Teng Wendi Zheng Ming Ding Shiyu Huang ... Weihan Wang Yean Cheng Xiaotao Gu Yuxiao Dong Jie Tang DiffM VGen 819 1,229 0 12 Aug 2024
Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters Charlie Snell Jaehoon Lee Kelvin Xu Aviral Kumar LRM 594 1,251 0 06 Aug 2024
ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise OptimizationNeural Information Processing Systems (NeurIPS), 2024 L. Eyring Shyamgopal Karthik Karsten Roth Alexey Dosovitskiy Zeynep Akata 306 63 0 06 Jun 2024
Good Seed Makes a Good Crop: Discovering Secret Seeds in Text-to-Image Diffusion ModelsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Katherine Xu Lingzhi Zhang Jianbo Shi 390 28 0 23 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 283 78 0 06 Apr 2024
PixArt-Σ: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image GenerationEuropean Conference on Computer Vision (ECCV), 2024 Junsong Chen Chongjian Ge Enze Xie Yue Wu Lewei Yao Xiaozhe Ren Zhongdao Wang Ping Luo Huchuan Lu Zhenguo Li 748 204 0 07 Mar 2024
Scaling Rectified Flow Transformers for High-Resolution Image Synthesis Patrick Esser Sumith Kulal A. Blattmann Rahim Entezari Jonas Muller ... Zion English Kyle Lacey Alex Goodwin Yannik Marek Robin Rombach DiffM 1.8K 2,619 0 05 Mar 2024
VideoCrafter2: Overcoming Data Limitations for High-Quality Video Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2024 Haoxin Chen Yong Zhang Xiaodong Cun Menghan Xia Xintao Wang Chao-Liang Weng Ying Shan VGen DiffM 401 480 0 17 Jan 2024
FreeInit: Bridging Initialization Gap in Video Diffusion ModelsEuropean Conference on Computer Vision (ECCV), 2023 Tianxing Wu Chenyang Si Yuming Jiang Ziqi Huang Ziwei Liu DiffM VGen 196 74 0 12 Dec 2023
VBench: Comprehensive Benchmark Suite for Video Generative ModelsComputer Vision and Pattern Recognition (CVPR), 2023 Ziqi Huang Yinan He Jiashuo Yu Fan Zhang Chenyang Si ... Xinyuan Chen Limin Wang Dahua Lin Yu Qiao Ziwei Liu VGen 430 910 0 29 Nov 2023
FreeNoise: Tuning-Free Longer Video Diffusion via Noise ReschedulingInternational Conference on Learning Representations (ICLR), 2023 Haonan Qiu Menghan Xia Yong Zhang Yin-Yin He Xintao Wang Ying Shan Ziwei Liu DiffM VGen 230 147 0 23 Oct 2023
LAVIE: High-Quality Video Generation with Cascaded Latent Diffusion ModelsInternational Journal of Computer Vision (IJCV), 2023 Yaohui Wang Xinyuan Chen Xin Ma Shangchen Zhou Ziqi Huang ... Chen Change Loy Bo Dai Dahua Lin Yu Qiao Ziwei Liu VGen DiffM 204 310 0 26 Sep 2023
ModelScope Text-to-Video Technical Report Jiuniu Wang Hangjie Yuan Dayou Chen Yingya Zhang Xiang Wang Shiwei Zhang VGen DiffM 316 584 0 12 Aug 2023
AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific TuningInternational Conference on Learning Representations (ICLR), 2023 Yuwei Guo Ceyuan Yang Anyi Rao Zhengyang Liang Yaohui Wang Yu Qiao Maneesh Agrawala Dahua Lin Bo Dai VGen 896 1,249 0 10 Jul 2023
Preserve Your Own Correlation: A Noise Prior for Video Diffusion ModelsIEEE International Conference on Computer Vision (ICCV), 2023 Songwei Ge Seungjun Nah Guilin Liu Tyler Poon Andrew Tao Bryan Catanzaro David Jacobs Jia-Bin Huang Ming-Yuan Liu Yogesh Balaji DiffM VGen 281 295 0 17 May 2023
Align your Latents: High-Resolution Video Synthesis with Latent Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2023 A. Blattmann Robin Rombach Huan Ling Tim Dockhorn Seung Wook Kim Sanja Fidler Karsten Kreis 3DGS VGen 598 1,402 0 18 Apr 2023
Latent Video Diffusion Models for High-Fidelity Long Video Generation Yin-Yin He Tianyu Yang Yong Zhang Ying Shan Qifeng Chen DiffM VGen 202 337 0 23 Nov 2022
CogVideo: Large-scale Pretraining for Text-to-Video Generation via TransformersInternational Conference on Learning Representations (ICLR), 2022 Wenyi Hong Ming Ding Wendi Zheng Xinghan Liu Jie Tang DiffM 648 875 0 29 May 2022
High-Resolution Image Synthesis with Latent Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2021 Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer DiffM 1.8K 20,624 0 20 Dec 2021
Noise2Score: Tweedie's Approach to Self-Supervised Image Denoising without Clean ImagesNeural Information Processing Systems (NeurIPS), 2021 Kwanyoung Kim Jong Chul Ye DiffM 202 132 0 13 Jun 2021
Score-Based Generative Modeling through Stochastic Differential EquationsInternational Conference on Learning Representations (ICLR), 2020 Yang Song Jascha Narain Sohl-Dickstein Diederik P. Kingma Abhishek Kumar Stefano Ermon Ben Poole DiffM SyDa 1.4K 8,662 0 26 Nov 2020
Denoising Diffusion Implicit ModelsInternational Conference on Learning Representations (ICLR), 2020 Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 1.3K 10,000 0 06 Oct 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 4.4K 25,188 0 19 Jun 2020
Task-Aware Variational Adversarial Active LearningComputer Vision and Pattern Recognition (CVPR), 2020 Kwanyoung Kim Dongwon Park K. Kim S. Chun VLM OOD 129 170 0 11 Feb 2020
BatchBALD: Efficient and Diverse Batch Acquisition for Deep Bayesian Active LearningNeural Information Processing Systems (NeurIPS), 2019 Andreas Kirsch Joost R. van Amersfoort Y. Gal FedML 330 699 0 19 Jun 2019
Learning Loss for Active LearningComputer Vision and Pattern Recognition (CVPR), 2019 Donggeun Yoo In So Kweon UQCV 265 743 0 09 May 2019
Bayesian Generative Active Deep Learning Toan M. Tran Thanh-Toan Do Ian Reid G. Carneiro 167 146 0 26 Apr 2019
Variational Adversarial Active Learning Samarth Sinha Sayna Ebrahimi Trevor Darrell GAN DRL VLM SSL 475 634 0 31 Mar 2019
Deep Bayesian Active Learning with Image Data Y. Gal Riashat Islam Zoubin Ghahramani BDL UQCV 425 1,872 0 08 Mar 2017
Hierarchical Subquery Evaluation for Active Learning on a Graph Oisin Mac Aodha Neill D. F. Campbell Jan Kautz Gabriel J. Brostow 122 107 0 30 Apr 2015
Bayesian Active Learning for Classification and Preference Learning N. Houlsby Ferenc Huszár Zoubin Ghahramani M. Lengyel 445 1,007 0 24 Dec 2011