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2505.17561
Cited By
Model Already Knows the Best Noise: Bayesian Active Noise Selection via Attention in Video Diffusion Model
23 May 2025
Kwanyoung Kim
Sanghyun Kim
DiffM
VGen
Re-assign community
ArXiv (abs)
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HuggingFace (31 upvotes)
Papers citing
"Model Already Knows the Best Noise: Bayesian Active Noise Selection via Attention in Video Diffusion Model"
37 / 37 papers shown
ReflexFlow: Rethinking Learning Objective for Exposure Bias Alleviation in Flow Matching
Guanbo Huang
Jingjia Mao
Fanding Huang
Fengkai Liu
Xiangyang Luo
...
Jiasheng Lu
X. Wang
Pei Liu
Ruiliu Fu
Shao-Lun Huang
155
0
0
04 Dec 2025
FreqPrior: Improving Video Diffusion Models with Frequency Filtering Gaussian Noise
International Conference on Learning Representations (ICLR), 2025
Yunlong Yuan
Yuanfan Guo
Chunwei Wang
Wei Zhang
Hang Xu
L. Zhang
DiffM
VGen
651
6
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
755
252
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
971
587
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
749
482
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
334
203
0
14 Oct 2024
CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer
International 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
918
1,347
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
678
1,326
0
06 Aug 2024
ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization
Neural Information Processing Systems (NeurIPS), 2024
L. Eyring
Shyamgopal Karthik
Karsten Roth
Alexey Dosovitskiy
Zeynep Akata
320
68
0
06 Jun 2024
Good Seed Makes a Good Crop: Discovering Secret Seeds in Text-to-Image Diffusion Models
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Katherine Xu
Lingzhi Zhang
Jianbo Shi
482
29
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
382
82
0
06 Apr 2024
PixArt-Σ: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation
European 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
819
222
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
2.5K
2,797
0
05 Mar 2024
VideoCrafter2: Overcoming Data Limitations for High-Quality Video Diffusion Models
Computer Vision and Pattern Recognition (CVPR), 2024
Haoxin Chen
Yong Zhang
Xiaodong Cun
Menghan Xia
Xintao Wang
Chao-Liang Weng
Ying Shan
VGen
DiffM
461
502
0
17 Jan 2024
FreeInit: Bridging Initialization Gap in Video Diffusion Models
European Conference on Computer Vision (ECCV), 2023
Tianxing Wu
Chenyang Si
Yuming Jiang
Ziqi Huang
Ziwei Liu
DiffM
VGen
234
79
0
12 Dec 2023
VBench: Comprehensive Benchmark Suite for Video Generative Models
Computer 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
523
1,001
0
29 Nov 2023
FreeNoise: Tuning-Free Longer Video Diffusion via Noise Rescheduling
International Conference on Learning Representations (ICLR), 2023
Haonan Qiu
Menghan Xia
Yong Zhang
Yin-Yin He
Xintao Wang
Ying Shan
Ziwei Liu
DiffM
VGen
291
150
0
23 Oct 2023
LAVIE: High-Quality Video Generation with Cascaded Latent Diffusion Models
International 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
248
319
0
26 Sep 2023
ModelScope Text-to-Video Technical Report
Jiuniu Wang
Hangjie Yuan
Dayou Chen
Yingya Zhang
Xiang Wang
Shiwei Zhang
VGen
DiffM
348
615
0
12 Aug 2023
AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning
International 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
946
1,296
0
10 Jul 2023
Preserve Your Own Correlation: A Noise Prior for Video Diffusion Models
IEEE 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
390
299
0
17 May 2023
Align your Latents: High-Resolution Video Synthesis with Latent Diffusion Models
Computer Vision and Pattern Recognition (CVPR), 2023
A. Blattmann
Robin Rombach
Huan Ling
Tim Dockhorn
Seung Wook Kim
Sanja Fidler
Karsten Kreis
3DGS
VGen
611
1,440
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
229
350
0
23 Nov 2022
CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers
International Conference on Learning Representations (ICLR), 2022
Wenyi Hong
Ming Ding
Wendi Zheng
Xinghan Liu
Jie Tang
DiffM
720
909
0
29 May 2022
High-Resolution Image Synthesis with Latent Diffusion Models
Computer Vision and Pattern Recognition (CVPR), 2021
Robin Rombach
A. Blattmann
Dominik Lorenz
Patrick Esser
Bjorn Ommer
DiffM
3.1K
21,434
0
20 Dec 2021
Noise2Score: Tweedie's Approach to Self-Supervised Image Denoising without Clean Images
Neural Information Processing Systems (NeurIPS), 2021
Kwanyoung Kim
Jong Chul Ye
DiffM
246
141
0
13 Jun 2021
Score-Based Generative Modeling through Stochastic Differential Equations
International Conference on Learning Representations (ICLR), 2020
Yang Song
Jascha Narain Sohl-Dickstein
Diederik P. Kingma
Abhishek Kumar
Stefano Ermon
Ben Poole
DiffM
SyDa
2.2K
8,952
0
26 Nov 2020
Denoising Diffusion Implicit Models
International Conference on Learning Representations (ICLR), 2020
Jiaming Song
Chenlin Meng
Stefano Ermon
VLM
DiffM
1.5K
10,372
0
06 Oct 2020
Denoising Diffusion Probabilistic Models
Jonathan Ho
Ajay Jain
Pieter Abbeel
DiffM
5.1K
26,105
0
19 Jun 2020
Task-Aware Variational Adversarial Active Learning
Computer Vision and Pattern Recognition (CVPR), 2020
Kwanyoung Kim
Dongwon Park
K. Kim
S. Chun
VLM
OOD
167
172
0
11 Feb 2020
BatchBALD: Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning
Neural Information Processing Systems (NeurIPS), 2019
Andreas Kirsch
Joost R. van Amersfoort
Y. Gal
FedML
356
707
0
19 Jun 2019
Learning Loss for Active Learning
Computer Vision and Pattern Recognition (CVPR), 2019
Donggeun Yoo
In So Kweon
UQCV
298
753
0
09 May 2019
Bayesian Generative Active Deep Learning
Toan M. Tran
Thanh-Toan Do
Ian Reid
G. Carneiro
191
149
0
26 Apr 2019
Variational Adversarial Active Learning
Samarth Sinha
Sayna Ebrahimi
Trevor Darrell
GAN
DRL
VLM
SSL
560
637
0
31 Mar 2019
Deep Bayesian Active Learning with Image Data
Y. Gal
Riashat Islam
Zoubin Ghahramani
BDL
UQCV
490
1,884
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
153
108
0
30 Apr 2015
Bayesian Active Learning for Classification and Preference Learning
N. Houlsby
Ferenc Huszár
Zoubin Ghahramani
M. Lengyel
501
1,017
0
24 Dec 2011
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