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Pseudo Numerical Methods for Diffusion Models on Manifolds

International Conference on Learning Representations (ICLR), 2022

20 February 2022

Zhou Zhao

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Papers citing "Pseudo Numerical Methods for Diffusion Models on Manifolds"

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Title
AC-Refiner: Efficient Arithmetic Circuit Optimization Using Conditional Diffusion Models Chenhao Xue Kezhi Li Jiaxing Zhang Yi Ren Zhengyuan Shi Chen Zhang Yibo Lin L. Zhang Qiang Xu Guangyu Sun DiffM 109 0 0 03 Jul 2025
Pixel super-resolved virtual staining of label-free tissue using diffusion models Yijie Zhang Luzhe Huang N. Pillar Rui Wang Hanlong Chen Aydogan Ozcan 251 3 0 01 Jul 2025
ForgeLens: Data-Efficient Forgery Focus for Generalizable Forgery Image Detection Yingjian Chen Lei Zhang Y. Niu 202 1 0 01 Jul 2025
TAG-WM: Tamper-Aware Generative Image Watermarking via Diffusion Inversion Sensitivity Yuzhuo Chen Zehua Ma Han Fang Weiming Zhang Nenghai Yu WIGM 250 0 0 30 Jun 2025
Reward-Agnostic Prompt Optimization for Text-to-Image Diffusion Models Semin Kim Yeonwoo Cha Jaehoon Yoo Seunghoon Hong EGVM 186 3 0 20 Jun 2025
Noise-Informed Diffusion-Generated Image Detection with Anomaly AttentionIEEE Transactions on Information Forensics and Security (TIFS), 2025 Weinan Guan Wei Wang Bo Peng Ziwen He Jing Dong Haonan Cheng DiffM 165 1 0 20 Jun 2025
Dive3D: Diverse Distillation-based Text-to-3D Generation via Score Implicit Matching Weimin Bai Yubo Li Wenzheng Chen Weijian Luo H. Sun 209 0 0 16 Jun 2025
Geometric Regularity in Deterministic Sampling Dynamics of Diffusion-based Generative Models Defang Chen Zhenyu Zhou C. Wang Siwei Lyu DiffM 243 1 0 11 Jun 2025
A Review on Score-based Generative Models for Audio Applications Ge Zhu Yutong Wen Zhiyao Duan DiffM MedIm 186 3 0 10 Jun 2025
AQUATIC-Diff: Additive Quantization for Truly Tiny Compressed Diffusion Models Adil Hasan Thomas Peyrin DiffM MQ 282 0 0 06 Jun 2025
Solving Inverse Problems via Diffusion-Based Priors: An Approximation-Free Ensemble Sampling Approach Haoxuan Chen Yinuo Ren Martin Renqiang Min Lexing Ying Zachary Izzo DiffM MedIm 317 11 0 04 Jun 2025
Flexiffusion: Training-Free Segment-Wise Neural Architecture Search for Efficient Diffusion Models Hongtao Huang Xiaojun Chang Weitong Chen MedIm 224 0 0 03 Jun 2025
Dual-Expert Consistency Model for Efficient and High-Quality Video Generation Zhengyao Lv Chenyang Si Tianlin Pan Zhaoxi Chen Kwan-Yee K. Wong Yu Qiao Ziwei Liu DiffM VGen 256 4 0 03 Jun 2025
STORK: Faster Diffusion And Flow Matching Sampling By Resolving Both Stiffness And Structure-Dependence Zheng Tan Weizhen Wang Andrea L. Bertozzi Ernest K. Ryu DiffM 134 2 0 30 May 2025
DLM-One: Diffusion Language Models for One-Step Sequence Generation Tianqi Chen Shujian Zhang Mingyuan Zhou 146 5 0 30 May 2025
Efficiently Access Diffusion Fisher: Within the Outer Product Span Space Fangyikang Wang Hubery Yin Shaobin Zhuang Huminhao Zhu Yinan Li Lei Qian Chao Zhang Hanbin Zhao Hui Qian Chen Li 138 1 0 29 May 2025
Autoregression-free video prediction using diffusion model for mitigating error propagationInternational Conference on Information Photonics (ICIP), 2025 Woonho Ko Jin Bok Park Il Yong Chun DiffM VGen 211 0 0 28 May 2025
AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion Junqi Zhao Jinzheng Zhao Haohe Liu Yun Chen Lu Han Xubo Liu Mark D. Plumbley Wenwu Wang DiffM 218 2 0 28 May 2025
Pioneering 4-Bit FP Quantization for Diffusion Models: Mixup-Sign Quantization and Timestep-Aware Fine-TuningComputer Vision and Pattern Recognition (CVPR), 2025 Maosen Zhao Pengtao Chen Chong Yu Yan Wen Xudong Tan Tao Chen MQ 186 3 0 27 May 2025
DreamBoothDPO: Improving Personalized Generation using Direct Preference Optimization Shamil Ayupov M. Nakhodnov Anastasia Yaschenko Andrey Kuznetsov Aibek Alanov 178 0 0 27 May 2025
DiSA: Diffusion Step Annealing in Autoregressive Image Generation Qinyu Zhao Jaskirat Singh Ming Xu Akshay Asthana Stephen Gould Liang Zheng DiffM 150 2 0 26 May 2025
Toward Theoretical Insights into Diffusion Trajectory Distillation via Operator Merging Weiguo Gao Ming Li DiffM 173 2 0 21 May 2025
Grouping First, Attending Smartly: Training-Free Acceleration for Diffusion Transformers Sucheng Ren Qihang Yu Ju He Yaoyao Liu Liang-Chieh Chen 302 6 0 20 May 2025
Few-Step Diffusion via Score identity Distillation Mingyuan Zhou Yi Gu Zhendong Wang 284 5 0 19 May 2025
Diffusion-NPO: Negative Preference Optimization for Better Preference Aligned Generation of Diffusion ModelsInternational Conference on Learning Representations (ICLR), 2025 Fu-Yun Wang Yunhao Shui Jingtan Piao Keqiang Sun Jiaming Song 211 11 0 16 May 2025
Latent Behavior Diffusion for Sequential Reaction Generation in Dyadic SettingInternational Conference on Pattern Recognition (ICPR), 2025 Minh-Duc Nguyen Hyung-Jeong Yang Soo-Hyung Kim Ji-Eun Shin Seung-Won Kim DiffM 223 3 0 12 May 2025
Diffusion Model Quantization: A Review Qian Zeng Chenggong Hu Weilong Dai Jie Song MQ 331 2 0 08 May 2025
Quantizing Diffusion Models from a Sampling-Aware Perspective Qian Zeng Jie Song Yuanyu Wan Huiqiong Wang Mingli Song DiffM MQ 244 1 0 04 May 2025
Revisiting Diffusion Autoencoder Training for Image Reconstruction Quality Pramook Khungurn Sukit Seripanitkarn Phonphrm Thawatdamrongkit Supasorn Suwajanakorn DiffM 299 0 0 30 Apr 2025
Towards Generalized and Training-Free Text-Guided Semantic Manipulation Yu Hong Xiao Cai Pengpeng Zeng Shuai Zhang Jingkuan Song Lianli Gao Jikang Cheng DiffM 216 0 0 24 Apr 2025
Fast Autoregressive Models for Continuous Latent Generation Tiankai Hang Jianmin Bao Fangyun Wei Dong Chen DiffM 191 3 0 24 Apr 2025
From Missing Pieces to Masterpieces: Image Completion with Context-Adaptive DiffusionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Pourya Shamsolmoali Masoumeh Zareapoor Huiyu Zhou Michael Felsberg Dacheng Tao Xuelong Li DiffM 270 2 0 19 Apr 2025
MLEP: Multi-granularity Local Entropy Patterns for Universal AI-generated Image Detection Lin Yuan Xuelong Li Yan Zhang Jiawei Zhang Hongbo Li Xinbo Gao 294 0 0 18 Apr 2025
Entropic Time Schedulers for Generative Diffusion Models Dejan Stancevic Luca Ambrogioni L. Ambrogioni DiffM OOD 263 2 0 18 Apr 2025
FashionDPO:Fine-tune Fashion Outfit Generation Model using Direct Preference OptimizationAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Mingzhe Yu Yunshan Ma Lei Wu Changshuo Wang Xue Li Lei Meng EGVM 146 1 0 17 Apr 2025
Generalization through variance: how noise shapes inductive biases in diffusion modelsInternational Conference on Learning Representations (ICLR), 2025 John J. Vastola DiffM 937 17 0 16 Apr 2025
Zooming In on Fakes: A Novel Dataset for Localized AI-Generated Image Detection with Forgery Amplification Approach Lvpan Cai Haowei Wang Jinfa Huang YanShu ZhouMen Yiwei Ma Xiaoshuai Sun Liujuan Cao Rongrong Ji ViT 257 4 0 16 Apr 2025
Generalized Audio Deepfake Detection Using Frame-level Latent Information Entropy Botao Zhao Zuheng Kang Yayun He Xiaoyang Qu Junqing Peng Jing Xiao Jianzong Wang 179 1 0 15 Apr 2025
FlexIP: Dynamic Control of Preservation and Personality for Customized Image Generation Linyan Huang Haonan Lin Yanning Zhou Kaiwen Xiao 265 2 0 10 Apr 2025
Enhanced Diffusion Sampling via Extrapolation with Multiple ODE SolutionsInternational Conference on Learning Representations (ICLR), 2025 Jinyoung Choi Junoh Kang Bohyung Han 159 2 0 02 Apr 2025
Language-Guided Trajectory Traversal in Disentangled Stable Diffusion Latent Space for Factorized Medical Image Generation Zahra Tehraninasab Amar Kumar Tal Arbel MedIm 283 1 0 30 Mar 2025
Optimal Stepsize for Diffusion Sampling Jianning Pei Han Hu Shuyang Gu 195 3 0 27 Mar 2025
High Quality Diffusion Distillation on a Single GPU with Relative and Absolute Position Matching Guoqiang Zhang Kenta Niwa J. P. Lewis Cedric Mesnage W. Kleijn 382 0 0 26 Mar 2025
Halton Scheduler For Masked Generative Image TransformerInternational Conference on Learning Representations (ICLR), 2025 Victor Besnier Mickael Chen David Hurych Eduardo Valle Matthieu Cord 222 21 0 21 Mar 2025
Efficient Fine-Tuning and Concept Suppression for Pruned Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2024 Reza Shirkavand Qi He Shangqian Gao Gowthami Somepalli Tom Goldstein Heng-Chiao Huang 364 7 0 13 Mar 2025
Understanding the Quality-Diversity Trade-off in Diffusion Language Models Zak Buzzard DiffM 148 1 0 11 Mar 2025
Efficient Distillation of Classifier-Free Guidance using Adapters Cristian Perez Jensen Seyedmorteza Sadat 265 3 0 10 Mar 2025
Denoising Score Distillation: From Noisy Diffusion Pretraining to One-Step High-Quality Generation Tianyu Chen Yasi Zhang Liang Luo Ying Nian Wu Oscar Leong Mingyuan Zhou DiffM 371 5 0 10 Mar 2025
Efficient Input-level Backdoor Defense on Text-to-Image Synthesis via Neuron Activation Variation Shengfang Zhai Jiajun Li Yue Liu Huanran Chen Zhihua Tian Wenjie Qu Qingni Shen Ruoxi Jia Yinpeng Dong Jiaheng Zhang AAML 551 0 0 09 Mar 2025
CacheQuant: Comprehensively Accelerated Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2025 Xuewen Liu Zhikai Li Qingyi Gu DiffM 168 5 0 03 Mar 2025