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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
CADTrack: Learning Contextual Aggregation with Deformable Alignment for Robust RGBT Tracking Hao Li Yuhao Wang X. Hu Wenning Hao P. Zhang D. Wang Huchuan Lu 28 0 0 22 Nov 2025
Generative Augmented Reality: Paradigms, Technologies, and Future Applications Chen Liang Jiawen Zheng Yufeng Zeng Yi Tan Hengye Lyu Yuhui Zheng Zisu Li Yueting Weng Jiaxin Shi Hanwang Zhang 57 0 0 20 Nov 2025
Test-Time Iterative Error Correction for Efficient Diffusion Models Yunshan Zhong Yanwei Qi Yuxin Zhang 120 0 0 09 Nov 2025
The Causal Round Trip: Generating Authentic Counterfactuals by Eliminating Information Loss Rui Wu Lizheng Wang Yongjun Li DiffM 165 0 0 07 Nov 2025
Tortoise and Hare Guidance: Accelerating Diffusion Model Inference with Multirate Integration Yunghee Lee Byeonghyun Pak Junwha Hong Hoseong Kim 160 0 0 06 Nov 2025
AI-Generated Image Detection: An Empirical Study and Future Research Directions Nusrat Tasnim Kutub Uddin K. Malik AAML 148 0 0 04 Nov 2025
Perturb a Model, Not an Image: Towards Robust Privacy Protection via Anti-Personalized Diffusion Models Tae-Young Lee Juwon Seo Jong Hwan Ko Gyeong-Moon Park DiffM AAML 141 0 0 03 Nov 2025
Enhancing Frequency Forgery Clues for Diffusion-Generated Image Detection D. Zhang Tong Zhang Shiming Ge Sabine Süsstrunk DiffM AAML 108 0 0 01 Nov 2025
Adaptive Stochastic Coefficients for Accelerating Diffusion Sampling Ruoyu Wang B. Zhu J. Li Liangyu Yuan Chi Zhang DiffM 112 0 0 27 Oct 2025
BADiff: Bandwidth Adaptive Diffusion Model Xi Zhang Hanwei Zhu Yan Zhong Jiamang Wang Weisi Lin 76 0 0 24 Oct 2025
AccuQuant: Simulating Multiple Denoising Steps for Quantizing Diffusion Models Seunghoon Lee Jeongwoo Choi Byunggwan Son Jaehyeon Moon Jeimin Jeon Bumsub Ham DiffM MQ 176 0 0 23 Oct 2025
A Survey on Cache Methods in Diffusion Models: Toward Efficient Multi-Modal Generation Jiacheng Liu Xinyu Wang Yuqi Lin Zhikai Wang P. Wang ... Zexuan Yan Zhengyi Shi Chang Zou Yue Ma Linfeng Zhang 235 1 0 22 Oct 2025
Variance-Reduction Guidance: Sampling Trajectory Optimization for Diffusion Models Shifeng Xu Yanzhu Liu A. Kong 44 0 0 20 Oct 2025
GAS: Improving Discretization of Diffusion ODEs via Generalized Adversarial Solver Aleksandr Oganov Ilya Bykov Eva Neudachina Mishan Aliev Alexander Tolmachev Alexander Sidorov Aleksandr Zuev Andrey Okhotin Denis Rakitin Aibek Alanov 105 0 0 20 Oct 2025
Counting Hallucinations in Diffusion Models Shuai Fu Jian Zhou Qi Chen Huang Jing Huy Anh Nguyen Xiaohan Liu Zhixiong Zeng Lin Ma Quanshi Zhang Qi Wu DiffM HILM 207 0 0 15 Oct 2025
UniMMVSR: A Unified Multi-Modal Framework for Cascaded Video Super-Resolution Shian Du Menghan Xia Chang-rui Liu Quande Liu Xintao Wang Pengfei Wan Xiangyang Ji VGen SupR 200 0 0 09 Oct 2025
Deep Neural Networks Inspired by Differential Equations Y. Liu Lianfang Wang Kuilin Qin Qinghua Zhang Faqiang Wang Li-min Cui Jun Liu Yuping Duan T. Zeng AI4TS AI4CE 142 0 0 09 Oct 2025
Riddled basin geometry sets fundamental limits to predictability and reproducibility in deep learning Andrew Ly Pulin Gong AI4CE 148 0 0 07 Oct 2025
Plug-and-Play Prompt Refinement via Latent Feedback for Diffusion Model Alignment Suhyeon Lee Jong Chul Ye 117 0 0 01 Oct 2025
Hyperparameters are all you need: Using five-step inference for an original diffusion model to generate images comparable to the latest distillation model Zilai Li VLM 148 0 0 30 Sep 2025
PatchVSR: Breaking Video Diffusion Resolution Limits with Patch-wise Video Super-ResolutionComputer Vision and Pattern Recognition (CVPR), 2025 S. Du Menghan Xia Chang Liu Xintao Wang Jing Wang Pengfei Wan Di Zhang Xiangyang Ji DiffM SupR VGen 219 3 0 30 Sep 2025
MOLM: Mixture of LoRA Markers Samar Fares Nurbek Tastan Noor Hussein Karthik Nandakumar 48 0 0 30 Sep 2025
EVODiff: Entropy-aware Variance Optimized Diffusion Inference Shigui Li Wei Chen Delu Zeng DiffM 102 2 0 30 Sep 2025
SafeFlowMatcher: Safe and Fast Planning using Flow Matching with Control Barrier Functions Jeongyong Yang Seunghwan Jang Soojean Han 75 0 0 29 Sep 2025
An Efficient 3D Latent Diffusion Model for T1-contrast Enhanced MRI Generation Zach Eidex Mojtaba Safari Jie Ding Richard L. J. Qiu J. Roper D. Yu Hui-Kuo Shu Zhen Tian H. Mao Xiaofeng Yang DiffM MedIm 105 0 0 29 Sep 2025
Score Distillation of Flow Matching Models Mingyuan Zhou Yi Gu Huangjie Zheng Liangchen Song Guande He Y. Zhang Wenze Hu Yinfei Yang DiffM 100 0 0 29 Sep 2025
IIET: Efficient Numerical Transformer via Implicit Iterative Euler Method Xinyu Liu Bei Li Jiahao Liu Junhao Ruan Kechen Jiao Hongyin Tang Jingang Wang Xiao Tong Jingbo Zhu 98 0 0 26 Sep 2025
HiGS: History-Guided Sampling for Plug-and-Play Enhancement of Diffusion Models Seyedmorteza Sadat Farnood Salehi Romann M. Weber DiffM 108 0 0 26 Sep 2025
Score-based Idempotent Distillation of Diffusion Models Shehtab Zaman Chengyan Liu Kenneth Chiu DiffM 104 0 0 25 Sep 2025
FerretNet: Efficient Synthetic Image Detection via Local Pixel Dependencies Shuqiao Liang Jian Liu Renzhang Chen Quanlong Guan 108 1 0 25 Sep 2025
FAST: Foreground-aware Diffusion with Accelerated Sampling Trajectory for Segmentation-oriented Anomaly Synthesis X. Xu Yanshu Wang Jinbao Wang Xiaoning Lei Guoyang Xie Guannan Jiang Zhichao Lu 159 0 0 24 Sep 2025
WorldForge: Unlocking Emergent 3D/4D Generation in Video Diffusion Model via Training-Free Guidance Chenxi Song Yanming Yang Tong Zhao Ruibo Li Chi Zhang VGen 189 3 0 18 Sep 2025
Universal Few-Shot Spatial Control for Diffusion Models Kiet T. Nguyen Chanhuyk Lee Donggyun Kim Dong Hoon Lee Seunghoon Hong 68 0 0 09 Sep 2025
VarDiU: A Variational Diffusive Upper Bound for One-Step Diffusion Distillation Leyang Wang Mingtian Zhang Chinmay Pani David Barber DiffM 72 0 0 28 Aug 2025
Reusing Computation in Text-to-Image Diffusion for Efficient Generation of Image Sets Dale Decatur Thibault Groueix Wang Yifan Rana Hanocka Vladimir G. Kim Matheus Gadelha 93 0 0 28 Aug 2025
ERTACache: Error Rectification and Timesteps Adjustment for Efficient Diffusion Xurui Peng Hong Liu Chenqian Yan Rui Ma Fangmin Chen X. Wang Zhihua Wu Songwei Liu Mingbao Lin DiffM 161 1 0 27 Aug 2025
CEIDM: A Controlled Entity and Interaction Diffusion Model for Enhanced Text-to-Image Generation Mingyue Yang Dianxi Shi Jialu Zhou Xinyu Wei Leqian Li Shaowu Yang Chunping Qiu 65 0 0 25 Aug 2025
A Novel Local Focusing Mechanism for Deepfake Detection Generalization Mingliang Li Lin Yuanbo Wu Changhong Liu Hanxi Li 167 0 0 23 Aug 2025
Pretrained Diffusion Models Are Inherently Skipped-Step Samplers Wenju Xu VLM 112 0 0 21 Aug 2025
Pathology-Informed Latent Diffusion Model for Anomaly Detection in Lymph Node MetastasisInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 Jiamu Wang Keunho Byeon Jinsol Song Anh Tien Nguyen Sangjeong Ahn Sung Hak Lee Jin Tae Kwak DiffM MedIm 86 0 0 21 Aug 2025
Compact Attention: Exploiting Structured Spatio-Temporal Sparsity for Fast Video Generation Qirui Li Guangcong Zheng Qi Zhao Jie Li Bin Dong Jing Lin Xi Li VGen 101 1 0 18 Aug 2025
Cognitive Structure Generation: From Educational Priors to Policy Optimization Hengnian Gu Zhifu Chen Yuxin Chen Jin Peng Zhou Dongdai Zhou DiffM 84 0 0 18 Aug 2025
TimeMachine: Fine-Grained Facial Age Editing with Identity Preservation Yilin Mi Qixin Yan Zheng-Peng Duan Chunle Guo Hubery Yin Hao Liu Chen Li Chongyi Li DiffM 84 0 0 15 Aug 2025
WeatherDiffusion: Controllable Weather Editing in Intrinsic Space Yixin Zhu Zuoliang Zhu Jian Yang Jian Yang J. Xie Beibei Wang 48 0 0 09 Aug 2025
Zero-Shot Image Anomaly Detection Using Generative Foundation Models Lemar Abdi Amaan Valiuddin Francisco Caetano Christiaan Viviers Fons van der Sommen 84 0 0 30 Jul 2025
Weighted Conditional Flow Matching Sergio Calvo-Ordoñez Matthieu Meunier Alvaro Cartea C. Reisinger Yarin Gal Jose Miguel Hernandez-Lobato 142 1 0 29 Jul 2025
TeEFusion: Blending Text Embeddings to Distill Classifier-Free Guidance Minghao Fu Guo-Hua Wang Xiaohao Chen Qing-Guo Chen Zhao Xu Weihua Luo Kaifu Zhang 155 0 0 24 Jul 2025
Distilling Parallel Gradients for Fast ODE Solvers of Diffusion Models B. Zhu Ruoyu Wang Tong Zhao Hanwang Zhang Chi Zhang DiffM 103 2 0 20 Jul 2025
Text Embedding Knows How to Quantize Text-Guided Diffusion Models H. Lee Myungjun Son Dongjea Kang Seung-Won Jung DiffM MQ 163 1 0 14 Jul 2025
Generative Head-Mounted Camera Captures for Photorealistic Avatars Shaojie Bai Seunghyeon Seo Yida Wang Chenghui Li Owen Wang ... Tianyang Ma Jason M. Saragih S. Wei Nojun Kwak Hyung Jun Kim 131 0 0 08 Jul 2025