Pseudo Numerical Methods for Diffusion Models on Manifolds

20 February 2022

Zhou Zhao

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

50 / 153 papers shown

Title
Generating Counterfactual Trajectories with Latent Diffusion Models for Concept Discovery Payal Varshney Adriano Lucieri Christoph Balada Andreas Dengel Sheraz Ahmed MedIm DiffM 53 4 0 16 Apr 2024
Implicit and Explicit Language Guidance for Diffusion-based Visual Perception Hefeng Wang Jiale Cao Jin Xie Aiping Yang Yanwei Pang VLM DiffM 50 2 0 11 Apr 2024
Hash3D: Training-free Acceleration for 3D Generation Xingyi Yang Xinchao Wang 3DGS 38 10 0 09 Apr 2024
Mixture of Low-rank Experts for Transferable AI-Generated Image Detection Zihan Liu Hanyi Wang Yaoyu Kang Shilin Wang MoE 41 12 0 07 Apr 2024
Upsample Guidance: Scale Up Diffusion Models without Training Juno Hwang Yong-Hyun Park Junghyo Jo 45 12 0 02 Apr 2024
Linear Combination of Saved Checkpoints Makes Consistency and Diffusion Models Better En-hao Liu Junyi Zhu Zinan Lin Xuefei Ning Shuaiqi Wang ... Sergey Yekhanin Guohao Dai Huazhong Yang Yu-Xiang Wang Yu Wang MoMe 57 4 0 02 Apr 2024
Uncovering the Text Embedding in Text-to-Image Diffusion Models Huikang Yu Hao Luo Fan Wang Feng Zhao 31 10 0 01 Apr 2024
Efficient Diffusion Model for Image Restoration by Residual Shifting Zongsheng Yue Jianyi Wang Chen Change Loy DiffM 32 36 0 12 Mar 2024
Improving Diffusion-Based Generative Models via Approximated Optimal Transport Daegyu Kim Jooyoung Choi Chaehun Shin Uiwon Hwang Sungroh Yoon OT 42 2 0 08 Mar 2024
PLACE: Adaptive Layout-Semantic Fusion for Semantic Image Synthesis Zheng Lv Yuxiang Wei Wangmeng Zuo Kwan-Yee K. Wong 41 14 0 04 Mar 2024
HanDiffuser: Text-to-Image Generation With Realistic Hand Appearances Supreeth Narasimhaswamy Uttaran Bhattacharya Xiang Chen Ishita Dasgupta Saayan Mitra Minh Hoai DiffM 26 24 0 04 Mar 2024
On the Challenges and Opportunities in Generative AI Laura Manduchi Kushagra Pandey Robert Bamler Ryan Cotterell Sina Daubener ... F. Wenzel Frank Wood Stephan Mandt Vincent Fortuin Vincent Fortuin 56 17 0 28 Feb 2024
SDDGR: Stable Diffusion-based Deep Generative Replay for Class Incremental Object Detection Junsu Kim Hoseong Cho Jihyeon Kim Yihalem Yimolal Tiruneh Seungryul Baek DiffM 43 20 0 27 Feb 2024
Sequential Flow Straightening for Generative Modeling Jongmin Yoon Juho Lee 29 0 0 09 Feb 2024
LMD: Faster Image Reconstruction with Latent Masking Diffusion Zhiyuan Ma Zhihuan Yu Jianjun Li Bowen Zhou DiffM 24 8 0 13 Dec 2023
InteractDiffusion: Interaction Control in Text-to-Image Diffusion Models Jiun Tian Hoe Xudong Jiang Chee Seng Chan Yap-Peng Tan Weipeng Hu 19 11 0 10 Dec 2023
DeepCache: Accelerating Diffusion Models for Free Xinyin Ma Gongfan Fang Xinchao Wang 24 122 0 01 Dec 2023
TFMQ-DM: Temporal Feature Maintenance Quantization for Diffusion Models Yushi Huang Ruihao Gong Jing Liu Tianlong Chen Xianglong Liu DiffM MQ 27 38 0 27 Nov 2023
A 3D generative model of pathological multi-modal MR images and segmentations Virginia Fernandez W. H. Pinaya Pedro Borges M. Graham Tom Kamiel Magda Vercauteren M. Jorge Cardoso MedIm 23 6 0 08 Nov 2023
Improved DDIM Sampling with Moment Matching Gaussian Mixtures Prasad Gabbur DiffM 30 1 0 08 Nov 2023
I2VGen-XL: High-Quality Image-to-Video Synthesis via Cascaded Diffusion Models Shiwei Zhang Jiayu Wang Yingya Zhang Kang Zhao Hangjie Yuan Zhanyue Qin Xiang Wang Deli Zhao Jingren Zhou DiffM VGen 40 198 0 07 Nov 2023
Purify++: Improving Diffusion-Purification with Advanced Diffusion Models and Control of Randomness Boya Zhang Weijian Luo Zhihua Zhang 34 10 0 28 Oct 2023
Local Statistics for Generative Image Detection Yung Jer Wong Teck Khim Ng DiffM 34 2 0 25 Oct 2023
Closed-Form Diffusion Models Christopher Scarvelis Haitz Sáez de Ocáriz Borde Justin Solomon DiffM 95 9 0 19 Oct 2023
Unified High-binding Watermark for Unconditional Image Generation Models Ruinan Ma Yu-an Tan Shangbo Wu Tian Chen Yajie Wang Yuan-zhang Li AAML DiffM WIGM 34 1 0 14 Oct 2023
Towards More Accurate Diffusion Model Acceleration with A Timestep Aligner Mengfei Xia Yujun Shen Changsong Lei Yu Zhou Ran Yi Deli Zhao Wenping Wang Yong-jin Liu 27 5 0 14 Oct 2023
Efficient Integrators for Diffusion Generative Models Kushagra Pandey Maja R. Rudolph Stephan Mandt DiffM 21 10 0 11 Oct 2023
Exploiting the Signal-Leak Bias in Diffusion Models Martin Nicolas Everaert Athanasios Fitsios Marco Bocchio Sami Arpa Sabine Süsstrunk R. Achanta DiffM 32 25 0 27 Sep 2023
Elucidating the Exposure Bias in Diffusion Models Mang Ning Mingxiao Li Jianlin Su A. A. Salah Itir Onal Ertugrul DiffM 119 35 0 29 Aug 2023
Total Selfie: Generating Full-Body Selfies B. Chen Brian L. Curless Ira Kemelmacher-Shlizerman S. M. Seitz DiffM 36 4 0 28 Aug 2023
CHORUS: Learning Canonicalized 3D Human-Object Spatial Relations from Unbounded Synthesized Images Sookwan Han Hanbyul Joo 32 14 0 23 Aug 2023
Diffusion Sampling with Momentum for Mitigating Divergence Artifacts Suttisak Wizadwongsa Worameth Chinchuthakun Pramook Khungurn Amit Raj Supasorn Suwajanakorn DiffM 48 2 0 20 Jul 2023
DiffuseGAE: Controllable and High-fidelity Image Manipulation from Disentangled Representation Yi Leng Qiangjuan Huang Zhiyuan Wang Yangyang Liu Haoyu Zhang DiffM 40 5 0 12 Jul 2023
Exact Diffusion Inversion via Bi-directional Integration Approximation Guoqiang Zhang J. P. Lewis W. Kleijn DiffM 37 24 0 10 Jul 2023
Masked Diffusion Models Are Fast Distribution Learners Jiachen Lei Qinglong Wang Pengyu Cheng Zhongjie Ba Zhan Qin Zhibo Wang Zhenguang Liu Kui Ren DiffM 29 2 0 20 Jun 2023
Cocktail: Mixing Multi-Modality Controls for Text-Conditional Image Generation Minghui Hu Jianbin Zheng Daqing Liu Chuanxia Zheng Chaoyue Wang Dacheng Tao Tat-Jen Cham DiffM 25 9 0 01 Jun 2023
Differential Diffusion: Giving Each Pixel Its Strength E. Levin Ohad Fried DiffM 37 20 0 01 Jun 2023
COMCAT: Towards Efficient Compression and Customization of Attention-Based Vision Models Jinqi Xiao Miao Yin Yu Gong Xiao Zang Jian Ren Bo Yuan VLM ViT 43 9 0 26 May 2023
SEEDS: Exponential SDE Solvers for Fast High-Quality Sampling from Diffusion Models Martin Gonzalez N. Fernández T. Tran Elies Gherbi H. Hajri N. Masmoudi DiffM 35 22 0 23 May 2023
PTQD: Accurate Post-Training Quantization for Diffusion Models Yefei He Luping Liu Jing Liu Weijia Wu Hong Zhou Bohan Zhuang DiffM MQ 30 103 0 18 May 2023
Common Diffusion Noise Schedules and Sample Steps are Flawed Shanchuan Lin Bingchen Liu Jiashi Li Xiao Yang DiffM 17 201 0 15 May 2023
Guided Image Synthesis via Initial Image Editing in Diffusion Model Jiafeng Mao Xueting Wang Kiyoharu Aizawa DiffM 40 52 0 05 May 2023
Align your Latents: High-Resolution Video Synthesis with Latent Diffusion Models A. Blattmann Robin Rombach Huan Ling Tim Dockhorn Seung Wook Kim Sanja Fidler Karsten Kreis 3DGS VGen 106 1,013 0 18 Apr 2023
A Comprehensive Survey on Knowledge Distillation of Diffusion Models Weijian Luo DiffM MedIm 52 33 0 09 Apr 2023
Harnessing the Spatial-Temporal Attention of Diffusion Models for High-Fidelity Text-to-Image Synthesis Qiucheng Wu Yujian Liu Handong Zhao T. Bui Zhe-nan Lin Yang Zhang Shiyu Chang DiffM 42 44 0 07 Apr 2023
ChiroDiff: Modelling chirographic data with Diffusion Models Ayan Das Yongxin Yang Timothy M. Hospedales Tao Xiang Yi-Zhe Song DiffM 32 10 0 07 Apr 2023
Trade-offs in Fine-tuned Diffusion Models Between Accuracy and Interpretability Mischa Dombrowski Hadrien Reynaud Johanna P. Müller Matthew Baugh Bernhard Kainz MedIm 24 6 0 31 Mar 2023
Blind Inpainting with Object-aware Discrimination for Artificial Marker Removal Xue-jun Guo Wenhao Hu Chiming Ni Wenhao Chai Shiyan Li Gaoang Wang MedIm 35 1 0 27 Mar 2023
Freestyle Layout-to-Image Synthesis Han Xue Z. Huang Qianru Sun Li-Na Song Wenjun Zhang DiffM 17 62 0 25 Mar 2023
GlueGen: Plug and Play Multi-modal Encoders for X-to-image Generation Can Qin Ning Yu Chen Xing Shu Zhen Zhang Zeyuan Chen Stefano Ermon Yun Fu Caiming Xiong Ran Xu DiffM 40 20 0 17 Mar 2023