Title
Swinv2-Imagen: Hierarchical Vision Transformer Diffusion Models for Text-to-Image Generation Rui Li Weihua Li Yi Yang Hanyu Wei Jianhua Jiang Quan-wei Bai DiffM 320 17 0 18 Oct 2022
Deep Data Augmentation for Weed Recognition Enhancement: A Diffusion Probabilistic Model and Transfer Learning Based Approach Dong Chen Xinda Qi Yu Zheng Yuzhen Lu Zhao Li DiffM 213 15 0 18 Oct 2022
Imagic: Text-Based Real Image Editing with Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2022 Bahjat Kawar Shiran Zada Oran Lang Omer Tov Hui-Tang Chang Tali Dekel Inbar Mosseri Michal Irani 475 1,314 0 17 Oct 2022
DiffuSeq: Sequence to Sequence Text Generation with Diffusion ModelsInternational Conference on Learning Representations (ICLR), 2022 Shansan Gong Mukai Li Jiangtao Feng Zhiyong Wu Lingpeng Kong 382 440 0 17 Oct 2022
DiffGAR: Model-Agnostic Restoration from Generative Artifacts Using Image-to-Image Diffusion ModelsInternational Conference on Computer Science and Artificial Intelligence (ICCSAI), 2022 Yueqin Yin Lianghua Huang Yu Liu Kaiqiang Huang DiffM 134 12 0 16 Oct 2022
Is synthetic data from generative models ready for image recognition?International Conference on Learning Representations (ICLR), 2022 Ruifei He Shuyang Sun Xin Yu Chuhui Xue Wenqing Zhang Juil Sock Song Bai Xiaojuan Qi 448 375 0 14 Oct 2022
DE-FAKE: Detection and Attribution of Fake Images Generated by Text-to-Image Generation ModelsConference on Computer and Communications Security (CCS), 2022 Zeyang Sha Zheng Li Ning Yu Yang Zhang DiffM 180 192 0 13 Oct 2022
A Generalist Framework for Panoptic Segmentation of Images and VideosIEEE International Conference on Computer Vision (ICCV), 2022 Ting-Li Chen Lala Li Saurabh Saxena Geoffrey E. Hinton David J. Fleet VGen MLLM 365 129 0 12 Oct 2022
ZITS++: Image Inpainting by Improving the Incremental Transformer on Structural PriorsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Chenjie Cao Qiaole Dong Yanwei Fu 312 45 0 12 Oct 2022
GENIE: Higher-Order Denoising Diffusion SolversNeural Information Processing Systems (NeurIPS), 2022 Tim Dockhorn Arash Vahdat Karsten Kreis DiffM 292 140 0 11 Oct 2022
Can Artificial Intelligence Reconstruct Ancient Mosaics?Studies in Conservation (SIC), 2022 Fernando Moral-Andrés Elena Merino-Gómez Pedro Reviriego Fabrizio Lombardi 86 8 0 07 Oct 2022
Efficient Diffusion Models for Vision: A Survey Anwaar Ulhaq Naveed Akhtar MedIm 348 86 0 07 Oct 2022
Novel View Synthesis with Diffusion ModelsInternational Conference on Learning Representations (ICLR), 2022 Daniel Watson William Chan Ricardo Martín Brualla Jonathan Ho Andrea Tagliasacchi Mohammad Norouzi DiffM 318 318 0 06 Oct 2022
Imagen Video: High Definition Video Generation with Diffusion Models Jonathan Ho William Chan Chitwan Saharia Jay Whang Ruiqi Gao ... Diederik P. Kingma Ben Poole Mohammad Norouzi David J. Fleet Tim Salimans VGen 400 1,831 0 05 Oct 2022
Progressive Text-to-Image Generation Zhengcong Fei Mingyuan Fan Li Zhu Junshi Huang 268 4 0 05 Oct 2022
Diffusion-based Image Translation using Disentangled Style and Content RepresentationInternational Conference on Learning Representations (ICLR), 2022 Gihyun Kwon Jong Chul Ye DiffM 523 201 0 30 Sep 2022
$Low-Dose CT Using Denoising Diffusion Probabilistic Model for 20$\times$ Speedup$ Low-Dose CT Using Denoising Diffusion Probabilistic Model for 20 $\times$ Speedup Wenjun Xia Qing Lyu Ge Wang DiffM MedIm 141 6 0 29 Sep 2022
DreamFusion: Text-to-3D using 2D DiffusionInternational Conference on Learning Representations (ICLR), 2022 Ben Poole Ajay Jain Jonathan T. Barron B. Mildenhall 754 3,097 0 29 Sep 2022
Human Motion Diffusion ModelInternational Conference on Learning Representations (ICLR), 2022 Guy Tevet Sigal Raab Brian Gordon Yonatan Shafir Daniel Cohen-Or Amit H. Bermano DiffM VGen 550 1,013 0 29 Sep 2022
Diffusion Adversarial Representation Learning for Self-supervised Vessel SegmentationInternational Conference on Learning Representations (ICLR), 2022 Boah Kim Y. Oh Jong Chul Ye DiffM MedIm 197 80 0 29 Sep 2022
JPEG Artifact Correction using Denoising Diffusion Restoration Models Bahjat Kawar Jiaming Song Stefano Ermon Michael Elad DiffM 217 62 0 23 Sep 2022
UniColor: A Unified Framework for Multi-Modal Colorization with TransformerACM Transactions on Graphics (TOG), 2022 Zhitong Huang Nanxuan Zhao Jing Liao ViT 130 20 0 22 Sep 2022
MIDMs: Matching Interleaved Diffusion Models for Exemplar-based Image TranslationAAAI Conference on Artificial Intelligence (AAAI), 2022 Junyoung Seo Gyuseong Lee Seokju Cho Jiyoung Lee Seung Wook Kim DiffM 343 30 0 22 Sep 2022
Implementing and Experimenting with Diffusion Models for Text-to-Image Generation Robin Zbinden 107 5 0 22 Sep 2022
T2V-DDPM: Thermal to Visible Face Translation using Denoising Diffusion Probabilistic ModelsIEEE International Conference on Automatic Face & Gesture Recognition (FG), 2022 Nithin Gopalakrishnan Nair Vishal M. Patel DiffM 159 28 0 19 Sep 2022
Generative Visual Prompt: Unifying Distributional Control of Pre-Trained Generative ModelsNeural Information Processing Systems (NeurIPS), 2022 Chen Henry Wu Saman Motamed Shaunak Srivastava Fernando de la Torre VLM DiffM 215 38 0 14 Sep 2022
Diffusion Models in Vision: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu M. Shah DiffM VLM MedIm 1.1K 1,728 0 10 Sep 2022
A Survey on Generative Diffusion ModelIEEE Transactions on Knowledge and Data Engineering (TKDE), 2022 Hanqun Cao Cheng Tan Zhangyang Gao Yilun Xu Guangyong Chen Pheng-Ann Heng Stan Z. Li MedIm 697 397 0 06 Sep 2022
Diffusion Models: A Comprehensive Survey of Methods and ApplicationsACM Computing Surveys (ACM CSUR), 2022 Ling Yang Zhilong Zhang Yingxia Shao Shenda Hong Runsheng Xu Yue Zhao Wentao Zhang Tengjiao Wang Ming-Hsuan Yang DiffM MedIm 1.3K 1,839 0 02 Sep 2022
DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven GenerationComputer Vision and Pattern Recognition (CVPR), 2022 Nataniel Ruiz Yuanzhen Li Varun Jampani Yael Pritch Michael Rubinstein Kfir Aberman 825 3,676 0 25 Aug 2022
Diffusion-based Time Series Imputation and Forecasting with Structured State Space Models Juan Miguel Lopez Alcaraz Nils Strodthoff DiffM 289 232 0 19 Aug 2022
Synthetic Data in Human Analysis: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Indu Joshi Marcel Grimmer Christian Rathgeb Christoph Busch Francois Bremond A. Dantcheva 238 74 0 19 Aug 2022
Keys to Better Image Inpainting: Structure and Texture Go Hand in HandIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Jitesh Jain Yuqian Zhou Ning Yu Humphrey Shi 209 60 0 05 Aug 2022
Prompt-to-Prompt Image Editing with Cross Attention ControlInternational Conference on Learning Representations (ICLR), 2022 Amir Hertz Ron Mokady J. Tenenbaum Kfir Aberman Yael Pritch Daniel Cohen-Or DiffM 683 2,286 0 02 Aug 2022
Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion ModelsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Ozan Özdenizci Robert Legenstein DiffM 263 379 0 29 Jul 2022
Cross-Modal 3D Shape Generation and ManipulationEuropean Conference on Computer Vision (ECCV), 2022 Zezhou Cheng Menglei Chai Jian Ren Hsin-Ying Lee Kyle Olszewski Zeng Huang Subhransu Maji Sergey Tulyakov 136 34 0 24 Jul 2022
InfiniteNature-Zero: Learning Perpetual View Generation of Natural Scenes from Single ImagesEuropean Conference on Computer Vision (ECCV), 2022 Zhengqi Li Qianqian Wang Noah Snavely Angjoo Kanazawa VGen 227 81 0 22 Jul 2022
DiffuStereo: High Quality Human Reconstruction via Diffusion-based Stereo Using Sparse CamerasEuropean Conference on Computer Vision (ECCV), 2022 Ruizhi Shao Zerong Zheng Hongwen Zhang Jingxiang Sun Yebin Liu 337 62 0 16 Jul 2022
EGSDE: Unpaired Image-to-Image Translation via Energy-Guided Stochastic Differential EquationsNeural Information Processing Systems (NeurIPS), 2022 Min Zhao Fan Bao Chongxuan Li Jun Zhu DiffM 412 234 0 14 Jul 2022
Improving Diffusion Model Efficiency Through Patching Troy Luhman Eric Luhman DiffM 160 21 0 09 Jul 2022
Semantic Image Synthesis via Diffusion Models Weilun Wang Weilun Wang Wen-gang Zhou Dongdong Chen Dong Chen Lu Yuan Houqiang Li DiffM 705 199 0 30 Jun 2022
Lossy Compression with Gaussian Diffusion Lucas Theis Tim Salimans Matthew D. Hoffman Fabian Mentzer DiffM 283 98 0 17 Jun 2022
Diffusion Models for Video Prediction and Infilling Tobias Höppe Arash Mehrjou Stefan Bauer Didrik Nielsen Andrea Dittadi DiffM VGen 278 155 0 15 Jun 2022
Diffusion probabilistic modeling of protein backbones in 3D for the motif-scaffolding problemInternational Conference on Learning Representations (ICLR), 2022 Brian L. Trippe Jason Yim D. Tischer D. Baker Tamara Broderick Regina Barzilay Tommi Jaakkola DiffM 271 300 0 08 Jun 2022
Blended Latent DiffusionACM Transactions on Graphics (TOG), 2022 Omri Avrahami Ohad Fried Dani Lischinski DiffM 328 482 0 06 Jun 2022
Compositional Visual Generation with Composable Diffusion ModelsEuropean Conference on Computer Vision (ECCV), 2022 Nan Liu Shuang Li Yilun Du Antonio Torralba J. Tenenbaum DiffM CoGe 607 636 0 03 Jun 2022
Elucidating the Design Space of Diffusion-Based Generative ModelsNeural Information Processing Systems (NeurIPS), 2022 Tero Karras M. Aittala Timo Aila S. Laine DiffM 866 2,695 0 01 Jun 2022
Improved Vector Quantized Diffusion Models Zhicong Tang Shuyang Gu Jianmin Bao Dong Chen Fang Wen DiffM 375 72 0 31 May 2022
Maximum Likelihood Training of Implicit Nonlinear Diffusion ModelsNeural Information Processing Systems (NeurIPS), 2022 Dongjun Kim Byeonghu Na S. Kwon Dongsoo Lee Wanmo Kang Il-Chul Moon DiffM 612 59 0 27 May 2022
Pretraining is All You Need for Image-to-Image Translation Tengfei Wang Ting Zhang Bo Zhang Hao Ouyang Dong Chen Qifeng Chen Fang Wen DiffM 380 198 0 25 May 2022