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Deep Unsupervised Learning using Nonequilibrium Thermodynamics

12 March 2015

Jascha Narain Sohl-Dickstein

Papers citing "Deep Unsupervised Learning using Nonequilibrium Thermodynamics"

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Title
CHATEDIT: Towards Multi-turn Interactive Facial Image Editing via Dialogue Xing Cui Zekun Li Peipei Li Yibo Hu Hailin Shi Zhaofeng He 79 9 0 20 Mar 2023
Discovering Interpretable Directions in the Semantic Latent Space of Diffusion Models René Haas Inbar Huberman-Spiegelglas Rotem Mulayoff Stella Graßhof Sami S. Brandt T. Michaeli DiffM 90 43 0 20 Mar 2023
Leapfrog Diffusion Model for Stochastic Trajectory Prediction Wei Mao Chenxin Xu Qi Zhu Siheng Chen Yanfeng Wang 97 124 0 20 Mar 2023
Object-Centric Slot Diffusion Jindong Jiang Fei Deng Gautam Singh S. Ahn DiffM BDL OCL 141 61 0 20 Mar 2023
SKED: Sketch-guided Text-based 3D Editing Aryan Mikaeili Or Perel Mehdi Safaee Daniel Cohen-Or Ali Mahdavi-Amiri DiffM 109 67 0 19 Mar 2023
Training Deep Boltzmann Networks with Sparse Ising Machines Shaila Niazi Navid Anjum Aadit Masoud Mohseni S. Chowdhury Yao Qin Kerem Y Çamsarı AI4CE 79 30 0 19 Mar 2023
Conformal Generative Modeling on Triangulated Surfaces Victor D. Dorobantu Charlotte Borcherds Yisong Yue 66 1 0 17 Mar 2023
A Recipe for Watermarking Diffusion Models Yunqing Zhao Tianyu Pang Chao Du Xiao Yang Ngai-Man Cheung Min Lin WIGM 103 124 0 17 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 132 21 0 17 Mar 2023
DiffusionRet: Generative Text-Video Retrieval with Diffusion Model Peng Jin Hao Li Ze-Long Cheng Kehan Li Xiang Ji Chang-rui Liu Li-ming Yuan Jie Chen DiffM VGen 93 58 0 17 Mar 2023
DiffusionSeg: Adapting Diffusion Towards Unsupervised Object Discovery Chaofan Ma Yu-Hao Yang Chen Ju Feifan Zhang Jinxian Liu Yu Wang Ya Zhang Yanfeng Wang DiffM 96 38 0 17 Mar 2023
Diffusing the Optimal Topology: A Generative Optimization Approach Giorgio Giannone Faez Ahmed DiffM AI4CE 41 11 0 17 Mar 2023
Diffusion-based Target Sampler for Unsupervised Domain Adaptation Yulong Zhang Shuhao Chen Yu Zhang Jiangang Lu DiffM 85 0 0 17 Mar 2023
Denoising Diffusion Post-Processing for Low-Light Image Enhancement Savvas Panagiotou Anna Sergeevna Bosman DiffM 91 19 0 16 Mar 2023
HIVE: Harnessing Human Feedback for Instructional Visual Editing Shu Zhen Zhang Xinyi Yang Yihao Feng Can Qin Chia-Chih Chen ... Haiquan Wang Silvio Savarese Stefano Ermon Caiming Xiong Ran Xu 93 117 0 16 Mar 2023
DS-Fusion: Artistic Typography via Discriminated and Stylized Diffusion Maham Tanveer Yizhi Wang Ali Mahdavi-Amiri Hao Zhang DiffM 62 25 0 16 Mar 2023
Efficient Diffusion Training via Min-SNR Weighting Strategy Tiankai Hang Shuyang Gu Chen Li Jianmin Bao Dong Chen Han Hu Xin Geng B. Guo 120 163 0 16 Mar 2023
P+: Extended Textual Conditioning in Text-to-Image Generation A. Voynov Qinghao Chu Daniel Cohen-Or Kfir Aberman VLM DiffM 128 186 0 16 Mar 2023
LDMVFI: Video Frame Interpolation with Latent Diffusion Models Duolikun Danier Fan Zhang David Bull DiffM VGen 90 59 0 16 Mar 2023
DiffIR: Efficient Diffusion Model for Image Restoration Bin Xia Yulun Zhang Shiyin Wang Yitong Wang Xing Wu Yapeng Tian Wenming Yang Luc Van Gool DiffM 126 229 0 16 Mar 2023
DINAR: Diffusion Inpainting of Neural Textures for One-Shot Human Avatars D. Svitov Dmitrii Gudkov Renat Bashirov Victor Lempitsky DiffM 102 27 0 16 Mar 2023
DIRE for Diffusion-Generated Image Detection Zhendong Wang Jianmin Bao Wen-gang Zhou Weilun Wang Hezhen Hu Hong Chen Houqiang Li 97 220 0 16 Mar 2023
Automatic Geo-alignment of Artwork in Children's Story Books Jakub J Dylag V. Suarez James Wald Aneesha Amodini Uvara DiffM 69 0 0 16 Mar 2023
Conditional Synthetic Food Image Generation Weijin Fu Yue Han Jiangpeng He Sriram Baireddy Mridul Gupta Fengqing Zhu GAN 77 4 0 16 Mar 2023
Stochastic Segmentation with Conditional Categorical Diffusion Models L. Zbinden Lars Doorenbos Theodoros Pissas Adrian Thomas Huber Raphael Sznitman Pablo Márquez-Neila DiffM 72 31 0 15 Mar 2023
Class-Guided Image-to-Image Diffusion: Cell Painting from Brightfield Images with Class Labels J. Cross-Zamirski P. Anand Guy B. Williams E. Mouchet Yinhai Wang Carola-Bibiane Schönlieb VLM DiffM MedIm 98 8 0 15 Mar 2023
Stochastic Interpolants: A Unifying Framework for Flows and Diffusions M. S. Albergo Nicholas M. Boffi Eric Vanden-Eijnden DiffM 346 326 0 15 Mar 2023
ResDiff: Combining CNN and Diffusion Model for Image Super-Resolution Shuyao Shang Zhengyang Shan Guangxing Liu LunQian Wang XingHua Wang Zekai Zhang Jingling Zhang DiffM 118 98 0 15 Mar 2023
The Devil's Advocate: Shattering the Illusion of Unexploitable Data using Diffusion Models H. M. Dolatabadi S. Erfani C. Leckie DiffM 121 19 0 15 Mar 2023
Improving 3D Imaging with Pre-Trained Perpendicular 2D Diffusion Models Suhyeon Lee Hyungjin Chung Minyoung Park Jonghyuk Park Wi-Sun Ryu J. C. Ye DiffM MedIm 84 48 0 15 Mar 2023
Generating symbolic music using diffusion models Lilac Atassi DiffM 92 7 0 15 Mar 2023
Uncertainty-Aware Pedestrian Trajectory Prediction via Distributional Diffusion Yao Liu Zesheng Ye Rui Wang Binghao Li Quan Z. Sheng L. Yao 85 11 0 15 Mar 2023
VideoFusion: Decomposed Diffusion Models for High-Quality Video Generation Zhengxiong Luo Dayou Chen Yingya Zhang Yan Huang Liangsheng Wang Yujun Shen Deli Zhao Jinren Zhou Tien-Ping Tan DiffM VGen 225 322 0 15 Mar 2023
DiffusionAD: Norm-guided One-step Denoising Diffusion for Anomaly Detection Hui Zhang Zheng Wang Dan Zeng Zuxuan Wu Yu-Gang Jiang DiffM 177 34 0 15 Mar 2023
Diffusion Models for Contrast Harmonization of Magnetic Resonance Images Alicia Durrer J. Wolleb Florentin Bieder T. Sinnecker Matthias Weigel Robin Sandkühler Cristina Granziera Ozgur Yaldizli Philippe C. Cattin MedIm 75 12 0 14 Mar 2023
LayoutDM: Discrete Diffusion Model for Controllable Layout Generation Naoto Inoue Kotaro Kikuchi E. Simo-Serra Mayu Otani Kota Yamaguchi DiffM 105 108 0 14 Mar 2023
Editing Implicit Assumptions in Text-to-Image Diffusion Models Hadas Orgad Bahjat Kawar Yonatan Belinkov DiffM 112 91 0 14 Mar 2023
Point Cloud Diffusion Models for Automatic Implant Generation Paul Friedrich J. Wolleb Florentin Bieder F. Thieringer Philippe C. Cattin 60 18 0 14 Mar 2023
Edit-A-Video: Single Video Editing with Object-Aware Consistency Chaehun Shin Heeseung Kim Che Hyun Lee Sang-gil Lee Sung-Hoon Yoon DiffM VGen 196 57 0 14 Mar 2023
Controllable Mesh Generation Through Sparse Latent Point Diffusion Models Zhaoyang Lyu Jinyi Wang Yuwei An Ya Zhang Dahua Lin Bo Dai DiffM 120 37 0 14 Mar 2023
Text-to-image Diffusion Models in Generative AI: A Survey Chenshuang Zhang Chaoning Zhang Mengchun Zhang In So Kweon VLM 123 280 0 14 Mar 2023
Generalised Scale-Space Properties for Probabilistic Diffusion Models Pascal Peter DiffM 80 1 0 14 Mar 2023
Diffusion Models in NLP: A Survey Yuansong Zhu Yu Zhao DiffM VLM MedIm 95 23 0 14 Mar 2023
Erasing Concepts from Diffusion Models Rohit Gandikota Joanna Materzyñska Jaden Fiotto-Kaufman David Bau DiffM 138 313 0 13 Mar 2023
DR2: Diffusion-based Robust Degradation Remover for Blind Face Restoration Zhixin Wang Xiaoyun Zhang Ziying Zhang Huangjie Zheng Mingyuan Zhou Ya Zhang Yanfeng Wang DiffM 86 74 0 13 Mar 2023
DDS2M: Self-Supervised Denoising Diffusion Spatio-Spectral Model for Hyperspectral Image Restoration Yuchun Miao Lefei Zhang Lefei Zhang Dacheng Tao DiffM 81 38 0 12 Mar 2023
Synthetic Experience Replay Cong Lu Philip J. Ball Yee Whye Teh Jack Parker-Holder OffRL 172 80 0 12 Mar 2023
Diffusion Models for Non-autoregressive Text Generation: A Survey Yifan Li Kun Zhou Wayne Xin Zhao Ji-Rong Wen MedIm DiffM 116 36 0 12 Mar 2023
One Transformer Fits All Distributions in Multi-Modal Diffusion at Scale Fan Bao Shen Nie Kaiwen Xue Chongxuan Li Shiliang Pu Yaole Wang Gang Yue Yue Cao Hang Su Jun Zhu DiffM 275 163 0 12 Mar 2023
Regularized Vector Quantization for Tokenized Image Synthesis Jiahui Zhang Fangneng Zhan Christian Theobalt Shijian Lu DiffM MQ 97 33 0 11 Mar 2023