Diffusion Autoencoders: Toward a Meaningful and Decodable Representation

30 November 2021

Konpat Preechakul

Nattanat Chatthee

Suttisak Wizadwongsa

Supasorn Suwajanakorn

SyDa

DiffM

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Papers citing "Diffusion Autoencoders: Toward a Meaningful and Decodable Representation"

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Title
ToddlerDiffusion: Flash Interpretable Controllable Diffusion Model Eslam Mohamed Bakr Liangbing Zhao Vincent Tao Hu Matthieu Cord Patrick Pérez Mohamed Elhoseiny 17 1 0 24 Nov 2023
FrePolad: Frequency-Rectified Point Latent Diffusion for Point Cloud Generation Chenliang Zhou Fangcheng Zhong Param Hanji Zhilin Guo Kyle Fogarty Alejandro Sztrajman Hongyun Gao Cengiz Öztireli 13 3 0 20 Nov 2023
Video Face Re-Aging: Toward Temporally Consistent Face Re-Aging Abdul Muqeet Kyuchul Lee Bumsoo Kim Yohan Hong Hyungrae Lee Woonggon Kim Kwang Hee Lee 16 3 0 20 Nov 2023
Mitigating Exposure Bias in Discriminator Guided Diffusion Models Eleftherios Tsonis Paraskevi Tzouveli Athanasios Voulodimos DiffM 10 2 0 18 Nov 2023
A Spectral Diffusion Prior for Hyperspectral Image Super-Resolution Jianjun Liu Zebin Wu Liang Xiao 29 7 0 15 Nov 2023
IMPUS: Image Morphing with Perceptually-Uniform Sampling Using Diffusion Models Zhaoyuan Yang Zhengyang Yu Zhiwei Xu Jaskirat Singh Jing Zhang Dylan Campbell Peter Tu Richard Hartley 23 11 0 12 Nov 2023
DiffDub: Person-generic Visual Dubbing Using Inpainting Renderer with Diffusion Auto-encoder Tao Liu Chenpeng Du Shuai Fan Feilong Chen Kai Yu DiffM VGen 14 6 0 03 Nov 2023
Improving Fairness using Vision-Language Driven Image Augmentation Moreno DÍncà Christos Tzelepis Ioannis Patras N. Sebe 32 12 0 02 Nov 2023
Controllable Music Production with Diffusion Models and Guidance Gradients Mark Levy Bruno Di Giorgi Floris Weers Angelos Katharopoulos Tom Nickson DiffM 75 19 0 01 Nov 2023
The Missing U for Efficient Diffusion Models Sergio Calvo-Ordoñez Chun-Wun Cheng Jiahao Huang Lipei Zhang Guang Yang Carola-Bibiane Schonlieb Angelica I Aviles-Rivero DiffM 25 4 0 31 Oct 2023
DiffEnc: Variational Diffusion with a Learned Encoder Beatrix M. G. Nielsen Anders Christensen Andrea Dittadi Ole Winther DiffM 11 9 0 30 Oct 2023
Predicting mutational effects on protein-protein binding via a side-chain diffusion probabilistic model Shiwei Liu Tian Zhu Milong Ren Chungong Yu Dongbo Bu Haicang Zhang DiffM 14 17 0 30 Oct 2023
From Identifiable Causal Representations to Controllable Counterfactual Generation: A Survey on Causal Generative Modeling Aneesh Komanduri Xintao Wu Yongkai Wu Feng Chen CML OOD 25 7 0 17 Oct 2023
Unsupervised Discovery of Interpretable Directions in h-space of Pre-trained Diffusion Models Zijian Zhang Luping Liu Zhijie Lin Yichen Zhu Zhou Zhao DiffM 21 4 0 15 Oct 2023
Fast-DiM: Towards Fast Diffusion Morphs Zander Blasingame Chen Liu 19 3 0 14 Oct 2023
DeltaSpace: A Semantic-aligned Feature Space for Flexible Text-guided Image Editing Yueming Lyu Kang Zhao Bo Peng Yue Jiang Yingya Zhang Jing Dong 17 2 0 12 Oct 2023
Latent Diffusion Model for DNA Sequence Generation Zehui Li Yuhao Ni Tim August B. Huygelen Akashaditya Das Guoxuan Xia Guy-Bart Stan Yiren Zhao 36 9 0 09 Oct 2023
Identifying Representations for Intervention Extrapolation Sorawit Saengkyongam Ezgi Ozyilkan Pradeep Ravikumar Niklas Pfister Jonas Peters CML OOD 9 14 0 06 Oct 2023
Structural Adversarial Objectives for Self-Supervised Representation Learning Xiao Zhang Michael Maire 6 0 0 30 Sep 2023
Steered Diffusion: A Generalized Framework for Plug-and-Play Conditional Image Synthesis Nithin Gopalakrishnan Nair A. Cherian Suhas Lohit Ye Wang T. Koike-Akino Vishal M. Patel Tim K. Marks DiffM 28 17 0 30 Sep 2023
Reconstruction of Patient-Specific Confounders in AI-based Radiologic Image Interpretation using Generative Pretraining T. Han Laura vZigutyt.e L. Huck M. Huppertz R. Siepmann ... Firas Khader Christiane Kuhl S. Nebelung Jakob Kather Daniel Truhn MedIm 17 3 0 29 Sep 2023
Factorized Diffusion Architectures for Unsupervised Image Generation and Segmentation Xin Yuan Michael Maire DiffM 22 2 0 27 Sep 2023
Subjective Face Transform using Human First Impressions Chaitanya Roygaga Joshua Krinsky Kai Zhang Kenny Kwok Aparna Bharati CVBM 37 0 0 27 Sep 2023
Identity-preserving Editing of Multiple Facial Attributes by Learning Global Edit Directions and Local Adjustments Najmeh Mohammadbagheri Fardin Ayar A. Nickabadi R. Safabakhsh CVBM GAN 16 3 0 25 Sep 2023
FaceDiffuser: Speech-Driven 3D Facial Animation Synthesis Using Diffusion Stefan Stan Kazi Injamamul Haque Zerrin Yumak DiffM 29 53 0 20 Sep 2023
Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion Models Zalan Fabian Berk Tınaz Mahdi Soltanolkotabi DiffM 17 5 0 12 Sep 2023
InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation Xingchao Liu Xiwen Zhang Jianzhu Ma Jian Peng Qiang Liu 91 193 0 12 Sep 2023
Phasic Content Fusing Diffusion Model with Directional Distribution Consistency for Few-Shot Model Adaption Teng Hu Jiangning Zhang L. Liu Ran Yi Siqi Kou Haokun Zhu Xu Chen Yabiao Wang Chengjie Wang Lizhuang Ma DiffM 37 11 0 07 Sep 2023
Generative AI-aided Joint Training-free Secure Semantic Communications via Multi-modal Prompts Hongyang Du Guangyuan Liu Dusit Niyato Jiayi Zhang Jiawen Kang Zehui Xiong Bo Ai Dong In Kim 18 23 0 05 Sep 2023
Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation Georg Kohl Li-Wei Chen Nils Thuerey AI4CE DiffM 31 22 0 04 Sep 2023
PathLDM: Text conditioned Latent Diffusion Model for Histopathology Srikar Yellapragada Alexandros Graikos Prateek Prasanna Tahsin M. Kurc Joel H. Saltz Dimitris Samaras AI4CE 22 34 0 01 Sep 2023
Neural Implicit Morphing of Face Images Guilherme Gonçalves Schardong Tiago Novello Hallison Paz Iurii Medvedev Daniela Perazzo Luiz Velho Nuno Gonccalves CVBM 3DH 21 7 0 26 Aug 2023
A Survey of AI Music Generation Tools and Models Yueyue Zhu Jared Baca Banafsheh Rekabdar Reza Rawassizadeh MGen 27 13 0 24 Aug 2023
Diffusion Model as Representation Learner Xingyi Yang Xinchao Wang DiffM 25 52 0 21 Aug 2023
DMCVR: Morphology-Guided Diffusion Model for 3D Cardiac Volume Reconstruction Xiaoxiao He Chaowei Tan Ligong Han Bo Liu L. Axel Kang Li Dimitris N. Metaxas DiffM MedIm 17 10 0 18 Aug 2023
Patched Denoising Diffusion Models For High-Resolution Image Synthesis Zheng Ding Mengqi Zhang Jiajun Wu Z. Tu DiffM 15 33 0 02 Aug 2023
Contrastive Conditional Latent Diffusion for Audio-visual Segmentation Yuxin Mao Jing Zhang Mochu Xiang Yun-Qiu Lv Yiran Zhong Yuchao Dai DiffM 24 28 0 31 Jul 2023
RGB-D-Fusion: Image Conditioned Depth Diffusion of Humanoid Subjects Sascha Kirch Valeria Olyunina Jan Ondřej Rafael Pagés Sergio Martín Clara Pérez-Molina 6 2 0 29 Jul 2023
Diff-E: Diffusion-based Learning for Decoding Imagined Speech EEG Soowon Kim Young-Eun Lee Seo-Hyun Lee Seong-Whan Lee DiffM 9 16 0 26 Jul 2023
Not All Steps are Created Equal: Selective Diffusion Distillation for Image Manipulation Luozhou Wang Shuai Yang Shu Liu Yingke Chen DiffM 14 10 0 17 Jul 2023
DiffuseGAE: Controllable and High-fidelity Image Manipulation from Disentangled Representation Yi Leng Qiangjuan Huang Zhiyuan Wang Yangyang Liu Haoyu Zhang DiffM 14 5 0 12 Jul 2023
Single Image LDR to HDR Conversion using Conditional Diffusion Dwip Dalal Gautam Vashishtha Prajwal Singh S. Raman DiffM 23 9 0 06 Jul 2023
LEAT: Towards Robust Deepfake Disruption in Real-World Scenarios via Latent Ensemble Attack Joonkyo Shim H. Yoon DiffM AAML 11 2 0 04 Jul 2023
Bidirectional Temporal Diffusion Model for Temporally Consistent Human Animation Tserendorj Adiya Jae Shin Yoon Jungeun Lee Sang-hyeon Kim Hwasup Lim DiffM 13 0 0 02 Jul 2023
High Fidelity Image Counterfactuals with Probabilistic Causal Models Fabio De Sousa Ribeiro Tian Xia M. Monteiro Nick Pawlowski Ben Glocker DiffM 23 36 0 27 Jun 2023
Directional diffusion models for graph representation learning Run Yang Yuling Yang Fan Zhou Qiang Sun DiffM 20 12 0 22 Jun 2023
InfoDiffusion: Representation Learning Using Information Maximizing Diffusion Models Yingheng Wang Yair Schiff Aaron Gokaslan Weishen Pan Fei Wang Chris De Sa Volodymyr Kuleshov DiffM 6 39 0 14 Jun 2023
Distribution Shift Inversion for Out-of-Distribution Prediction Runpeng Yu Songhua Liu Xingyi Yang Xinchao Wang OODD 18 18 0 14 Jun 2023
REACT2023: the first Multi-modal Multiple Appropriate Facial Reaction Generation Challenge Siyang Song Micol Spitale Cheng Luo Germán Barquero Cristina Palmero ... M. Valstar Tobias Baur F. Ringeval E. André Hatice Gunes 25 10 0 11 Jun 2023
On the Design Fundamentals of Diffusion Models: A Survey Ziyi Chang G. Koulieris Hubert P. H. Shum DiffM 27 52 0 07 Jun 2023