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
Interpretable Alzheimer's Disease Classification Via a Contrastive Diffusion Autoencoder Ayodeji Ijishakin A. Abdulaal Adamos Hadjivasiliou Sophie Martin James H. Cole DiffM MedIm 17 9 0 05 Jun 2023
PLANNER: Generating Diversified Paragraph via Latent Language Diffusion Model Yizhe Zhang Jiatao Gu Zhuofeng Wu Shuangfei Zhai J. Susskind Navdeep Jaitly DiffM 20 24 0 05 Jun 2023
Conditional Generation from Unconditional Diffusion Models using Denoiser Representations Alexandros Graikos Srikar Yellapragada Dimitris Samaras DiffM AI4CE 8 4 0 02 Jun 2023
Diffusion Self-Guidance for Controllable Image Generation Dave Epstein Allan Jabri Ben Poole Alexei A. Efros Aleksander Holynski 11 243 0 01 Jun 2023
Conditioning Diffusion Models via Attributes and Semantic Masks for Face Generation Nico Giambi G. Lisanti DiffM 17 7 0 01 Jun 2023
StyleAvatar3D: Leveraging Image-Text Diffusion Models for High-Fidelity 3D Avatar Generation Chi Zhang Yiwen Chen Yijun Fu Zheng-Yang Zhou YU Gang Billzb Wang Bin-Bin Fu Tao Chen Guosheng Lin Chunhua Shen DiffM 16 27 0 30 May 2023
Aligning Optimization Trajectories with Diffusion Models for Constrained Design Generation Giorgio Giannone Akash Srivastava Ole Winther Faez Ahmed DiffM AI4CE 13 26 0 29 May 2023
ChatFace: Chat-Guided Real Face Editing via Diffusion Latent Space Manipulation Dongxu Yue Qin Guo Munan Ning Jiaxi Cui Yuesheng Zhu Liuliang Yuan DiffM 16 11 0 24 May 2023
WaveDM: Wavelet-Based Diffusion Models for Image Restoration Yi Huang Jiancheng Huang Jianzhuang Liu Mingfu Yan Yu Dong Jiaxi Lv Chaoqi Chen Shifeng Chen 23 37 0 23 May 2023
DiffProtect: Generate Adversarial Examples with Diffusion Models for Facial Privacy Protection Jiang-Long Liu Chun Pong Lau Ramalingam Chellappa DiffM 23 31 0 23 May 2023
Guided Motion Diffusion for Controllable Human Motion Synthesis Korrawe Karunratanakul Konpat Preechakul Supasorn Suwajanakorn Siyu Tang DiffM 24 122 0 21 May 2023
SlotDiffusion: Object-Centric Generative Modeling with Diffusion Models Ziyi Wu Jingyu Hu Wuyue Lu Igor Gilitschenski Animesh Garg DiffM OCL 23 44 0 18 May 2023
Unlearnable Examples Give a False Sense of Security: Piercing through Unexploitable Data with Learnable Examples Wanzhu Jiang Yunfeng Diao He-Nan Wang Jianxin Sun M. Wang Richang Hong 32 18 0 16 May 2023
Exploring One-shot Semi-supervised Federated Learning with A Pre-trained Diffusion Model Min Yang Shangchao Su Bin Li Xiangyang Xue DiffM 19 29 0 06 May 2023
LD-GAN: Low-Dimensional Generative Adversarial Network for Spectral Image Generation with Variance Regularization Emmanuel Martinez Roman Jacome Alejandra Hernandez-Rojas Henry Arguello 19 5 0 29 Apr 2023
Exploring Compositional Visual Generation with Latent Classifier Guidance Changhao Shi Haomiao Ni Kaican Li Shaobo Han Mingfu Liang Martin Renqiang Min DiffM 21 9 0 25 Apr 2023
Variational Diffusion Auto-encoder: Latent Space Extraction from Pre-trained Diffusion Models Georgios Batzolis Jan Stanczuk Carola-Bibiane Schönlieb DiffM 18 0 0 24 Apr 2023
Hierarchical Diffusion Autoencoders and Disentangled Image Manipulation Zeyu Lu Chengyue Wu Xinyuan Chen Yaohui Wang Lei Bai Yu Qiao Xihui Liu DiffM 13 15 0 24 Apr 2023
NaturalSpeech 2: Latent Diffusion Models are Natural and Zero-Shot Speech and Singing Synthesizers Kai Shen Zeqian Ju Xu Tan Yanqing Liu Yichong Leng Lei He Tao Qin Sheng Zhao Jiang Bian DiffM 15 221 0 18 Apr 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 16 1,010 0 18 Apr 2023
Identity Encoder for Personalized Diffusion Yu-Chuan Su Kelvin C. K. Chan Yandong Li Yang Zhao Han-Ying Zhang Boqing Gong H. Wang Xuhui Jia DiffM 16 7 0 14 Apr 2023
DCFace: Synthetic Face Generation with Dual Condition Diffusion Model Minchul Kim Feng Liu Anil Jain Xiaoming Liu DiffM 22 111 0 14 Apr 2023
Single-Stage Diffusion NeRF: A Unified Approach to 3D Generation and Reconstruction Hansheng Chen Jiatao Gu Anpei Chen Wei Tian Z. Tu Lingjie Liu Haoran Su VGen DiffM 34 146 0 13 Apr 2023
DiffusionRig: Learning Personalized Priors for Facial Appearance Editing Zheng Ding X. Zhang Zhihao Xia Lars Jebe Z. Tu Xiuming Zhang DiffM 19 63 0 13 Apr 2023
DDRF: Denoising Diffusion Model for Remote Sensing Image Fusion Zihan Cao Shiqi Cao Xiao Wu Junming Hou Ran Ran Liang-Jian Deng DiffM 19 15 0 10 Apr 2023
Zero-shot Generative Model Adaptation via Image-specific Prompt Learning Jiayi Guo Chaofei Wang You Wu Eric Zhang Kai Wang Xingqian Xu S. Song Humphrey Shi Gao Huang DiffM VLM 69 28 0 06 Apr 2023
ViT-DAE: Transformer-driven Diffusion Autoencoder for Histopathology Image Analysis Xuanang Xu S. Kapse Rajarsi R. Gupta Prateek Prasanna DiffM MedIm 12 16 0 03 Apr 2023
$$\infty$-Diff: Infinite Resolution Diffusion with Subsampled Mollified States$ $\infty$ -Diff: Infinite Resolution Diffusion with Subsampled Mollified States Sam Bond-Taylor Chris G. Willcocks 32 15 0 31 Mar 2023
Diffusion Action Segmentation Dao-jun Liu Qiyue Li A. Dinh Ting Jiang Mubarak Shah Chan Xu VGen DiffM 19 67 0 31 Mar 2023
DAE-Talker: High Fidelity Speech-Driven Talking Face Generation with Diffusion Autoencoder Chenpeng Du Qi Chen Xie Chen K. Yu DiffM 13 50 0 30 Mar 2023
4D Facial Expression Diffusion Model K. Zou S. Faisan Boyang Yu S. Valette Hyewon Seo 21 11 0 29 Mar 2023
Variational Distribution Learning for Unsupervised Text-to-Image Generation Minsoo Kang Doyup Lee Jiseob Kim Saehoon Kim Bohyung Han DRL OOD 14 3 0 28 Mar 2023
Conditional Image-to-Video Generation with Latent Flow Diffusion Models Haomiao Ni Changhao Shi Kaican Li Sharon X. Huang Martin Renqiang Min VGen DiffM 16 161 0 24 Mar 2023
Semantic Latent Space Regression of Diffusion Autoencoders for Vertebral Fracture Grading Matthias Keicher Matan Atad D. Schinz A. Gersing S. Foreman ... Jon F Rischewski Anna-Sophia Dietrich Benedikt Wiestler Jan S. Kirschke Nassir Navab DiffM MedIm 6 4 0 21 Mar 2023
Pluralistic Aging Diffusion Autoencoder Peipei Li Rui Wang Huaibo Huang Ran He Zhaofeng He DiffM 17 15 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 15 39 0 20 Mar 2023
Object-Centric Slot Diffusion Jindong Jiang Fei Deng Gautam Singh S. Ahn DiffM BDL OCL 22 56 0 20 Mar 2023
3DQD: Generalized Deep 3D Shape Prior via Part-Discretized Diffusion Process Yuhan Li Yishun Dou Xuanhong Chen Bingbing Ni Yilin Sun Yutian Liu Fuzhen Wang DiffM 21 29 0 18 Mar 2023
Denoising Diffusion Autoencoders are Unified Self-supervised Learners Weilai Xiang Hongyu Yang Di Huang Yunhong Wang DiffM 12 69 0 17 Mar 2023
Aerial Diffusion: Text Guided Ground-to-Aerial View Translation from a Single Image using Diffusion Models D. Kothandaraman Tianyi Zhou Ming Lin Dinesh Manocha 24 5 0 15 Mar 2023
Enhanced Controllability of Diffusion Models via Feature Disentanglement and Realism-Enhanced Sampling Methods Wonwoong Cho Hareesh Ravi Midhun Harikumar V. Khuc Krishna Kumar Singh Jingwan Lu David I. Inouye Ajinkya Kale DiffM 34 7 0 28 Feb 2023
Modulating Pretrained Diffusion Models for Multimodal Image Synthesis Cusuh Ham James Hays Jingwan Lu Krishna Kumar Singh Zhifei Zhang Tobias Hinz DiffM 17 24 0 24 Feb 2023
Boundary Guided Learning-Free Semantic Control with Diffusion Models Ye Zhu Yuehua Wu Zhiwei Deng Olga Russakovsky Yan Yan DiffM 4 23 0 16 Feb 2023
MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation Omer Bar-Tal Lior Yariv Y. Lipman Tali Dekel 45 361 1 16 Feb 2023
PRedItOR: Text Guided Image Editing with Diffusion Prior Hareesh Ravi Sachin Kelkar Midhun Harikumar Ajinkya Kale DiffM 50 10 0 15 Feb 2023
Divide and Compose with Score Based Generative Models S. Ghimire Armand Comas Davin Hill A. Masoomi Octavia Camps Jennifer Dy DiffM 20 0 0 05 Feb 2023
MorDIFF: Recognition Vulnerability and Attack Detectability of Face Morphing Attacks Created by Diffusion Autoencoders Naser Damer Meiling Fang Patrick Siebke J. Kolf Marco Huber Fadi Boutros DiffM 13 38 0 03 Feb 2023
Neural Wavelet-domain Diffusion for 3D Shape Generation, Inversion, and Manipulation Jingyu Hu Ka-Hei Hui Zhengzhe Liu Ruihui Li Chi-Wing Fu DiffM 21 16 0 01 Feb 2023
DisDiff: Unsupervised Disentanglement of Diffusion Probabilistic Models Tao Yang Yuwang Wang Yan Lv Nanning Zh DiffM 14 22 0 31 Jan 2023
Emerging Synergies in Causality and Deep Generative Models: A Survey Guanglin Zhou Shaoan Xie Guang-Yuan Hao Shiming Chen Biwei Huang Xiwei Xu Chen Wang Liming Zhu Lina Yao Kun Zhang AI4CE 42 11 0 29 Jan 2023