Diffusion Autoencoders: Toward a Meaningful and Decodable Representation

30 November 2021

Konpat Preechakul

Nattanat Chatthee

Suttisak Wizadwongsa

Supasorn Suwajanakorn

SyDa

DiffM

ArXiv PDF HTML

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

50 / 301 papers shown

Title
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 30 10 0 11 Jun 2023
On the Design Fundamentals of Diffusion Models: A Survey Ziyi Chang G. Koulieris Hubert P. H. Shum DiffM 29 54 0 07 Jun 2023
Interpretable Alzheimer's Disease Classification Via a Contrastive Diffusion Autoencoder Ayodeji Ijishakin A. Abdulaal Adamos Hadjivasiliou Sophie Martin James H. Cole DiffM MedIm 35 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 33 24 0 05 Jun 2023
Conditional Generation from Unconditional Diffusion Models using Denoiser Representations Alexandros Graikos Srikar Yellapragada Dimitris Samaras DiffM AI4CE 23 4 0 02 Jun 2023
Diffusion Self-Guidance for Controllable Image Generation Dave Epstein Allan Jabri Ben Poole Alexei A. Efros Aleksander Holynski 27 244 0 01 Jun 2023
Conditioning Diffusion Models via Attributes and Semantic Masks for Face Generation Nico Giambi G. Lisanti DiffM 21 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 41 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 34 27 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 29 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 26 38 0 23 May 2023
DiffProtect: Generate Adversarial Examples with Diffusion Models for Facial Privacy Protection Jiang-Long Liu Chun Pong Lau Ramalingam Chellappa DiffM 34 31 0 23 May 2023
Guided Motion Diffusion for Controllable Human Motion Synthesis Korrawe Karunratanakul Konpat Preechakul Supasorn Suwajanakorn Siyu Tang DiffM 34 123 0 21 May 2023
SlotDiffusion: Object-Centric Generative Modeling with Diffusion Models Ziyi Wu Jingyu Hu Wuyue Lu Igor Gilitschenski Animesh Garg DiffM OCL 36 45 0 18 May 2023
Unlearnable Examples Give a False Sense of Security: Piercing through Unexploitable Data with Learnable Examples Wanzhu Jiang Yunfeng Diao He Wang Jianxin Sun Hao Wu Richang Hong 42 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 33 30 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 24 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 37 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 20 0 0 24 Apr 2023
Hierarchical Diffusion Autoencoders and Disentangled Image Manipulation Zeyu Lu Chengyue Wu Xinyuan Chen Yaohui Wang Junlin Wu Yu Qiao Xihui Liu DiffM 29 16 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 32 225 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 109 1,016 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 Haoran Wang Xuhui Jia DiffM 37 7 0 14 Apr 2023
DCFace: Synthetic Face Generation with Dual Condition Diffusion Model Minchul Kim Feng Liu Anil Jain Xiaoming Liu DiffM 35 111 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 56 146 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 38 64 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 38 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 79 29 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 24 17 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 34 15 0 31 Mar 2023
Diffusion Action Segmentation Dao-jun Liu Qiyue Li A. Dinh Ting Jiang Mubarak Shah Chan Xu VGen DiffM 21 68 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 37 50 0 30 Mar 2023
4D Facial Expression Diffusion Model K. Zou S. Faisan Boyang Yu S. Valette Hyewon Seo 32 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 27 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 30 165 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 8 4 0 21 Mar 2023
Pluralistic Aging Diffusion Autoencoder Peipei Li Rui Wang Huaibo Huang Ran He Zhaofeng He DiffM 25 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 25 39 0 20 Mar 2023
Object-Centric Slot Diffusion Jindong Jiang Fei Deng Gautam Singh S. Ahn DiffM BDL OCL 25 57 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 29 29 0 18 Mar 2023
Denoising Diffusion Autoencoders are Unified Self-supervised Learners Weilai Xiang Hongyu Yang Di Huang Yunhong Wang DiffM 30 71 0 17 Mar 2023
Aerial Diffusion: Text Guided Ground-to-Aerial View Translation from a Single Image using Diffusion Models D. Kothandaraman Dinesh Manocha 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 21 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 25 23 0 16 Feb 2023
MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation Omer Bar-Tal Lior Yariv Y. Lipman Tali Dekel 45 365 1 16 Feb 2023
PRedItOR: Text Guided Image Editing with Diffusion Prior Hareesh Ravi Sachin Kelkar Midhun Harikumar Ajinkya Kale DiffM 60 10 0 15 Feb 2023
Divide and Compose with Score Based Generative Models S. Ghimire Armand Comas Davin Hill A. Masoomi Mario Sznaier Jennifer Dy DiffM 27 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 25 38 0 03 Feb 2023