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
Image Understanding Makes for A Good Tokenizer for Image Generation Luting Wang Yang Zhao Zijian Zhang Jiashi Feng Si Liu Bingyi Kang VLM 41 4 0 07 Nov 2024
Enhancing Weakly Supervised Semantic Segmentation for Fibrosis via Controllable Image Generation Zhiling Yue Yingying Fang Liutao Yang Nikhil Baid S. Walsh Guang Yang MedIm 44 0 0 05 Nov 2024
Disentangling Disentangled Representations: Towards Improved Latent Units via Diffusion Models Youngjun Jun Jiwoo Park Kyobin Choo Tae Eun Choi Seong Jae Hwang CoGe 41 0 0 31 Oct 2024
Human-Object Interaction Detection Collaborated with Large Relation-driven Diffusion Models Liulei Li Wenguan Wang Yuqing Yang 42 7 0 26 Oct 2024
Hierarchical Clustering for Conditional Diffusion in Image Generation Jorge da Silva Goncalves Laura Manduchi Moritz Vandenhirtz Julia E. Vogt DiffM 26 0 0 22 Oct 2024
Rethinking Visual Counterfactual Explanations Through Region Constraint Bartlomiej Sobieski Jakub Grzywaczewski Bartlomiej Sadlej Matthew Tivnan P. Biecek CML 43 0 0 16 Oct 2024
Feature-guided score diffusion for sampling conditional densities Zahra Kadkhodaie S. Mallat Eero P. Simoncelli DiffM 34 1 0 15 Oct 2024
Detecting Unforeseen Data Properties with Diffusion Autoencoder Embeddings using Spine MRI data Robert Graf Florian Hunecke Soeren Pohl Matan Atad Hendrik Moeller ... Thoralf Niendorf C. Schmidt Johannes C. Paetzold Daniel Rueckert Jan S. Kirschke MedIm 26 0 0 14 Oct 2024
DINTR: Tracking via Diffusion-based Interpolation Pha Nguyen Ngan Le J. Cothren Alper Yilmaz Khoa Luu DiffM 43 0 0 14 Oct 2024
DifFRelight: Diffusion-Based Facial Performance Relighting Mingming He Pascal Clausen Ahmet Levent Taşel Li Ma Oliver Pilarski ... Laszlo Rikker Xueming Yu Ryan Burgert Ning Yu P. Debevec 39 5 0 10 Oct 2024
LADIMO: Face Morph Generation through Biometric Template Inversion with Latent Diffusion Marcel Grimmer Christoph Busch 38 4 0 10 Oct 2024
Conditional Image Synthesis with Diffusion Models: A Survey Zheyuan Zhan Defang Chen Jian-Ping Mei Zhenghe Zhao Jiawei Chen Chun Chen Siwei Lyu Can Wang VLM 48 5 0 28 Sep 2024
CemiFace: Center-based Semi-hard Synthetic Face Generation for Face Recognition Zhonglin Sun Siyang Song Ioannis Patras Georgios Tzimiropoulos 31 4 0 27 Sep 2024
Perturb, Attend, Detect and Localize (PADL): Robust Proactive Image Defense Filippo Bartolucci I. Masi G. Lisanti AAML 32 1 0 26 Sep 2024
ImPoster: Text and Frequency Guidance for Subject Driven Action Personalization using Diffusion Models D. Kothandaraman Kuldeep Kulkarni Sumit Shekhar Balaji Vasan Srinivasan Dinesh Manocha DiffM 46 1 0 24 Sep 2024
MacDiff: Unified Skeleton Modeling with Masked Conditional Diffusion Lehong Wu Lilang Lin Jiahang Zhang Y. Ma Jiaying Liu DiffM 51 0 0 16 Sep 2024
Robust image representations with counterfactual contrastive learning Mélanie Roschewitz Fabio De Sousa Ribeiro Tian Xia G. Khara Ben Glocker OOD MedIm 49 2 0 16 Sep 2024
MFCLIP: Multi-modal Fine-grained CLIP for Generalizable Diffusion Face Forgery Detection Yaning Zhang Tianyi Wang Zitong Yu Zan Gao Linlin Shen Shengyong Chen DiffM 67 3 0 15 Sep 2024
Generating High Dimensional User-Specific Wireless Channels using Diffusion Models Taekyun Lee Juseong Park Hyeji Kim Jeffrey G. Andrews DiffM 29 4 0 05 Sep 2024
Enhancing User-Centric Privacy Protection: An Interactive Framework through Diffusion Models and Machine Unlearning Huaxi Huang Xin Yuan Qiyu Liao Dadong Wang Tongliang Liu DiffM 32 0 0 05 Sep 2024
Map-Assisted Remote-Sensing Image Compression at Extremely Low Bitrates Yixuan Ye Ce Wang Wanjie Sun Zhenzhong Chen DiffM 28 0 0 03 Sep 2024
Disentangled Diffusion Autoencoder for Harmonization of Multi-site Neuroimaging Data Ayodeji Ijishakin Ana Lawry Aguila Elizabeth Levitis Ahmed Abdulaal Andre Altmann James Cole DiffM MedIm 28 0 0 28 Aug 2024
Unsupervised Composable Representations for Audio Giovanni Bindi P. Esling DiffM OCL CoGe 29 0 0 19 Aug 2024
DC3DO: Diffusion Classifier for 3D Objects Nursena Koprucu Meher Shashwat Nigam Shicheng Xu Biruk Abere Gabriele Dominici Andrew Rodriguez Sharvaree Vadgam Berfin Inal Alberto Tono DiffM 30 0 0 13 Aug 2024
Music2Latent: Consistency Autoencoders for Latent Audio Compression Marco Pasini Stefan Lattner George Fazekas 24 6 0 12 Aug 2024
Counterfactual Explanations for Medical Image Classification and Regression using Diffusion Autoencoder Matan Atad D. Schinz Hendrik Moeller Robert Graf Benedikt Wiestler Daniel Rueckert Nassir Navab Jan S. Kirschke Matthias Keicher CML DiffM MedIm 42 3 0 02 Aug 2024
Combining audio control and style transfer using latent diffusion Andreas Maier Yuliya Burankova Anne Hartebrodt David B. Blumenthal DiffM 34 2 0 31 Jul 2024
Diffusion Models for Multi-Task Generative Modeling Changyou Chen Han Ding Bunyamin Sisman Yi Tian Xu Ouye Xie Benjamin Z. Yao Son Dinh Tran Belinda Zeng DiffM 45 4 0 24 Jul 2024
Normative Diffusion Autoencoders: Application to Amyotrophic Lateral Sclerosis Ayodeji Ijishakin Adamos Hadjivasiliou Ahmed Abdulaal Nina Montaña Brown Florence Townend E. Spinelli Massimo Fillipi F. Agosta James Cole Andrea Malaspina DiffM MedIm 21 0 0 19 Jul 2024
Isometric Representation Learning for Disentangled Latent Space of Diffusion Models Jaehoon Hahm Junho Lee Sunghyun Kim Joonseok Lee DiffM 33 7 0 16 Jul 2024
RAPiD-Seg: Range-Aware Pointwise Distance Distribution Networks for 3D LiDAR Segmentation Li Li Hubert P. H. Shum T. Breckon 3DPC 52 7 0 14 Jul 2024
Few-Shot Image Generation by Conditional Relaxing Diffusion Inversion Yu Cao Shaogang Gong DiffM 46 2 0 09 Jul 2024
DisCo-Diff: Enhancing Continuous Diffusion Models with Discrete Latents Yilun Xu Gabriele Corso Tommi Jaakkola Arash Vahdat Karsten Kreis 39 12 0 03 Jul 2024
Diffusion Models and Representation Learning: A Survey Michael Fuest Pingchuan Ma Ming Gui Johannes S. Fischer Vincent Tao Hu Bjorn Ommer DiffM 36 20 0 30 Jun 2024
Compositional Image Decomposition with Diffusion Models Jocelin Su Nan Liu Yanbo Wang Joshua B. Tenenbaum Yilun Du CoGe 47 6 0 27 Jun 2024
Unified Auto-Encoding with Masked Diffusion Philippe Hansen-Estruch S. Vishwanath Amy Zhang Manan Tomar DiffM 63 1 0 25 Jun 2024
Diff3Dformer: Leveraging Slice Sequence Diffusion for Enhanced 3D CT Classification with Transformer Networks Zihao Jin Yingying Fang Jiahao Huang Caiwen Xu Simon Walsh Guang Yang MedIm 78 0 0 24 Jun 2024
DiffExplainer: Unveiling Black Box Models Via Counterfactual Generation Yingying Fang Shuang Wu Zihao Jin Caiwen Xu Shiyi Wang Simon Walsh Guang Yang MedIm 42 4 0 21 Jun 2024
Unsupervised Contrastive Analysis for Salient Pattern Detection using Conditional Diffusion Models Cristiano Patrício C. Barbano A. Fiandrotti Riccardo Renzulli Marco Grangetto Luís F. Teixeira João C. Neves DiffM MedIm 26 0 0 02 Jun 2024
Kaleido Diffusion: Improving Conditional Diffusion Models with Autoregressive Latent Modeling Jiatao Gu Ying Shen Shuangfei Zhai Yizhe Zhang Navdeep Jaitly J. Susskind 57 9 0 31 May 2024
Fast Samplers for Inverse Problems in Iterative Refinement Models Kushagra Pandey Ruihan Yang Stephan Mandt DiffM 52 3 0 27 May 2024
Diffusion Bridge AutoEncoders for Unsupervised Representation Learning Yeongmin Kim Kwanghyeon Lee Minsang Park Byeonghu Na Il-Chul Moon DiffM 44 2 0 27 May 2024
ParamReL: Learning Parameter Space Representation via Progressively Encoding Bayesian Flow Networks Zhangkai Wu Xuhui Fan Jin Li Zhilin Zhao Hui Chen LongBing Cao 52 2 0 24 May 2024
Decoding Decision Reasoning: A Counterfactual-Powered Model for Knowledge Discovery Yingying Fang Zihao Jin Xiaodan Xing Simon Walsh Guang Yang MedIm 34 1 0 23 May 2024
AdjointDEIS: Efficient Gradients for Diffusion Models Zander W. Blasingame Chen Liu DiffM 51 2 0 23 May 2024
Customize Your Own Paired Data via Few-shot Way Jinshu Chen Bingchuan Li Miao Hua Panpan Xu Qian He DiffM 42 0 0 21 May 2024
Expensive Multi-Objective Bayesian Optimization Based on Diffusion Models Bingdong Li Zixiang Di Yongfan Lu Hong Qian Feng Wang Peng Yang Ke Tang Aimin Zhou DiffM 26 1 0 14 May 2024
Semantic Contextualization of Face Forgery: A New Definition, Dataset, and Detection Method Mian Zou Baosheng Yu Yibing Zhan Siwei Lyu Kede Ma CVBM 56 3 0 14 May 2024
FRRffusion: Unveiling Authenticity with Diffusion-Based Face Retouching Reversal Fengchuang Xing Xiao-Wen Shi Yuan-Gen Wang Chunsheng Yang DiffM 34 0 0 13 May 2024
Synthetic Face Datasets Generation via Latent Space Exploration from Brownian Identity Diffusion David Geissbühler Hatef Otroshi-Shahreza S´ebastien Marcel DiffM 31 6 0 30 Apr 2024