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
Discovering Concept Directions from Diffusion-based Counterfactuals via Latent Clustering Payal Varshney Adriano Lucieri Christoph Balada Andreas Dengel Sheraz Ahmed DiffM 23 0 0 11 May 2025
Automated Learning of Semantic Embedding Representations for Diffusion Models Limai Jiang Yunpeng Cai DiffM 23 0 0 09 May 2025
Prompt to Polyp: Medical Text-Conditioned Image Synthesis with Diffusion Models Mikhail Chaichuk Sushant Gautam Steven A. Hicks Elena Tutubalina DiffM MedIm 45 0 0 08 May 2025
ALMA: Aggregated Lipschitz Maximization Attack on Auto-encoders Chethan Krishnamurthy Ramanaik Arjun Roy Eirini Ntoutsi AAML 20 0 0 06 May 2025
No Other Representation Component Is Needed: Diffusion Transformers Can Provide Representation Guidance by Themselves D. Jiang Mengmeng Wang Liuzhuozheng Li Lei Zhang Haoyu Wang Wei Wei Guang Dai Yanning Zhang Jingdong Wang DiffM 44 0 0 05 May 2025
Distilling Two-Timed Flow Models by Separately Matching Initial and Terminal Velocities Pramook Khungurn Pratch Piyawongwisal Sira Sriswadi Supasorn Suwajanakorn 25 0 0 02 May 2025
Revisiting Diffusion Autoencoder Training for Image Reconstruction Quality Pramook Khungurn Sukit Seripanitkarn Phonphrm Thawatdamrongkit Supasorn Suwajanakorn DiffM 68 0 0 30 Apr 2025
Image Interpolation with Score-based Riemannian Metrics of Diffusion Models Shinnosuke Saito Takashi Matsubara DiffM 82 1 0 28 Apr 2025
Unifying Image Counterfactuals and Feature Attributions with Latent-Space Adversarial Attacks Jeremy Goldwasser Giles Hooker AAML 24 0 0 21 Apr 2025
Generalized Visual Relation Detection with Diffusion Models Kaifeng Gao Siqi Chen Hanwang Zhang Jun Xiao Yueting Zhuang Qianru Sun 30 0 0 16 Apr 2025
SemDiff: Generating Natural Unrestricted Adversarial Examples via Semantic Attributes Optimization in Diffusion Models Zeyu Dai Shengcai Liu Rui He Jiahao Wu Ning Lu Wenqi Fan Qing Li Ke Tang DiffM AAML 38 0 0 16 Apr 2025
Uni4D: A Unified Self-Supervised Learning Framework for Point Cloud Videos Zhi Zuo Chenyi Zhuang Zhiqiang Shen Pan Gao Jie Qin 3DPC 27 0 0 07 Apr 2025
Learning Natural Language Constraints for Safe Reinforcement Learning of Language Agents Jaymari Chua Chen Wang Lina Yao ALM 45 1 0 04 Apr 2025
A Survey on Music Generation from Single-Modal, Cross-Modal, and Multi-Modal Perspectives Shuyu Li Shulei Ji Zihao W. Wang Songruoyao Wu Jiaxing Yu K. Zhang MGen VGen 63 1 0 01 Apr 2025
MuseFace: Text-driven Face Editing via Diffusion-based Mask Generation Approach Xin Zhang Siting Huang Xiangyang Luo Yifan Xie Weijiang Yu Heng Chang Fei Ma Fei Richard Yu DiffM 33 0 0 31 Mar 2025
Patronus: Bringing Transparency to Diffusion Models with Prototypes Nina Weng Aasa Feragen Siavash Bigdeli DiffM 39 0 0 28 Mar 2025
Diffusion Counterfactuals for Image Regressors Trung Duc Ha Sidney Bender DiffM 82 0 0 26 Mar 2025
Generating, Fast and Slow: Scalable Parallel Video Generation with Video Interface Networks Bhishma Dedhia David Bourgin Krishna Kumar Singh Yuheng Li Yan Kang Zhan Xu N. Jha Y. Liu DiffM VGen 72 0 0 21 Mar 2025
Temporal Score Analysis for Understanding and Correcting Diffusion Artifacts Yu Cao Zengqun Zhao Ioannis Patras Shaogang Gong DiffM 48 0 0 20 Mar 2025
Flow to the Mode: Mode-Seeking Diffusion Autoencoders for State-of-the-Art Image Tokenization Kyle Sargent Kyle Hsu Justin Johnson L. Fei-Fei Jiajun Wu DiffM MU 53 2 0 14 Mar 2025
Enhancing Facial Privacy Protection via Weakening Diffusion Purification Ali Salar Qing Liu Yingli Tian Guoying Zhao DiffM 41 0 0 13 Mar 2025
REGEN: Learning Compact Video Embedding with (Re-)Generative Decoder Yitian Zhang Long Mai Aniruddha Mahapatra David Bourgin Yicong Hong Jonah Casebeer Feng Liu Y. Fu DiffM VGen 45 0 0 11 Mar 2025
Identity Preserving Latent Diffusion for Brain Aging Modeling Gexin Huang Zhangsihao Yang Yalin Wang Guido Gerig Mengwei Ren Xiaoxiao Li MedIm DiffM 72 0 0 11 Mar 2025
"Principal Components" Enable A New Language of Images Xin Wen Bingchen Zhao Ismail Elezi Jiankang Deng Xiaojuan Qi 59 0 0 11 Mar 2025
DropletVideo: A Dataset and Approach to Explore Integral Spatio-Temporal Consistent Video Generation Runze Zhang Guoguang Du Xiaochuan Li Qi Jia Liang Jin ... Zhenhua Guo Yaqian Zhao Xiaoli Gong Rengang Li Baoyu Fan VGen 70 0 0 08 Mar 2025
High-Fidelity Relightable Monocular Portrait Animation with Lighting-Controllable Video Diffusion Model Mingtao Guo Guanyu Xing Yanli Liu DiffM VGen 57 0 0 27 Feb 2025
InstaFace: Identity-Preserving Facial Editing with Single Image Inference MD Wahiduzzaman Khan Mingshan Jia Shaolin Zhang En Yu Caifeng Shan Kaska Musial-Gabrys DiffM 52 0 0 27 Feb 2025
Hierarchical Semantic Compression for Consistent Image Semantic Restoration Shengxi Li Zifu Zhang Mai Xu Lai Jiang Yufan Liu Ce Zhu DiffM 38 0 0 24 Feb 2025
FaceSwapGuard: Safeguarding Facial Privacy from DeepFake Threats through Identity Obfuscation Li Wang Zheng Li X. Zhang Shouling Ji Shanqing Guo PICV AAML 56 1 0 15 Feb 2025
DiffEx: Explaining a Classifier with Diffusion Models to Identify Microscopic Cellular Variations Anis Bourou Saranga Kingkor Mahanta Thomas Boyer Valérie Mezger Auguste Genovesio MedIm 55 0 0 12 Feb 2025
Understanding Representation Dynamics of Diffusion Models via Low-Dimensional Modeling Xiao Li Zekai Zhang Xiang Li Siyi Chen Zhihui Zhu Peng Wang Qing Qu DiffM 43 0 0 09 Feb 2025
Motion Diffusion Autoencoders: Enabling Attribute Manipulation in Human Motion Demonstrated on Karate Techniques Anthony Mendil Felix Putze 52 0 0 30 Jan 2025
MADation: Face Morphing Attack Detection with Foundation Models Eduarda Caldeira Guray Ozgur Tahar Chettaoui Marija Ivanovska Peter Peer Fadi Boutros Vitomir Štruc Naser Damer CVBM 36 0 1 28 Jan 2025
Graph Representation Learning with Diffusion Generative Models Daniel Wesego DiffM 36 0 0 22 Jan 2025
Mitigating analytical variability in fMRI results with style transfer Elodie Germani Elisa Fromont Camille Maumet DiffM MedIm 58 2 0 20 Jan 2025
Comparison of Autoencoders for tokenization of ASL datasets Vouk Praun-Petrovic Aadhvika Koundinya Lavanya Prahallad DiffM 37 0 0 12 Jan 2025
MagicFace: High-Fidelity Facial Expression Editing with Action-Unit Control Mengting Wei Tuomas Varanka Xingxun Jiang Huai-Qian Khor Guoying Zhao DiffM 39 0 0 10 Jan 2025
Inflationary Flows: Calibrated Bayesian Inference with Diffusion-Based Models Daniela de Albuquerque John Pearson DiffM 51 0 0 03 Jan 2025
StyleAutoEncoder for manipulating image attributes using pre-trained StyleGAN Andrzej Bedychaj Jacek Tabor Marek Śmieja GAN 42 0 0 31 Dec 2024
JADE: Joint-aware Latent Diffusion for 3D Human Generative Modeling Haorui Ji Rong Wang Taojun Lin Hongdong Li 3DH 35 1 0 31 Dec 2024
Constructing Fair Latent Space for Intersection of Fairness and Explainability Hyungjun Joo Hyeonggeun Han Sehwan Kim Sangwoo Hong Jungwoo Lee 32 0 0 23 Dec 2024
Unsupervised Region-Based Image Editing of Denoising Diffusion Models Z. Li Yue Song R. Tao Xiaohong Jia Yao Zhao Wei Wang DiffM 78 0 0 17 Dec 2024
OccScene: Semantic Occupancy-based Cross-task Mutual Learning for 3D Scene Generation Bohan Li Xin Jin J. Wang Yukai Shi Yasheng Sun ... Zhuang Ma Baao Xie Chao Ma Xiaokang Yang Wenjun Zeng DiffM 101 0 0 15 Dec 2024
Video Anomaly Detection with Motion and Appearance Guided Patch Diffusion Model Hang Zhou Jiale Cai Yuteng Ye Yonghui Feng Chenxing Gao Junqing Yu Zikai Song Wei Yang DiffM VGen 67 1 0 12 Dec 2024
Structure-Aware Stylized Image Synthesis for Robust Medical Image Segmentation Jie Bao Zhixin Zhou Wen Jung Li Rui Luo MedIm 59 0 0 05 Dec 2024
Diffusion Autoencoders for Few-shot Image Generation in Hyperbolic Space Lingxiao Li Kaixuan Fan Boqing Gong Xiangyu Yue DiffM 63 0 0 27 Nov 2024
BeautyBank: Encoding Facial Makeup in Latent Space Qianwen Lu Xingchao Yang Takafumi Taketomi DiffM 28 0 0 18 Nov 2024
Image Understanding Makes for A Good Tokenizer for Image Generation Luting Wang Yang Zhao Zijian Zhang Jiashi Feng Si Liu Bingyi Kang VLM 21 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 29 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 33 0 0 31 Oct 2024