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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FlashSpeech: Efficient Zero-Shot Speech Synthesis Zhen Ye Zeqian Ju Haohe Liu Xu Tan Jianyi Chen ... Weizhen Bian Shulin He Qi-fei Liu Yi-Ting Guo Wei Xue 38 16 0 23 Apr 2024
Enforcing Conditional Independence for Fair Representation Learning and Causal Image Generation Jensen Hwa Qingyu Zhao Aditya Lahiri Adnan Masood Babak Salimi Ehsan Adeli OOD CML 22 2 0 21 Apr 2024
Global Counterfactual Directions Bartlomiej Sobieski P. Biecek DiffM 56 5 0 18 Apr 2024
S3Editor: A Sparse Semantic-Disentangled Self-Training Framework for Face Video Editing Guangzhi Wang Tianyi Chen Kamran Ghasedi HsiangTao Wu Tianyu Ding Chris Nuesmeyer Ilya Zharkov Mohan S. Kankanhalli Luming Liang 18 1 0 11 Apr 2024
Greedy-DiM: Greedy Algorithms for Unreasonably Effective Face Morphs Zander Blasingame Chen Liu 19 6 0 09 Apr 2024
Multiway Point Cloud Mosaicking with Diffusion and Global Optimization Shengze Jin Iro Armeni Marc Pollefeys Dániel Baráth 26 7 0 30 Mar 2024
U-VAP: User-specified Visual Appearance Personalization via Decoupled Self Augmentation You Wu Kean Liu Xiaoyue Mi Fan Tang Juan Cao Jintao Li DiffM 27 4 0 29 Mar 2024
Deepfake Generation and Detection: A Benchmark and Survey Gan Pei Jiangning Zhang Menghan Hu Zhenyu Zhang Chengjie Wang Yunsheng Wu Guangtao Zhai Jian Yang Chunhua Shen Dacheng Tao 38 25 0 26 Mar 2024
DiffusionAct: Controllable Diffusion Autoencoder for One-shot Face Reenactment Stella Bounareli Christos Tzelepis Vasileios Argyriou Ioannis Patras Georgios Tzimiropoulos DiffM 41 7 0 25 Mar 2024
S2DM: Sector-Shaped Diffusion Models for Video Generation Haoran Lang Yuxuan Ge Zheng Tian DiffM VGen 29 0 0 20 Mar 2024
WaveFace: Authentic Face Restoration with Efficient Frequency Recovery Yunqi Miao Jiankang Deng Jungong Han DiffM 16 7 0 19 Mar 2024
StereoDiffusion: Training-Free Stereo Image Generation Using Latent Diffusion Models Lezhong Wang J. Frisvad Mark Bo Jensen Siavash Bigdeli DiffM 27 10 0 08 Mar 2024
Neural Additive Image Model: Interpretation through Interpolation Arik Reuter Anton Thielmann Benjamin Saefken DiffM 22 1 0 06 Mar 2024
Disentangling representations of retinal images with generative models Sarah Muller Lisa M. Koch Hendrik P. A. Lensch Philipp Berens MedIm 32 2 0 29 Feb 2024
Unified Generation, Reconstruction, and Representation: Generalized Diffusion with Adaptive Latent Encoding-Decoding Guangyi Liu Yu Wang Zeyu Feng Qiyu Wu Liping Tang ... Shuguang Cui Julian McAuley Zichao Yang Eric P. Xing Zhiting Hu DiffM 62 3 0 29 Feb 2024
Label-Noise Robust Diffusion Models Byeonghu Na Yeongmin Kim Heesun Bae Jung Hyun Lee Seho Kwon Wanmo Kang Il-Chul Moon NoLa DiffM 50 8 0 27 Feb 2024
One-Shot Structure-Aware Stylized Image Synthesis Hansam Cho Jonghyun Lee Seunggyu Chang Yonghyun Jeong DiffM 36 6 0 27 Feb 2024
Diffusion Model-Based Image Editing: A Survey Yi Huang Jiancheng Huang Yifan Liu Mingfu Yan Jiaxi Lv Jianzhuang Liu Wei Xiong He Zhang Liangliang Cao Liangliang Cao EGVM 66 84 0 27 Feb 2024
DiffPoint: Single and Multi-view Point Cloud Reconstruction with ViT Based Diffusion Model Yu Feng Xing Shi Mengli Cheng Yun Xiong 14 0 0 17 Feb 2024
Diffusion Model with Cross Attention as an Inductive Bias for Disentanglement Tao Yang Cuiling Lan Yan Lu Nanning Zheng DiffM 20 6 0 15 Feb 2024
Semi-Supervised Diffusion Model for Brain Age Prediction Ayodeji Ijishakin Sophie Martin Florence Townend F. Agosta E. Spinelli ... Paride Schito Y. Falzone Massimo Filippi James H. Cole Andrea Malaspina DiffM MedIm 14 3 0 14 Feb 2024
DiscDiff: Latent Diffusion Model for DNA Sequence Generation Zehui Li Yuhao Ni W. Beardall Guoxuan Xia Akashaditya Das Guy-Bart Stan Yiren Zhao 11 6 0 08 Feb 2024
Closed-Loop Unsupervised Representation Disentanglement with $β$ -VAE Distillation and Diffusion Probabilistic Feedback Xin Jin Bo Li Baao Xie Wenyao Zhang Jinming Liu Ziqiang Li Tao Yang Wenjun Zeng DRL DiffM CoGe 27 7 0 04 Feb 2024
GenFace: A Large-Scale Fine-Grained Face Forgery Benchmark and Cross Appearance-Edge Learning Yaning Zhang Zitong Yu Xiaobin Huang Linlin Shen Jianfeng Ren 16 5 0 03 Feb 2024
Spiking Music: Audio Compression with Event Based Auto-encoders Martim Lisboa Guillaume Bellec 27 2 0 02 Feb 2024
UniHDA: A Unified and Versatile Framework for Multi-Modal Hybrid Domain Adaptation Hengjia Li Yang Liu Yuqi Lin Zhanwei Zhang Yibo Zhao ... Tu Zheng Zheng Yang Yuchun Jiang Boxi Wu Deng Cai DiffM 24 0 0 23 Jan 2024
DITTO: Diffusion Inference-Time T-Optimization for Music Generation Zachary Novack Julian McAuley Taylor Berg-Kirkpatrick Nicholas J. Bryan DiffM 24 32 0 22 Jan 2024
Exploring Diffusion Time-steps for Unsupervised Representation Learning Zhongqi Yue Jiankun Wang Qianru Sun Lei Ji E. Chang Hanwang Zhang DiffM 32 21 0 21 Jan 2024
UltrAvatar: A Realistic Animatable 3D Avatar Diffusion Model with Authenticity Guided Textures Mingyuan Zhou Rakib Hyder Ziwei Xuan Guojun Qi 17 6 0 20 Jan 2024
Denoising Diffusion Variational Inference: Diffusion Models as Expressive Variational Posteriors Wasu Top Piriyakulkij Yingheng Wang Volodymyr Kuleshov DiffM 30 1 0 05 Jan 2024
Improving Diffusion-Based Image Synthesis with Context Prediction Ling Yang Jingwei Liu Shenda Hong Zhilong Zhang Zhilin Huang Zheming Cai Wentao Zhang Bin Cui DiffM 38 33 0 04 Jan 2024
High-Fidelity Diffusion-based Image Editing Chen Hou Guoqiang Wei Zhibo Chen DiffM 23 3 0 25 Dec 2023
Diffusion-EXR: Controllable Review Generation for Explainable Recommendation via Diffusion Models Ling Li Shaohua Li Winda Marantika Alex C. Kot Huijing Zhan 8 1 0 24 Dec 2023
Diffusion Models With Learned Adaptive Noise S. Sahoo Aaron Gokaslan Christopher De Sa Volodymyr Kuleshov DiffM 26 8 0 20 Dec 2023
Optimizing Diffusion Noise Can Serve As Universal Motion Priors Korrawe Karunratanakul Konpat Preechakul Emre Aksan Thabo Beeler Supasorn Suwajanakorn Siyu Tang DiffM 19 37 0 19 Dec 2023
DiffusionLight: Light Probes for Free by Painting a Chrome Ball Pakkapon Phongthawee Worameth Chinchuthakun Nontaphat Sinsunthithet Amit Raj Varun Jampani Pramook Khungurn Supasorn Suwajanakorn DiffM 19 23 0 14 Dec 2023
Motion Flow Matching for Human Motion Synthesis and Editing Vincent Tao Hu Wenzhe Yin Pingchuan Ma Yunlu Chen Basura Fernando Yuki M. Asano E. Gavves Pascal Mettes Bjorn Ommer Cees G. M. Snoek DiffM 30 19 0 14 Dec 2023
Boosting Latent Diffusion with Flow Matching Johannes S. Fischer Ming Gui Pingchuan Ma Nick Stracke S. A. Baumann Bjorn Ommer 22 20 0 12 Dec 2023
PortraitBooth: A Versatile Portrait Model for Fast Identity-preserved Personalization Xu Peng Junwei Zhu Boyuan Jiang Ying Tai Donghao Luo Jiangning Zhang Wei Lin Taisong Jin Chengjie Wang Rongrong Ji DiffM 27 54 0 11 Dec 2023
Compensation Sampling for Improved Convergence in Diffusion Models Hui Lu A. A. Salah Ronald Poppe 24 1 0 11 Dec 2023
DisControlFace: Disentangled Control for Personalized Facial Image Editing Haozhe Jia Yan Li Hengfei Cui Di Xu Changpeng Yang Yuwang Wang Tao Yu DiffM 25 1 0 11 Dec 2023
CMMD: Contrastive Multi-Modal Diffusion for Video-Audio Conditional Modeling Ruihan Yang H. Gamper Sebastian Braun DiffM 22 5 0 08 Dec 2023
RS-Corrector: Correcting the Racial Stereotypes in Latent Diffusion Models Yue Jiang Yueming Lyu Tianxiang Ma Bo Peng Jing Dong 43 3 0 08 Dec 2023
Molecule Joint Auto-Encoding: Trajectory Pretraining with 2D and 3D Diffusion Weitao Du Jiujiu Chen Xuecang Zhang Zhiming Ma Shengchao Liu DiffM 25 9 0 06 Dec 2023
Latent Feature-Guided Diffusion Models for Shadow Removal Kangfu Mei Luis Figueroa Zhe-nan Lin Zhihong Ding Scott D. Cohen Vishal M. Patel DiffM 24 18 0 04 Dec 2023
Portrait Diffusion: Training-free Face Stylization with Chain-of-Painting Jin Liu Huaibo Huang Chao Jin Ran He DiffM 100 9 0 03 Dec 2023
SODA: Bottleneck Diffusion Models for Representation Learning Drew A. Hudson Daniel Zoran Mateusz Malinowski Andrew Kyle Lampinen Andrew Jaegle James L. McClelland Loic Matthey Felix Hill Alexander Lerchner DiffM 11 45 0 29 Nov 2023
Talking Head(?) Anime from a Single Image 4: Improved Model and Its Distillation Pramook Khungurn 27 4 0 29 Nov 2023
MagDiff: Multi-Alignment Diffusion for High-Fidelity Video Generation and Editing Haoyu Zhao Tianyi Lu Jiaxi Gu Xing Zhang Qingping Zheng Zuxuan Wu Hang Xu Yu-Gang Jiang VGen DiffM 27 10 0 29 Nov 2023
Self-Discovering Interpretable Diffusion Latent Directions for Responsible Text-to-Image Generation Hang Li Chengzhi Shen Philip H. S. Torr Volker Tresp Jindong Gu 24 30 0 28 Nov 2023