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Diffusion Models already have a Semantic Latent Space

International Conference on Learning Representations (ICLR), 2022

20 October 2022

Papers citing "Diffusion Models already have a Semantic Latent Space"

50 / 225 papers shown

Title
Aligning Diffusion Models with Noise-Conditioned Perception Alexander Gambashidze Anton Kulikov Yuriy Sosnin Ilya Makarov 242 10 0 25 Jun 2024
Interpreting the Weight Space of Customized Diffusion Models Amil Dravid Yossi Gandelsman Kuan-Chieh Wang Rameen Abdal Gordon Wetzstein Alexei A. Efros Kfir Aberman 350 18 0 13 Jun 2024
Applications of Explainable artificial intelligence in Earth system science Feini Huang Shijie Jiang Lu Li Yongkun Zhang Ye Zhang Ruqing Zhang Qingliang Li Danxi Li Wei Shangguan Yongjiu Dai 171 3 0 12 Jun 2024
Eye-for-an-eye: Appearance Transfer with Semantic Correspondence in Diffusion Models Sooyeon Go Kyungmook Choi Minjung Shin Youngjung Uh DiffM 262 7 0 11 Jun 2024
DiffInject: Revisiting Debias via Synthetic Data Generation using Diffusion-based Style Injection Donggeun Ko Sangwoo Jo Dongjun Lee Namjun Park Jaekwang Kim 165 1 0 10 Jun 2024
DiffusionPID: Interpreting Diffusion via Partial Information DecompositionNeural Information Processing Systems (NeurIPS), 2024 Shaurya Dewan Rushikesh Zawar Prakanshul Saxena Yingshan Chang Andrew F. Luo Yonatan Bisk DiffM 325 8 0 07 Jun 2024
Varying Manifolds in Diffusion: From Time-varying Geometries to Visual Saliency Junhao Chen Manyi Li Zherong Pan Xifeng Gao Changhe Tu DiffM 246 2 0 07 Jun 2024
Understanding the Limitations of Diffusion Concept Algebra Through Food E. Z. Zeng Yuhao Chen Alexander Wong 269 0 0 05 Jun 2024
Plug-and-Play Diffusion Distillation Yi-Ting Hsiao Siavash Khodadadeh Kevin Duarte Wei-An Lin Hui Qu Mingi Kwon Ratheesh Kalarot 265 13 0 04 Jun 2024
Learning Discrete Concepts in Latent Hierarchical Models Lingjing Kong Guan-Hong Chen Erdun Gao Eric P. Xing Yuejie Chi Kun Zhang 328 12 0 01 Jun 2024
Unified Editing of Panorama, 3D Scenes, and Videos Through Disentangled Self-Attention Injection Gihyun Kwon Jangho Park Jong Chul Ye VGen DiffM 283 1 0 27 May 2024
ExactDreamer: High-Fidelity Text-to-3D Content Creation via Exact Score Matching Yumin Zhang Xingyu Miao Haoran Duan Bo Wei Tejal Shah Yang Long R. Ranjan 161 3 0 24 May 2024
On the Trajectory Regularity of ODE-based Diffusion SamplingInternational Conference on Machine Learning (ICML), 2024 Defang Chen Zhenyu Zhou Can Wang Chunhua Shen Siwei Lyu 178 32 0 18 May 2024
Exploring Text-Guided Single Image Editing for Remote Sensing ImagesIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE JSTARS), 2024 Fangzhou Han Hui Xiong Zhizhuo Jiang Hongwei Dong Lamei Zhang Yu Liu Hao Chen Bo Du DiffM 368 2 0 09 May 2024
Simple Drop-in LoRA Conditioning on Attention Layers Will Improve Your Diffusion Model Joo Young Choi Jaesung R. Park Inkyu Park Jaewoong Cho Albert No Ernest K. Ryu AI4CE 249 7 0 07 May 2024
TexSliders: Diffusion-Based Texture Editing in CLIP Space Julia Guerrero-Viu Milos Hasan Arthur Roullier Midhun Harikumar Yiwei Hu Paul Guerrero Diego F. F. Gutierrez B. Masiá Valentin Deschaintre DiffM 188 24 0 01 May 2024
Fake Artificial Intelligence Generated Contents (FAIGC): A Survey of Theories, Detection Methods, and Opportunities Xiaomin Yu Yezhaohui Wang Yanfang Chen Zhen Tao Dinghao Xi Shichao Song Pengnian Qi Zhiyu Li 281 17 0 25 Apr 2024
Global Counterfactual Directions Bartlomiej Sobieski P. Biecek DiffM 441 9 0 18 Apr 2024
Explainable Generative AI (GenXAI): A Survey, Conceptualization, and Research Agenda Johannes Schneider 218 71 0 15 Apr 2024
Fine color guidance in diffusion models and its application to image compression at extremely low bitrates Tom Bordin Thomas Maugey DiffM 164 1 0 10 Apr 2024
Fashion Style Editing with Generative Human Prior Chaerin Kong Seungyong Lee Soohyeok Im Wonsuk Yang 255 0 0 02 Apr 2024
Uncovering the Text Embedding in Text-to-Image Diffusion Models Huikang Yu Hao Luo Fan Wang Feng Zhao 133 12 0 01 Apr 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 161 7 0 29 Mar 2024
GANTASTIC: GAN-based Transfer of Interpretable Directions for Disentangled Image Editing in Text-to-Image Diffusion Models Yusuf Dalva Hidir Yesiltepe Pinar Yanardag DiffM 190 4 0 28 Mar 2024
DreamSalon: A Staged Diffusion Framework for Preserving Identity-Context in Editable Face Generation Haonan Lin Mengmeng Wang Yan Chen Wenbin An Yuzhe Yao Guang Dai Qianying Wang Yong-Jin Liu Jingdong Wang DiffM 153 7 0 28 Mar 2024
Continuous, Subject-Specific Attribute Control in T2I Models by Identifying Semantic Directions S. A. Baumann Felix Krause Michael Neumayr Nick Stracke Vincent Tao Hu Bjorn Ommer Björn Ommer DiffM LM&Ro 277 25 0 25 Mar 2024
LASPA: Latent Spatial Alignment for Fast Training-free Single Image Editing Yazeed Alharbi Peter Wonka DiffM 164 0 0 19 Mar 2024
An Analysis of Human Alignment of Latent Diffusion Models Lorenz Linhardt Marco Morik Sidney Bender Naima Elosegui Borras DiffM 190 4 0 13 Mar 2024
MACE: Mass Concept Erasure in Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2024 Shilin Lu Zilan Wang Leyang Li Yanzhu Liu A. Kong DiffM 224 199 0 10 Mar 2024
Discriminative Probing and Tuning for Text-to-Image Generation Leigang Qu Wenjie Wang Chak Tou Leong Hanwang Zhang Liqiang Nie Tat-Seng Chua 285 12 0 07 Mar 2024
Unlocking Dataset Distillation with Diffusion Models Brian B. Moser Federico Raue Sebastián M. Palacio Stanislav Frolov Andreas Dengel DD 502 23 0 06 Mar 2024
Balancing Act: Distribution-Guided Debiasing in Diffusion Models Rishubh Parihar Abhijnya Bhat Abhipsa Basu Saswat Mallick Jogendra Nath Kundu R. V. Babu 436 37 0 28 Feb 2024
One-Shot Structure-Aware Stylized Image Synthesis Hansam Cho Jonghyun Lee Seunggyu Chang Yonghyun Jeong DiffM 277 14 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 Chentao Song Liangliang Cao Liangliang Cao EGVM 735 181 0 27 Feb 2024
Visual Style Prompting with Swapping Self-Attention Jaeseok Jeong Junho Kim Yunjey Choi Gayoung Lee Youngjung Uh DiffM 187 61 0 20 Feb 2024
On the Semantic Latent Space of Diffusion-Based Text-to-Speech Models Miri Varshavsky-Hassid Roy Hirsch Regev Cohen Tomer Golany Daniel Freedman Ehud Rivlin 176 3 0 19 Feb 2024
Explaining generative diffusion models via visual analysis for interpretable decision-making process Ji-Hoon Park Yeong-Joon Ju Seong-Whan Lee FAtt DiffM 138 22 0 16 Feb 2024
Zero-Shot Unsupervised and Text-Based Audio Editing Using DDPM Inversion Hila Manor T. Michaeli DiffM 420 55 0 15 Feb 2024
Implicit Diffusion: Efficient Optimization through Stochastic Sampling Pierre Marion Anna Korba Peter Bartlett Mathieu Blondel Valentin De Bortoli Arnaud Doucet Felipe Llinares-López Courtney Paquette Quentin Berthet 347 19 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 337 11 0 04 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 250 0 0 23 Jan 2024
Exploring Diffusion Time-steps for Unsupervised Representation LearningInternational Conference on Learning Representations (ICLR), 2024 Zhongqi Yue Jiankun Wang Qianru Sun Lei Ji E. Chang Hanwang Zhang DiffM 218 30 0 21 Jan 2024
Fair Sampling in Diffusion Models through Switching Mechanism Yujin Choi Jinseong Park Hoki Kim Jaewook Lee Saeroom Park DiffM 185 12 0 06 Jan 2024
Diffusion Models, Image Super-Resolution And Everything: A SurveyIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024 Brian B. Moser Arundhati S. Shanbhag Federico Raue Stanislav Frolov Sebastián M. Palacio Andreas Dengel 370 91 0 01 Jan 2024
Semantic Guidance Tuning for Text-To-Image Diffusion Models Hyun Kang Dohae Lee Myungjin Shin In-Kwon Lee 127 1 0 26 Dec 2023
High-Fidelity Diffusion-based Image Editing Chen Hou Guoqiang Wei Zhibo Chen DiffM 277 9 0 25 Dec 2023
Free-Editor: Zero-shot Text-driven 3D Scene Editing Nazmul Karim Hasan Iqbal Umar Khalid Jingyi Hua Chong Chen DiffM 193 13 0 21 Dec 2023
All but One: Surgical Concept Erasing with Model Preservation in Text-to-Image Diffusion Models Seunghoo Hong Juhun Lee Simon S. Woo 200 28 0 20 Dec 2023
Latent Space Editing in Transformer-Based Flow Matching Vincent Tao Hu David W. Zhang Pascal Mettes Meng Tang Deli Zhao Cees G. M. Snoek 247 36 0 17 Dec 2023
DETER: Detecting Edited Regions for Deterring Generative Manipulations Sai Wang Ye Zhu Ruoyu Wang Amaya Dharmasiri Olga Russakovsky Yu Wu 211 2 0 16 Dec 2023