Uncovering the Disentanglement Capability in Text-to-Image Diffusion Models

16 December 2022

Papers citing "Uncovering the Disentanglement Capability in Text-to-Image Diffusion Models"

50 / 78 papers shown

Title
UniEdit-Flow: Unleashing Inversion and Editing in the Era of Flow Models Guanlong Jiao Biqing Huang Kuan-Chieh Wang Renjie Liao DiffM 82 0 0 17 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
Implicit Bias Injection Attacks against Text-to-Image Diffusion Models Huayang Huang Xiangye Jin Jiaxu Miao Yu Wu 29 0 0 02 Apr 2025
Can Diffusion Models Disentangle? A Theoretical Perspective Liming Wang Muhammad Jehanzeb Mirza Yishu Gong Yuan Gong Jiaqi Zhang Brian Tracey Katerina Placek Marco Vilela James Glass DiffM CoGe 82 0 0 31 Mar 2025
Language-Guided Trajectory Traversal in Disentangled Stable Diffusion Latent Space for Factorized Medical Image Generation Zahra Tehraninasab Amar Kumar Tal Arbel MedIm 56 0 0 30 Mar 2025
GAITGen: Disentangled Motion-Pathology Impaired Gait Generative Model -- Bringing Motion Generation to the Clinical Domain Vida Adeli Soroush Mehraban Majid Mirmehdi Alan Whone Benjamin Filtjens Amirhossein Dadashzadeh A. Fasano Andrea Iaboni Babak Taati 46 0 0 28 Mar 2025
LOCATEdit: Graph Laplacian Optimized Cross Attention for Localized Text-Guided Image Editing Achint Soni Meet Soni Sirisha Rambhatla DiffM 63 0 0 27 Mar 2025
Instruct-CLIP: Improving Instruction-Guided Image Editing with Automated Data Refinement Using Contrastive Learning Sherry X Chen Misha Sra Pradeep Sen 52 0 0 24 Mar 2025
RAPID: Retrieval Augmented Training of Differentially Private Diffusion Models Tanqiu Jiang Changjiang Li Fenglong Ma Ting Wang 67 0 0 18 Feb 2025
Assessing the use of Diffusion models for motion artifact correction in brain MRI Paolo Angella Vito Paolo Pastore Matteo Santacesaria MedIm DiffM 67 0 0 03 Feb 2025
START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation Jintao Guo Lei Qi Yinghuan Shi Yang Gao 31 1 0 08 Jan 2025
Omegance: A Single Parameter for Various Granularities in Diffusion-Based Synthesis Xinyu Hou Zongsheng Yue Xiaoming Li Chen Change Loy VGen DiffM 99 0 0 26 Nov 2024
Latent Space Disentanglement in Diffusion Transformers Enables Precise Zero-shot Semantic Editing Zitao Shuai Chenwei Wu Zhengxu Tang Bowen Song Liyue Shen DiffM 55 0 0 12 Nov 2024
Schedule Your Edit: A Simple yet Effective Diffusion Noise Schedule for Image Editing Haonan Lin Mengmeng Wang Jiahao Wang Wenbin An Yan Chen Yong Liu Feng Tian Guang Dai Jingdong Wang Qianying Wang DiffM 43 9 0 24 Oct 2024
PixLens: A Novel Framework for Disentangled Evaluation in Diffusion-Based Image Editing with Object Detection + SAM Stefan Stefanache Lluís Pastor Pérez Julen Costa Watanabe Ernesto Sanchez Tejedor Thomas Hofmann Enis Simsar EGVM 28 0 0 08 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 42 5 0 28 Sep 2024
Alfie: Democratising RGBA Image Generation With No Fabio Quattrini Vittorio Pippi Silvia Cascianelli Rita Cucchiara DiffM 40 5 0 27 Aug 2024
Latent Space Disentanglement in Diffusion Transformers Enables Zero-shot Fine-grained Semantic Editing Zitao Shuai Chenwei Wu Zhengxu Tang Bowen Song Liyue Shen 33 0 0 23 Aug 2024
TurboEdit: Instant text-based image editing Zongze Wu Nicholas I. Kolkin Jonathan Brandt Richard Zhang Eli Shechtman DiffM 38 11 0 14 Aug 2024
ModalChorus: Visual Probing and Alignment of Multi-modal Embeddings via Modal Fusion Map Yilin Ye Shishi Xiao Xingchen Zeng Wei Zeng 41 2 0 17 Jul 2024
ColorwAI: Generative Colorways of Textiles through GAN and Diffusion Disentanglement Ludovica Schaerf Andrea Alfarano Eric Postma DiffM 31 2 0 16 Jul 2024
StyleShot: A Snapshot on Any Style Junyao Gao Yanchen Liu Yanan Sun Yinhao Tang Yanhong Zeng Kai Chen Cairong Zhao TTA 3DH VLM 80 15 0 01 Jul 2024
Emergence of Hidden Capabilities: Exploring Learning Dynamics in Concept Space Core Francisco Park Maya Okawa Andrew Lee Ekdeep Singh Lubana Hidenori Tanaka 62 7 0 27 Jun 2024
FouRA: Fourier Low Rank Adaptation Shubhankar Borse Shreya Kadambi N. Pandey Kartikeya Bhardwaj Viswanath Ganapathy Sweta Priyadarshi Risheek Garrepalli Rafael Esteves Munawar Hayat Fatih Porikli 36 6 0 13 Jun 2024
DiffusionPID: Interpreting Diffusion via Partial Information Decomposition Shaurya Dewan Rushikesh Zawar Prakanshul Saxena Yingshan Chang Andrew F. Luo Yonatan Bisk DiffM 40 4 0 07 Jun 2024
Diffusion Features to Bridge Domain Gap for Semantic Segmentation Yuxiang Ji Boyong He Chenyuan Qu Zhuoyue Tan Chuan Qin Liaoni Wu 37 2 0 02 Jun 2024
Learning Discrete Concepts in Latent Hierarchical Models Lingjing Kong Guan-Hong Chen Biwei Huang Eric P. Xing Yuejie Chi Kun Zhang 52 4 0 01 Jun 2024
The Curious Case of End Token: A Zero-Shot Disentangled Image Editing using CLIP Hidir Yesiltepe Yusuf Dalva Pinar Yanardag DiffM 18 1 0 01 Jun 2024
Picturing Ambiguity: A Visual Twist on the Winograd Schema Challenge Brendan Park Madeline Janecek Naser Ezzati-Jivan Yifeng Li Ali Emami 37 0 0 25 May 2024
Good Seed Makes a Good Crop: Discovering Secret Seeds in Text-to-Image Diffusion Models Katherine Xu Lingzhi Zhang Jianbo Shi 43 12 0 23 May 2024
FilterPrompt: Guiding Image Transfer in Diffusion Models Xi Wang Yichen Peng Heng Fang Haoran Xie Xi Yang Chuntao Li DiffM 37 0 0 20 Apr 2024
Global Counterfactual Directions Bartlomiej Sobieski P. Biecek DiffM 58 5 0 18 Apr 2024
TiNO-Edit: Timestep and Noise Optimization for Robust Diffusion-Based Image Editing Sherry X Chen Yaron Vaxman Elad Ben Baruch David Asulin Aviad Moreshet Kuo-Chin Lien Misha Sra Pradeep Sen 39 3 0 17 Apr 2024
DreamWalk: Style Space Exploration using Diffusion Guidance Michelle Shu Charles Herrmann Richard Strong Bowen Forrester Cole Ramin Zabih AI4TS DiffM 37 2 0 04 Apr 2024
A Unified and Interpretable Emotion Representation and Expression Generation Reni Paskaleva Mykyta Holubakha Andela Ilic Saman Motamed Luc Van Gool D. Paudel 41 2 0 01 Apr 2024
Uncovering the Text Embedding in Text-to-Image Diffusion Models Huikang Yu Hao Luo Fan Wang Feng Zhao 31 10 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 32 4 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 32 2 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 38 4 0 28 Mar 2024
Non-verbal information in spontaneous speech -- towards a new framework of analysis Tirza Biron Moshe Barboy Eran Ben-Artzy Alona Golubchik Yanir Marmor Smadar Szekely Yaron Winter David Harel 29 0 0 06 Mar 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 85 0 27 Feb 2024
Synthesizing CTA Image Data for Type-B Aortic Dissection using Stable Diffusion Models Ayman Abaid Muhammad Ali Farooq N. Hynes Peter Corcoran Ihsan Ullah MedIm DiffM 19 2 0 10 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 76 11 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 32 7 0 04 Feb 2024
FreeStyle: Free Lunch for Text-guided Style Transfer using Diffusion Models Feihong He Gang Li Mengyuan Zhang Leilei Yan Lingyu Si Fanzhang Li Li Shen DiffM 23 15 0 28 Jan 2024
Diffusion Models, Image Super-Resolution And Everything: A Survey Brian B. Moser Arundhati S. Shanbhag Federico Raue Stanislav Frolov Sebastián M. Palacio Andreas Dengel 26 35 0 01 Jan 2024
Semantic Guidance Tuning for Text-To-Image Diffusion Models Hyun Kang Dohae Lee Myungjin Shin In-Kwon Lee 27 1 0 26 Dec 2023
LIME: Localized Image Editing via Attention Regularization in Diffusion Models Enis Simsar A. Tonioni Yongqin Xian Thomas Hofmann Federico Tombari DiffM 37 8 0 14 Dec 2023
Correcting Diffusion Generation through Resampling Yujian Liu Yang Zhang Tommi Jaakkola Shiyu Chang 31 7 0 10 Dec 2023
NoiseCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions in Diffusion Models Yusuf Dalva Pinar Yanardag DiffM 26 18 0 08 Dec 2023