A Survey of Diffusion Based Image Generation Models: Issues and Their Solutions

25 August 2023

Zheng Wang

Papers citing "A Survey of Diffusion Based Image Generation Models: Issues and Their Solutions"

21 / 21 papers shown

Title
REDEditing: Relationship-Driven Precise Backdoor Poisoning on Text-to-Image Diffusion Models Chongye Guo Jinhu Fu Junfeng Fang Kun Wang Guorui Feng 34 0 0 20 Apr 2025
TextDiffSeg: Text-guided Latent Diffusion Model for 3d Medical Images Segmentation Kangbo Ma MedIm 27 0 0 16 Apr 2025
Track Anything Behind Everything: Zero-Shot Amodal Video Object Segmentation Finlay G. C. Hudson W. Smith VOS VLM 76 0 0 28 Nov 2024
Generalizing Alignment Paradigm of Text-to-Image Generation with Preferences through $f$ -divergence Minimization Haoyuan Sun Bo Xia Yongzhe Chang Xueqian Wang EGVM 35 2 0 15 Sep 2024
Diffusion Model for Planning: A Systematic Literature Review Toshihide Ubukata Jialong Li Kenji Tei DiffM MedIm 53 6 0 16 Aug 2024
The Fabrication of Reality and Fantasy: Scene Generation with LLM-Assisted Prompt Interpretation Yi Yao Chan-Feng Hsu Jhe-Hao Lin Hongxia Xie Terence Lin Yi-Ning Huang Hong-Han Shuai Wen-Huang Cheng DiffM 29 4 0 17 Jul 2024
Physics-Inspired Generative Models in Medical Imaging: A Review Dennis Hein Afshin Bozorgpour Dorit Merhof Ge Wang DiffM MedIm AI4CE 39 0 0 15 Jul 2024
Diffusion Model-Based Video Editing: A Survey Wenhao Sun Rong-Cheng Tu Jingyi Liao Dacheng Tao VGen 63 22 0 26 Jun 2024
FacEnhance: Facial Expression Enhancing with Recurrent DDPMs Hamza Bouzid Lahoucine Ballihi DiffM 36 1 0 13 Jun 2024
ConceptPrune: Concept Editing in Diffusion Models via Skilled Neuron Pruning Ruchika Chavhan Da Li Timothy M. Hospedales 36 15 0 29 May 2024
Zero-Shot Distillation for Image Encoders: How to Make Effective Use of Synthetic Data Niclas Popp J. H. Metzen Matthias Hein VLM 40 1 0 25 Apr 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
InstantBooth: Personalized Text-to-Image Generation without Test-Time Finetuning Jing Shi Wei Xiong Zhe-nan Lin H. J. Jung DiffM 121 278 0 06 Apr 2023
Training-Free Layout Control with Cross-Attention Guidance Minghao Chen Iro Laina Andrea Vedaldi DiffM 132 221 0 06 Apr 2023
Transformer-based Generative Adversarial Networks in Computer Vision: A Comprehensive Survey S. Dubey Satish Kumar Singh ViT 33 33 0 17 Feb 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 270 4,229 0 30 Jan 2023
Re-Imagen: Retrieval-Augmented Text-to-Image Generator Wenhu Chen Hexiang Hu Chitwan Saharia William W. Cohen VLM 125 161 0 29 Sep 2022
Diffusion Models in Vision: A Survey Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu M. Shah DiffM VLM MedIm 194 1,140 0 10 Sep 2022
Diffusion Models: A Comprehensive Survey of Methods and Applications Ling Yang Zhilong Zhang Yingxia Shao Shenda Hong Runsheng Xu Yue Zhao Wentao Zhang Bin Cui Ming-Hsuan Yang DiffM MedIm 224 1,302 0 02 Sep 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 313 11,915 0 04 Mar 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 392 4,125 0 28 Jan 2022