CONFORM: Contrast is All You Need For High-Fidelity Text-to-Image Diffusion Models

11 December 2023

Papers citing "CONFORM: Contrast is All You Need For High-Fidelity Text-to-Image Diffusion Models"

25 / 25 papers shown

Title
VSC: Visual Search Compositional Text-to-Image Diffusion Model Do Huu Dat Nam Hyeonu Po Yuan Mao Tae-Hyun Oh DiffM CoGe 55 0 0 02 May 2025
Spatial Transport Optimization by Repositioning Attention Map for Training-Free Text-to-Image Synthesis Woojung Han Yeonkyung Lee Chanyoung Kim Kwanghyun Park Seong Jae Hwang DiffM 60 0 0 28 Mar 2025
Towards Transformer-Based Aligned Generation with Self-Coherence Guidance Shulei Wang Wang Lin Hai Huang Hanting Wang Sihang Cai ... Tao Jin Jingyuan Chen Jiacheng Sun Jieming Zhu Zhou Zhao DiffM 55 2 0 22 Mar 2025
Context-guided Responsible Data Augmentation with Diffusion Models Khawar Islam Naveed Akhtar 46 1 0 12 Mar 2025
Fine-Grained Alignment and Noise Refinement for Compositional Text-to-Image Generation Amir Mohammad Izadi Seyed Mohsen Hosseini Soroush Vafaie Tabar Ali Abdollahi Armin Saghafian M. Baghshah EGVM 40 0 0 09 Mar 2025
Isolated Diffusion: Optimizing Multi-Concept Text-to-Image Generation Training-Freely with Isolated Diffusion Guidance Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan 71 4 0 20 Jan 2025
Self-Cross Diffusion Guidance for Text-to-Image Synthesis of Similar Subjects Weimin Qiu Jieke Wang Meng Tang DiffM 79 0 0 28 Nov 2024
Enhancing MMDiT-Based Text-to-Image Models for Similar Subject Generation Tianyi Wei Dongdong Chen Yifan Zhou Xingang Pan EGVM 77 2 0 27 Nov 2024
Text Embedding is Not All You Need: Attention Control for Text-to-Image Semantic Alignment with Text Self-Attention Maps Jeeyung Kim Erfan Esmaeili Qiang Qiu DiffM 83 1 0 21 Nov 2024
Token Merging for Training-Free Semantic Binding in Text-to-Image Synthesis Taihang Hu Linxuan Li Joost van de Weijer Hongcheng Gao Fahad Shahbaz Khan Jian Yang Ming-Ming Cheng Kai Wang Yaxing Wang DiffM 46 4 0 11 Nov 2024
Progressive Compositionality in Text-to-Image Generative Models Xu Han Linghao Jin Xiaofeng Liu Paul Pu Liang CoGe 93 2 0 22 Oct 2024
VitaGlyph: Vitalizing Artistic Typography with Flexible Dual-branch Diffusion Models Kailai Feng Yabo Zhang Haodong Yu Zhilong Ji Jinfeng Bai Hongzhi Zhang W. Zuo DiffM 27 0 0 02 Oct 2024
ABHINAW: A method for Automatic Evaluation of Typography within AI-Generated Images Abhinaw Jagtap Nachiket Tapas R. G. Brajesh EGVM 18 0 0 18 Sep 2024
SPDiffusion: Semantic Protection Diffusion Models for Multi-concept Text-to-image Generation Yang Zhang Rui Zhang Xuecheng Nie Haochen Li Jikun Chen Yifan Hao Xin Zhang Luoqi Liu Ling Li 36 0 0 02 Sep 2024
MIGC++: Advanced Multi-Instance Generation Controller for Image Synthesis Dewei Zhou Y. Li Fan Ma Zongxin Yang Y. Yang 88 11 0 02 Jul 2024
Information Theoretic Text-to-Image Alignment Chao Wang Giulio Franzese A. Finamore Massimo Gallo Pietro Michiardi 61 0 0 31 May 2024
MC $^2$ : Multi-concept Guidance for Customized Multi-concept Generation Jiaxiu Jiang Yabo Zhang Kailai Feng Xiaohe Wu Wangmeng Zuo DiffM 34 11 0 08 Apr 2024
CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching Dongzhi Jiang Guanglu Song Xiaoshi Wu Renrui Zhang Dazhong Shen Zhuofan Zong Yu Liu Hongsheng Li VLM 30 20 0 04 Apr 2024
CLoRA: A Contrastive Approach to Compose Multiple LoRA Models Tuna Han Salih Meral Enis Simsar Federico Tombari Pinar Yanardag MoMe 26 0 0 28 Mar 2024
RealCompo: Balancing Realism and Compositionality Improves Text-to-Image Diffusion Models Xinchen Zhang Ling Yang Yaqi Cai Zhaochen Yu Kai-Ni Wang ... Ye Tian Minkai Xu Yong Tang Yujiu Yang Bin Cui DiffM 27 5 0 20 Feb 2024
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
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 388 4,010 0 28 Jan 2022
RePaint: Inpainting using Denoising Diffusion Probabilistic Models Andreas Lugmayr Martin Danelljan Andrés Romero F. I. F. Richard Yu Radu Timofte Luc Van Gool DiffM 211 1,330 0 24 Jan 2022
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 253 4,735 0 24 Feb 2021
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 229 74,467 0 18 May 2015