DF-GAN: A Simple and Effective Baseline for Text-to-Image Synthesis

13 August 2020

Papers citing "DF-GAN: A Simple and Effective Baseline for Text-to-Image Synthesis"

50 / 127 papers shown

Title
PartStickers: Generating Parts of Objects for Rapid Prototyping Mo Zhou Josh Myers-Dean Danna Gurari 25 0 0 07 Apr 2025
ComfyGPT: A Self-Optimizing Multi-Agent System for Comprehensive ComfyUI Workflow Generation Oucheng Huang Yuhang Ma Zeng Zhao Mingrui Wu Jiayi Ji Rongsheng Zhang Zhibo Hu Xiaoshuai Sun Rongrong Ji 46 0 0 22 Mar 2025
HyperLoRA: Parameter-Efficient Adaptive Generation for Portrait Synthesis Mengtian Li Jinshu Chen Wanquan Feng Bingchuan Li Fei Dai Mingcong Liu Qian He 3DH 52 0 0 21 Mar 2025
POSTA: A Go-to Framework for Customized Artistic Poster Generation Haoyu Chen Xiaojie Xu Wenbo Li Jingjing Ren Tian Ye Songhua Liu Ying Chen Lei Zhu Xinchao Wang DiffM 57 1 0 19 Mar 2025
FedGAI: Federated Style Learning with Cloud-Edge Collaboration for Generative AI in Fashion Design Mingzhu Wu Jianan Jiang Xinglin Li Hanhui Deng Di Wu FedML 50 0 0 16 Mar 2025
Controllable Satellite-to-Street-View Synthesis with Precise Pose Alignment and Zero-Shot Environmental Control Xianghui Ze Zhenbo Song Qiwei Wang Jianfeng Lu Yujiao Shi 56 0 0 05 Feb 2025
Enhanced Multi-Scale Cross-Attention for Person Image Generation Hao Tang Ling Shao N. Sebe Luc Van Gool DiffM 72 0 0 15 Jan 2025
CLIP-SR: Collaborative Linguistic and Image Processing for Super-Resolution Bingwen Hu Heng Liu Zhedong Zheng Ping Liu SupR 86 0 0 16 Dec 2024
Self-Cross Diffusion Guidance for Text-to-Image Synthesis of Similar Subjects Weimin Qiu Jieke Wang Meng Tang DiffM 82 0 0 28 Nov 2024
Noise Diffusion for Enhancing Semantic Faithfulness in Text-to-Image Synthesis Boming Miao C. Li Xiaobei Wang Andi Zhang Rui Sun Zizhe Wang Yao Zhu DiffM 81 0 0 25 Nov 2024
Community Forensics: Using Thousands of Generators to Train Fake Image Detectors Jeongsoo Park Andrew Owens 34 3 0 06 Nov 2024
Deep Generative Models Unveil Patterns in Medical Images Through Vision-Language Conditioning Xiaodan Xing Junzhi Ning Yang Nan Guang Yang MedIm 27 0 0 17 Oct 2024
Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think Sihyun Yu Sangkyung Kwak Huiwon Jang Jongheon Jeong Jonathan Huang Jinwoo Shin Saining Xie OCL 76 66 0 09 Oct 2024
Data Extrapolation for Text-to-image Generation on Small Datasets Senmao Ye Fei Liu 33 0 0 02 Oct 2024
Trustworthy Image Semantic Communication with GenAI: Explainablity, Controllability, and Efficiency Xijun Wang Dongshan Ye Chenyuan Feng Howard H. Yang Xiang Chen Tony Q.S. Quek DiffM 56 2 0 07 Aug 2024
CoCoG-2: Controllable generation of visual stimuli for understanding human concept representation Chen Wei Jiachen Zou Dietmar Heinke Quanying Liu 38 0 0 20 Jul 2024
ConceptExpress: Harnessing Diffusion Models for Single-image Unsupervised Concept Extraction Shaozhe Hao Kai Han Zhengyao Lv Shihao Zhao Kwan-Yee K. Wong DiffM CoGe 36 6 0 09 Jul 2024
PartCraft: Crafting Creative Objects by Parts Kam Woh Ng Xiatian Zhu Yi-Zhe Song Tao Xiang 42 6 0 05 Jul 2024
Boosting Consistency in Story Visualization with Rich-Contextual Conditional Diffusion Models Fei Shen Hu Ye Sibo Liu Jun Zhang Cong Wang Xiao Han Wei Yang 92 34 0 02 Jul 2024
A Large-scale Universal Evaluation Benchmark For Face Forgery Detection Yijun Bei Hengrui Lou Jinsong Geng Erteng Liu Lechao Cheng Jie Song Mingli Song Zunlei Feng CVBM 49 0 0 13 Jun 2024
Tuning-Free Visual Customization via View Iterative Self-Attention Control Xiaojie Li Chenghao Gu Shuzhao Xie Yunpeng Bai Weixiang Zhang Zhi Wang 45 0 0 10 Jun 2024
Ensembling Diffusion Models via Adaptive Feature Aggregation Cong Wang Kuan Tian Yonghang Guan Jun Zhang Zhiwei Jiang Fei Shen Xiao Han 44 5 0 27 May 2024
Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models Yimeng Zhang Xin Chen Jinghan Jia Yihua Zhang Chongyu Fan Jiancheng Liu Mingyi Hong Ke Ding Sijia Liu DiffM 41 53 0 24 May 2024
Infinite Texture: Text-guided High Resolution Diffusion Texture Synthesis Yifan Wang Aleksander Holynski Brian L. Curless Steven M. Seitz 41 1 0 13 May 2024
RATLIP: Generative Adversarial CLIP Text-to-Image Synthesis Based on Recurrent Affine Transformations Chengde Lin Xijun Lu Guangxi Chen 35 0 0 13 May 2024
CoCoG: Controllable Visual Stimuli Generation based on Human Concept Representations Chen Wei Jiachen Zou Dietmar Heinke Quanying Liu 48 3 0 25 Apr 2024
Enhancing Prompt Following with Visual Control Through Training-Free Mask-Guided Diffusion Hongyu Chen Yi-Meng Gao Min Zhou Peng Wang Xubin Li Tiezheng Ge Bo Zheng DiffM 28 5 0 23 Apr 2024
StoryImager: A Unified and Efficient Framework for Coherent Story Visualization and Completion Ming Tao Bing-Kun Bao Hao Tang Yaowei Wang Changsheng Xu DiffM 46 5 0 09 Apr 2024
InitNO: Boosting Text-to-Image Diffusion Models via Initial Noise Optimization Xiefan Guo Jinlin Liu Miaomiao Cui Jiankai Li Hongyu Yang Di Huang 39 25 0 06 Apr 2024
Real, fake and synthetic faces -- does the coin have three sides? Shahzeb Naeem Ramzi Al-Sharawi Muhammad Riyyan Khan Usman Tariq Abhinav Dhall H. Al-Nashash 64 1 0 02 Apr 2024
Text-IF: Leveraging Semantic Text Guidance for Degradation-Aware and Interactive Image Fusion Xunpeng Yi Han Xu Hao Zhang Linfeng Tang Jiayi Ma 32 39 0 25 Mar 2024
CLIP-VQDiffusion : Langauge Free Training of Text To Image generation using CLIP and vector quantized diffusion model S. Han Joohee Kim DiffM CLIP 34 1 0 22 Mar 2024
Multimodal-Conditioned Latent Diffusion Models for Fashion Image Editing Alberto Baldrati Davide Morelli Marcella Cornia Marco Bertini Rita Cucchiara DiffM 62 8 0 21 Mar 2024
FaceChain-SuDe: Building Derived Class to Inherit Category Attributes for One-shot Subject-Driven Generation Pengchong Qiao Lei Shang Chang-Shu Liu Baigui Sun Xiang Ji Jie Chen CVBM 38 3 0 11 Mar 2024
Towards Effective Usage of Human-Centric Priors in Diffusion Models for Text-based Human Image Generation Junyan Wang Zhenhong Sun Zhiyu Tan Xuanbai Chen Weihua Chen Hao Li Cheng Zhang Yang Song 40 9 0 08 Mar 2024
Position: Towards Implicit Prompt For Text-To-Image Models Yue Yang Yuqi Lin Hong Liu Wenqi Shao Runjian Chen Hailong Shang Yu Wang Yu Qiao Kaipeng Zhang Ping Luo EGVM VLM 47 2 0 04 Mar 2024
HanDiffuser: Text-to-Image Generation With Realistic Hand Appearances Supreeth Narasimhaswamy Uttaran Bhattacharya Xiang Chen Ishita Dasgupta Saayan Mitra Minh Hoai DiffM 26 24 0 04 Mar 2024
Contextualized Diffusion Models for Text-Guided Image and Video Generation Ling Yang Zhilong Zhang Zhaochen Yu Jingwei Liu Minkai Xu Stefano Ermon Bin Cui 44 4 0 26 Feb 2024
ComFusion: Personalized Subject Generation in Multiple Specific Scenes From Single Image Yan Hong Jianfu Zhang DiffM 30 3 0 19 Feb 2024
UnlearnCanvas: Stylized Image Dataset for Enhanced Machine Unlearning Evaluation in Diffusion Models Yihua Zhang Chongyu Fan Yimeng Zhang Yuguang Yao Jinghan Jia ... Gaoyuan Zhang Gaowen Liu Ramana Rao Kompella Xiaoming Liu Sijia Liu DiffM 48 5 0 19 Feb 2024
WildFake: A Large-scale Challenging Dataset for AI-Generated Images Detection Yan Hong Jianfu Zhang 74 10 0 19 Feb 2024
Graph Transformer GANs with Graph Masked Modeling for Architectural Layout Generation Hao Tang Ling Shao N. Sebe Luc Van Gool 34 5 0 15 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 46 33 0 04 Jan 2024
Semantic Guidance Tuning for Text-To-Image Diffusion Models Hyun Kang Dohae Lee Myungjin Shin In-Kwon Lee 32 1 0 26 Dec 2023
Rich Human Feedback for Text-to-Image Generation Youwei Liang Junfeng He Gang Li Peizhao Li Arseniy Klimovskiy ... Yiwen Luo Yang Li Kai Kohlhoff Deepak Ramachandran Vidhya Navalpakkam EGVM 29 68 0 15 Dec 2023
ControlNet-XS: Designing an Efficient and Effective Architecture for Controlling Text-to-Image Diffusion Models Denis Zavadski Johann-Friedrich Feiden Carsten Rother DiffM 48 5 0 11 Dec 2023
CONFORM: Contrast is All You Need For High-Fidelity Text-to-Image Diffusion Models Tuna Han Salih Meral Enis Simsar Federico Tombari Pinar Yanardag DiffM VLM 41 26 0 11 Dec 2023
Cache Me if You Can: Accelerating Diffusion Models through Block Caching Felix Wimbauer Bichen Wu Edgar Schoenfeld Xiaoliang Dai Ji Hou ... Jonas Kohler Christian Rupprecht Daniel Cremers Peter Vajda Jialiang Wang DiffM 38 58 0 06 Dec 2023
Stable Diffusion Exposed: Gender Bias from Prompt to Image Yankun Wu Yuta Nakashima Noa Garcia 28 16 0 05 Dec 2023
Learning Disentangled Identifiers for Action-Customized Text-to-Image Generation Siteng Huang Biao Gong Yutong Feng Xi Chen Yu Fu Yu Liu Donglin Wang DiffM 29 13 0 27 Nov 2023