图像生成

Precision or Recall? An Analysis of Image Captions for Training Text-to-Image Generation Model

Sheng Cheng, Maitreya Patel, Yezhou Yang

专题命中 文生图 ：text-to-image(title,abstract)；image generation(title)；分类 cs.CV

Comments EMNLP 2024 Findings. Code: https://github.com/shengcheng/Captions4T2I

Generalizing Alignment Paradigm of Text-to-Image Generation with Preferences through $f$-divergence Minimization

Haoyuan Sun, Bo Xia, Yongzhe Chang, Xueqian Wang

专题命中 文生图 ：text-to-image(title,abstract)；image generation(title)；分类 cs.CV

Comments 34 pages

The Factuality Tax of Diversity-Intervened Text-to-Image Generation: Benchmark and Fact-Augmented Intervention

Yixin Wan, Di Wu, Haoran Wang, Kai-Wei Chang

专题命中 文生图 ：text-to-image(title,abstract)；image generation(title)；分类 cs.CV

Learning to Customize Text-to-Image Diffusion In Diverse Context

Taewook Kim, Wei Chen, Qiang Qiu

专题命中 文生图 ：text-to-image(title,abstract)；diffusion(title)；分类 cs.CV

Reflective Human-Machine Co-adaptation for Enhanced Text-to-Image Generation Dialogue System

Yuheng Feng, Yangfan He, Yinghui Xia, Tianyu Shi, Jun Wang, Jinsong Yang

专题命中 文生图 ：image generation(title,abstract)；text-to-image(title)；分类 cs.CV

Cross-View Meets Diffusion: Aerial Image Synthesis with Geometry and Text Guidance

Ahmad Arrabi, Xiaohan Zhang, Waqas Sultani, Chen Chen, Safwan Wshah

专题命中 文生图 ：image synthesis(title,abstract)；diffusion(title)；分类 cs.CV

ViSAGe: A Global-Scale Analysis of Visual Stereotypes in Text-to-Image Generation

Akshita Jha, Vinodkumar Prabhakaran, Remi Denton, Sarah Laszlo, Shachi Dave, Rida Qadri, Chandan K. Reddy, Sunipa Dev

专题命中 文生图 ：text-to-image(title,abstract)；image generation(title)；分类 cs.CV

Comments Association for Computational Linguistics (ACL) 2024

Parrot: Pareto-optimal Multi-Reward Reinforcement Learning Framework for Text-to-Image Generation

Seung Hyun Lee, Yinxiao Li, Junjie Ke, Innfarn Yoo, Han Zhang, Jiahui Yu, Qifei Wang, Fei Deng, Glenn Entis, Junfeng He, Gang Li, Sangpil Kim, Irfan Essa, Feng Yang

专题命中 文生图 ：text-to-image(title,abstract)；image generation(title)；分类 cs.CV

PopAlign: Population-Level Alignment for Fair Text-to-Image Generation

Shufan Li, Harkanwar Singh, Aditya Grover

专题命中 文生图 ：text-to-image(title,abstract)；image generation(title)；分类 cs.CV

Comments 18 pages, 10 figures

UPAM: Unified Prompt Attack in Text-to-Image Generation Models Against Both Textual Filters and Visual Checkers

Duo Peng, Qiuhong Ke, Jun Liu

专题命中 文生图 ：text-to-image(title,abstract)；image generation(title)；分类 cs.CV

Comments Accepted by ICML2024

Adversarial Nibbler: An Open Red-Teaming Method for Identifying Diverse Harms in Text-to-Image Generation

Jessica Quaye, Alicia Parrish, Oana Inel, Charvi Rastogi, Hannah Rose Kirk, Minsuk Kahng, Erin van Liemt, Max Bartolo, Jess Tsang, Justin White, Nathan Clement, Rafael Mosquera, Juan Ciro, Vijay Janapa Reddi, Lora Aroyo

专题命中 文生图 ：text-to-image(title,abstract)；image generation(title)；分类 cs.CV

Comments 10 pages, 6 figures

Learning Disentangled Identifiers for Action-Customized Text-to-Image Generation

Siteng Huang, Biao Gong, Yutong Feng, Xi Chen, Yuqian Fu, Yu Liu, Donglin Wang

专题命中 文生图 ：text-to-image(title,abstract)；image generation(title)；分类 cs.CV

Comments CVPR 2024

VM-DDPM: Vision Mamba Diffusion for Medical Image Synthesis

Zhihan Ju, Wanting Zhou

专题命中 文生图 ：image synthesis(title,abstract)；diffusion(title)；分类 cs.CV

Survey of Bias In Text-to-Image Generation: Definition, Evaluation, and Mitigation

Yixin Wan, Arjun Subramonian, Anaelia Ovalle, Zongyu Lin, Ashima Suvarna, Christina Chance, Hritik Bansal, Rebecca Pattichis, Kai-Wei Chang

专题命中 文生图 ：text-to-image(title,abstract)；image generation(title)；分类 cs.CV

Infusion: Preventing Customized Text-to-Image Diffusion from Overfitting

Weili Zeng, Yichao Yan, Qi Zhu, Zhuo Chen, Pengzhi Chu, Weiming Zhao, Xiaokang Yang

专题命中 文生图 ：text-to-image(title,abstract)；diffusion(title)；分类 cs.CV

Comments 10 pages

Object-Attribute Binding in Text-to-Image Generation: Evaluation and Control

Maria Mihaela Trusca, Wolf Nuyts, Jonathan Thomm, Robert Honig, Thomas Hofmann, Tinne Tuytelaars, Marie-Francine Moens

专题命中 文生图 ：image generation(title)；text-to-image(title)；diffusion(abstract)；分类 cs.CV

Check, Locate, Rectify: A Training-Free Layout Calibration System for Text-to-Image Generation

Biao Gong, Siteng Huang, Yutong Feng, Shiwei Zhang, Yuyuan Li, Yu Liu

专题命中 文生图 ：image generation(title)；text-to-image(title)；diffusion(abstract)；分类 cs.CV

Davidsonian Scene Graph: Improving Reliability in Fine-grained Evaluation for Text-to-Image Generation

Jaemin Cho, Yushi Hu, Roopal Garg, Peter Anderson, Ranjay Krishna, Jason Baldridge, Mohit Bansal, Jordi Pont-Tuset, Su Wang

专题命中 文生图 ：text-to-image(title,abstract)；image generation(title)；分类 cs.CV

Comments ICLR 2024; Project website: https://google.github.io/dsg

Iterative Online Image Synthesis via Diffusion Model for Imbalanced Classification

Shuhan Li, Yi Lin, Hao Chen, Kwang-Ting Cheng

专题命中 文生图 ：image synthesis(title,abstract)；diffusion(title)；分类 cs.CV

MIGC: Multi-Instance Generation Controller for Text-to-Image Synthesis

Dewei Zhou, You Li, Fan Ma, Xiaoting Zhang, Yi Yang

专题命中 文生图 ：text-to-image(title)；image synthesis(title)；diffusion(abstract)；分类 cs.CV

Comments Accepted for publication in CVPR 2024

ConceptBed: Evaluating Concept Learning Abilities of Text-to-Image Diffusion Models

Maitreya Patel, Tejas Gokhale, Chitta Baral, Yezhou Yang

专题命中 文生图 ：text-to-image(title,abstract)；diffusion(title)；分类 cs.CV

Comments Accepted at AAAI'24 | Project page: https://conceptbed.github.io

TIAM -- A Metric for Evaluating Alignment in Text-to-Image Generation

Paul Grimal, Hervé Le Borgne, Olivier Ferret, Julien Tourille

专题命中 文生图 ：text-to-image(title,abstract)；image generation(title)；分类 cs.CV

Journal ref Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024, pp. 2890-2899

An Image is Worth Multiple Words: Multi-attribute Inversion for Constrained Text-to-Image Synthesis

Aishwarya Agarwal, Srikrishna Karanam, Tripti Shukla, Balaji Vasan Srinivasan

专题命中 文生图 ：text-to-image(title)；image synthesis(title)；diffusion(abstract)；分类 cs.CV

Controllable Textual Inversion for Personalized Text-to-Image Generation

Jianan Yang, Haobo Wang, Yanming Zhang, Ruixuan Xiao, Sai Wu, Gang Chen, Junbo Zhao

专题命中 文生图 ：text-to-image(title,abstract)；image generation(title)；分类 cs.CV

Comments 10 pages, 6 figures, 2 tables. Project Page: https://github.com/jnzju/COTI

AADiff: Audio-Aligned Video Synthesis with Text-to-Image Diffusion

Seungwoo Lee, Chaerin Kong, Donghyeon Jeon, Nojun Kwak

专题命中 文生图 ：diffusion(title,abstract)；text-to-image(title)；分类 cs.CV

Comments CVPR2023 Workshop on AI for Content Creation. Project Page: https://lifrary.github.io/AADiff/

Training-Free Location-Aware Text-to-Image Synthesis

Jiafeng Mao, Xueting Wang

专题命中 文生图 ：text-to-image(title)；image synthesis(title)；diffusion(abstract)；分类 cs.CV

ReCo: Region-Controlled Text-to-Image Generation

Zhengyuan Yang, Jianfeng Wang, Zhe Gan, Linjie Li, Kevin Lin, Chenfei Wu, Nan Duan, Zicheng Liu, Ce Liu, Michael Zeng, Lijuan Wang

专题命中 文生图 ：text-to-image(title,abstract)；image generation(title)；分类 cs.CV

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

Ming Tao, Hao Tang, Fei Wu, Xiao-Yuan Jing, Bing-Kun Bao, Changsheng Xu

专题命中 文生图 ：text-to-image(title,abstract)；image synthesis(title)；分类 cs.CV

GR-GAN: Gradual Refinement Text-to-image Generation

Bo Yang, Fangxiang Feng, Xiaojie Wang

专题命中 文生图 ：text-to-image(title,abstract)；image generation(title)；分类 cs.CV

Comments Accepted by ICME 2022

CogView2: Faster and Better Text-to-Image Generation via Hierarchical Transformers

Ming Ding, Wendi Zheng, Wenyi Hong, Jie Tang

专题命中 文生图 ：text-to-image(title,abstract)；image generation(title)；分类 cs.CV