图像生成

Visual Programming for Text-to-Image Generation and Evaluation

Jaemin Cho, Abhay Zala, Mohit Bansal

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

Comments NeurIPS 2023; Project website: https://vp-t2i.github.io

Benchmarking Spatial Relationships in Text-to-Image Generation

Tejas Gokhale, Hamid Palangi, Besmira Nushi, Vibhav Vineet, Eric Horvitz, Ece Kamar, Chitta Baral, Yezhou Yang

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

Comments preprint; Code and Data at https://github.com/microsoft/VISOR and https://huggingface.co/datasets/tgokhale/sr2d_visor

Text-to-Image Generation for Abstract Concepts

Jiayi Liao, Xu Chen, Qiang Fu, Lun Du, Xiangnan He, Xiang Wang, Shi Han, Dongmei Zhang

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

PhotoVerse: Tuning-Free Image Customization with Text-to-Image Diffusion Models

Li Chen, Mengyi Zhao, Yiheng Liu, Mingxu Ding, Yangyang Song, Shizun Wang, Xu Wang, Hao Yang, Jing Liu, Kang Du, Min Zheng

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

ITI-GEN: Inclusive Text-to-Image Generation

Cheng Zhang, Xuanbai Chen, Siqi Chai, Chen Henry Wu, Dmitry Lagun, Thabo Beeler, Fernando De la Torre

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

Comments Accepted to ICCV 2023 (Oral Presentation)

Text-to-Image Diffusion Models are Zero-Shot Classifiers

Kevin Clark, Priyank Jaini

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

CLIPAG: Towards Generator-Free Text-to-Image Generation

Roy Ganz, Michael Elad

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

AltDiffusion: A Multilingual Text-to-Image Diffusion Model

Fulong Ye, Guang Liu, Xinya Wu, Ledell Wu

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

Comments 15 pages; 17 figures

ELITE: Encoding Visual Concepts into Textual Embeddings for Customized Text-to-Image Generation

Yuxiang Wei, Yabo Zhang, Zhilong Ji, Jinfeng Bai, Lei Zhang, Wangmeng Zuo

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

Comments Accepted by ICCV 2023, oral presentation. Code: https://github.com/csyxwei/ELITE

On the Cultural Gap in Text-to-Image Generation

Bingshuai Liu, Longyue Wang, Chenyang Lyu, Yong Zhang, Jinsong Su, Shuming Shi, Zhaopeng Tu

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

Comments Equal contribution: Bingshuai Liu and Longyue Wang. Work done while Bingshuai Liu and Chengyang Lyu were interning at Tencent AI Lab. Zhaopeng Tu is the corresponding author

A-STAR: Test-time Attention Segregation and Retention for Text-to-image Synthesis

Aishwarya Agarwal, Srikrishna Karanam, K J Joseph, Apoorv Saxena, Koustava Goswami, Balaji Vasan Srinivasan

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

Comments 15 pages, 16 figures

Evaluating the Robustness of Text-to-image Diffusion Models against Real-world Attacks

Hongcheng Gao, Hao Zhang, Yinpeng Dong, Zhijie Deng

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

Easily Accessible Text-to-Image Generation Amplifies Demographic Stereotypes at Large Scale

Federico Bianchi, Pratyusha Kalluri, Esin Durmus, Faisal Ladhak, Myra Cheng, Debora Nozza, Tatsunori Hashimoto, Dan Jurafsky, James Zou, Aylin Caliskan

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

Comments FAccT 2023 paper. The published version is available at 10.1145/3593013.3594095

T2IAT: Measuring Valence and Stereotypical Biases in Text-to-Image Generation

Jialu Wang, Xinyue Gabby Liu, Zonglin Di, Yang Liu, Xin Eric Wang

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

Comments ACL 2023

Towards Consistent Video Editing with Text-to-Image Diffusion Models

Zicheng Zhang, Bonan Li, Xuecheng Nie, Congying Han, Tiande Guo, Luoqi Liu

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

Enhancing Detail Preservation for Customized Text-to-Image Generation: A Regularization-Free Approach

Yufan Zhou, Ruiyi Zhang, Tong Sun, Jinhui Xu

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

Boosting Human-Object Interaction Detection with Text-to-Image Diffusion Model

Jie Yang, Bingliang Li, Fengyu Yang, Ailing Zeng, Lei Zhang, Ruimao Zhang

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

LLMScore: Unveiling the Power of Large Language Models in Text-to-Image Synthesis Evaluation

Yujie Lu, Xianjun Yang, Xiujun Li, Xin Eric Wang, William Yang Wang

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

Promptify: Text-to-Image Generation through Interactive Prompt Exploration with Large Language Models

Stephen Brade, Bryan Wang, Mauricio Sousa, Sageev Oore, Tovi Grossman

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

ALR-GAN: Adaptive Layout Refinement for Text-to-Image Synthesis

Hongchen Tan, Baocai Yin, Kun Wei, Xiuping Liu, Xin Li

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

Comments Accepted by TMM

Social Biases through the Text-to-Image Generation Lens

Ranjita Naik, Besmira Nushi

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

Taming Encoder for Zero Fine-tuning Image Customization with Text-to-Image Diffusion Models

Xuhui Jia, Yang Zhao, Kelvin C. K. Chan, Yandong Li, Han Zhang, Boqing Gong, Tingbo Hou, Huisheng Wang, Yu-Chuan Su

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

Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models

Jiarui Xu, Sifei Liu, Arash Vahdat, Wonmin Byeon, Xiaolong Wang, Shalini De Mello

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

Comments CVPR 2023 Highlight. Project page and code: https://jerryxu.net/ODISE

Toward Verifiable and Reproducible Human Evaluation for Text-to-Image Generation

Mayu Otani, Riku Togashi, Yu Sawai, Ryosuke Ishigami, Yuta Nakashima, Esa Rahtu, Janne Heikkilä, Shin'ichi Satoh

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

Comments CVPR 2023

DATID-3D: Diversity-Preserved Domain Adaptation Using Text-to-Image Diffusion for 3D Generative Model

Gwanghyun Kim, Se Young Chun

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

Comments Accepted to CVPR 2023, Project page: https://gwang-kim.github.io/datid_3d/

Variational Distribution Learning for Unsupervised Text-to-Image Generation

Minsoo Kang, Doyup Lee, Jiseob Kim, Saehoon Kim, Bohyung Han

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

Comments Accepted at CVPR2023

Factor Decomposed Generative Adversarial Networks for Text-to-Image Synthesis

Jiguo Li, Xiaobin Liu, Lirong Zheng

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

A Prompt Log Analysis of Text-to-Image Generation Systems

Yutong Xie, Zhaoying Pan, Jinge Ma, Luo Jie, Qiaozhu Mei

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

Lformer: Text-to-Image Generation with L-shape Block Parallel Decoding

Jiacheng Li, Longhui Wei, ZongYuan Zhan, Xin He, Siliang Tang, Qi Tian, Yueting Zhuang

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

Bi-parametric prostate MR image synthesis using pathology and sequence-conditioned stable diffusion

Shaheer U. Saeed, Tom Syer, Wen Yan, Qianye Yang, Mark Emberton, Shonit Punwani, Matthew J. Clarkson, Dean C. Barratt, Yipeng Hu

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

Comments Accepted at MIDL 2023 (The Medical Imaging with Deep Learning conference, 2023)