图像生成

DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation

Yuang Peng, Yuxin Cui, Haomiao Tang, Zekun Qi, Runpei Dong, Jing Bai, Chunrui Han, Zheng Ge, Xiangyu Zhang, Shu-Tao Xia

专题命中 图像生成评测 ：image generation(title,abstract)；分类 cs.CV

Comments ICLR 2025, Project page: https://dreambenchplus.github.io/

RecipeGen: A Benchmark for Real-World Recipe Image Generation

Ruoxuan Zhang, Hongxia Xie, Yi Yao, Jian-Yu Jiang-Lin, Bin Wen, Ling Lo, Hong-Han Shuai, Yung-Hui Li, Wen-Huang Cheng

专题命中 图像生成评测 ：image generation(title,abstract)；分类 cs.CV

FAIntbench: A Holistic and Precise Benchmark for Bias Evaluation in Text-to-Image Models

Hanjun Luo, Ziye Deng, Ruizhe Chen, Zuozhu Liu

专题命中 图像生成评测 ：text-to-image(title,abstract)；分类 cs.CV

Comments Accepted by ICML DMLR 2024

Cyclic image generation using chaotic dynamics

Takaya Tanaka, Yutaka Yamaguti

专题命中 图像生成评测 ：image generation(title,abstract)；分类 cs.CV

Comments submitted to PLOS Complex Systems

Journal ref PLOS Complex Systems 2, 1 (2025) e0000027

Image Generation Diversity Issues and How to Tame Them

Mischa Dombrowski, Weitong Zhang, Sarah Cechnicka, Hadrien Reynaud, Bernhard Kainz

专题命中 图像生成评测 ：image generation(title)；diffusion(abstract)；分类 cs.CV

Comments 17 pages, 6 tables, 12 figures; v2 added acknowledgment

Content-Aware Preserving Image Generation

Giang H. Le, Anh Q. Nguyen, Byeongkeun Kang, Yeejin Lee

专题命中 图像生成评测 ：image generation(title,abstract)；分类 cs.CV

Comments 35 pages, 12 figures, 1 table, journal

ComfyGI: Automatic Improvement of Image Generation Workflows

Dominik Sobania, Martin Briesch, Franz Rothlauf

专题命中 图像生成评测 ：image generation(title,abstract)；分类 cs.CV

INQUIRE: A Natural World Text-to-Image Retrieval Benchmark

Edward Vendrow, Omiros Pantazis, Alexander Shepard, Gabriel Brostow, Kate E. Jones, Oisin Mac Aodha, Sara Beery, Grant Van Horn

专题命中 图像生成评测 ：text-to-image(title,abstract)；分类 cs.CV

Comments Published in NeurIPS 2024, Datasets and Benchmarks Track

Elucidating the design space of language models for image generation

Xuantong Liu, Shaozhe Hao, Xianbiao Qi, Tianyang Hu, Jun Wang, Rong Xiao, Yuan Yao

专题命中 图像生成评测 ：image generation(title,abstract)；分类 cs.CV

Comments Project page: https://pepper-lll.github.io/LMforImageGeneration/

Holistic Evaluation for Interleaved Text-and-Image Generation

Minqian Liu, Zhiyang Xu, Zihao Lin, Trevor Ashby, Joy Rimchala, Jiaxin Zhang, Lifu Huang

专题命中 图像生成评测 ：image generation(title,abstract)；分类 cs.CV

Comments EMNLP 2024 Main Conference. 15 pages, 6 figures, 7 tables. Website: https://vt-nlp.github.io/InterleavedEval/. Dataset: https://huggingface.co/mqliu/InterleavedBench

I2EBench: A Comprehensive Benchmark for Instruction-based Image Editing

Yiwei Ma, Jiayi Ji, Ke Ye, Weihuang Lin, Zhibin Wang, Yonghan Zheng, Qiang Zhou, Xiaoshuai Sun, Rongrong Ji

专题命中 图像生成评测 ：image editing(title,abstract)；分类 cs.CV

Comments NeurIPS2024, 15 pages, 7 figures

Assessing Image Inpainting via Re-Inpainting Self-Consistency Evaluation

Tianyi Chen, Jianfu Zhang, Yan Hong, Yiyi Zhang, Liqing Zhang

专题命中 图像生成评测 ：inpainting(title,abstract)；分类 cs.CV

Human Image Generation: A Comprehensive Survey

Zhen Jia, Zhang Zhang, Liang Wang, Tieniu Tan

专题命中 图像生成评测 ：image generation(title,abstract)；分类 cs.CV

Comments Accepted by ACM Computing Surveys (CSUR)

Towards Geographic Inclusion in the Evaluation of Text-to-Image Models

Melissa Hall, Samuel J. Bell, Candace Ross, Adina Williams, Michal Drozdzal, Adriana Romero Soriano

专题命中 图像生成评测 ：text-to-image(title,abstract)；分类 cs.CV

An Examination of the Compositionality of Large Generative Vision-Language Models

Teli Ma, Rong Li, Junwei Liang

专题命中 图像生成评测 ：generative vision(title,abstract)；分类 cs.CV

Advancing Generative Model Evaluation: A Novel Algorithm for Realistic Image Synthesis and Comparison in OCR System

Majid Memari, Khaled R. Ahmed, Shahram Rahimi, Noorbakhsh Amiri Golilarz

专题命中 图像生成评测 ：image synthesis(title)；image generation(abstract)；分类 cs.CV

Comments The manuscript was submitted to IEEE Access on 29-Jan-2024 and is currently under review for publication in IEEE Access

Human Aesthetic Preference-Based Large Text-to-Image Model Personalization: Kandinsky Generation as an Example

Aven-Le Zhou, Yu-Ao Wang, Wei Wu, Kang Zhang

专题命中 图像生成评测 ：text-to-image(title,abstract)；分类 cs.MM

Comments 9 pages, 10 figures

Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models

George Stein, Jesse C. Cresswell, Rasa Hosseinzadeh, Yi Sui, Brendan Leigh Ross, Valentin Villecroze, Zhaoyan Liu, Anthony L. Caterini, J. Eric T. Taylor, Gabriel Loaiza-Ganem

专题命中 图像生成评测 ：diffusion(title,abstract)；分类 cs.CV

Comments NeurIPS 2023. 53 pages, 29 figures, 12 tables. Code at https://github.com/layer6ai-labs/dgm-eval, reviews at https://openreview.net/forum?id=08zf7kTOoh

Journal ref Thirty-seventh Conference on Neural Information Processing Systems (2023)

Holistic Evaluation of Text-To-Image Models

Tony Lee, Michihiro Yasunaga, Chenlin Meng, Yifan Mai, Joon Sung Park, Agrim Gupta, Yunzhi Zhang, Deepak Narayanan, Hannah Benita Teufel, Marco Bellagente, Minguk Kang, Taesung Park, Jure Leskovec, Jun-Yan Zhu, Li Fei-Fei, Jiajun Wu, Stefano Ermon, Percy Liang

专题命中 图像生成评测 ：text-to-image(title,abstract)；分类 cs.CV

Comments NeurIPS 2023. First three authors contributed equally

Is Deep Learning Network Necessary for Image Generation?

Chenqiu Zhao, Guanfang Dong, Anup Basu

专题命中 图像生成评测 ：image generation(title,abstract)；分类 cs.CV

Comments This paper has been reject. I am planning to combine this paper with my another paper to make one strong paper

COLA: A Benchmark for Compositional Text-to-image Retrieval

Arijit Ray, Filip Radenovic, Abhimanyu Dubey, Bryan A. Plummer, Ranjay Krishna, Kate Saenko

专题命中 图像生成评测 ：text-to-image(title,abstract)；分类 cs.CV

Comments Accepted to NeurIPS 2023. Webpage: https://cs-people.bu.edu/array/research/cola/

Revisiting the Evaluation of Image Synthesis with GANs

Mengping Yang, Ceyuan Yang, Yichi Zhang, Qingyan Bai, Yujun Shen, Bo Dai

专题命中 图像生成评测 ：image synthesis(title,abstract)；分类 cs.CV

Comments NeurIPS 2023 datasets and benchmarks track

Breast Cancer Immunohistochemical Image Generation: a Benchmark Dataset and Challenge Review

Chuang Zhu, Shengjie Liu, Zekuan Yu, Feng Xu, Arpit Aggarwal, Germán Corredor, Anant Madabhushi, Qixun Qu, Hongwei Fan, Fangda Li, Yueheng Li, Xianchao Guan, Yongbing Zhang, Vivek Kumar Singh, Farhan Akram, Md. Mostafa Kamal Sarker, Zhongyue Shi, Mulan Jin

专题命中 图像生成评测 ：image generation(title,abstract)；分类 cs.CV

Comments 12 pages, 12 figures, 2tables

Fast Adaptation with Bradley-Terry Preference Models in Text-To-Image Classification and Generation

Victor Gallego

专题命中 图像生成评测 ：text-to-image(title)；diffusion(abstract)；分类 cs.CV

Comments Accepted to Proceedings of the 23rd European Young Statisticians Meeting (EYSM)

StudioGAN: A Taxonomy and Benchmark of GANs for Image Synthesis

Minguk Kang, Joonghyuk Shin, Jaesik Park

专题命中 图像生成评测 ：image synthesis(title,abstract)；分类 cs.CV

Comments 32 pages, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI, 2023)

Let's ViCE! Mimicking Human Cognitive Behavior in Image Generation Evaluation

Federico Betti, Jacopo Staiano, Lorenzo Baraldi, Lorenzo Baraldi, Rita Cucchiara, Nicu Sebe

专题命中 图像生成评测 ：image generation(title,abstract)；分类 cs.CV

Comments Accepted as oral at ACM MultiMedia 2023 (Brave New Ideas track)

ConvGenVisMo: Evaluation of Conversational Generative Vision Models

Narjes Nikzad Khasmakhi, Meysam Asgari-Chenaghlu, Nabiha Asghar, Philipp Schaer, Dietlind Zühlke

专题命中 图像生成评测 ：generative vision(title,abstract)；分类 cs.CV

PrefGen: Preference Guided Image Generation with Relative Attributes

Alec Helbling, Christopher J. Rozell, Matthew O'Shaughnessy, Kion Fallah

专题命中 图像生成评测 ：image generation(title)；image editing(abstract)；分类 cs.CV

T2CI-GAN: Text to Compressed Image generation using Generative Adversarial Network

Bulla Rajesh, Nandakishore Dusa, Mohammed Javed, Shiv Ram Dubey, P. Nagabhushan

专题命中 图像生成评测 ：image generation(title,abstract)；分类 cs.CV

Comments Accepted for publication at IAPR's 6th CVIP 2022

MoVQ: Modulating Quantized Vectors for High-Fidelity Image Generation

Chuanxia Zheng, Long Tung Vuong, Jianfei Cai, Dinh Phung

专题命中 图像生成评测 ：image generation(title,abstract)；分类 cs.CV