图像生成

Powerful and Flexible: Personalized Text-to-Image Generation via Reinforcement Learning

Fanyue Wei, Wei Zeng, Zhenyang Li, Dawei Yin, Lixin Duan, Wen Li

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

Comments Accepted by ECCV 2024

StyleForge: Enhancing Text-to-Image Synthesis for Any Artistic Styles with Dual Binding

Junseo Park, Beomseok Ko, Hyeryung Jang

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

Comments 20 pages, 12 figuers

DiM: Diffusion Mamba for Efficient High-Resolution Image Synthesis

Yao Teng, Yue Wu, Han Shi, Xuefei Ning, Guohao Dai, Yu Wang, Zhenguo Li, Xihui Liu

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

Comments The code of our work is available here: {\url{https://github.com/tyshiwo1/DiM-DiffusionMamba/}}

MJ-Bench: Is Your Multimodal Reward Model Really a Good Judge for Text-to-Image Generation?

Zhaorun Chen, Yichao Du, Zichen Wen, Yiyang Zhou, Chenhang Cui, Zhenzhen Weng, Haoqin Tu, Chaoqi Wang, Zhengwei Tong, Qinglan Huang, Canyu Chen, Qinghao Ye, Zhihong Zhu, Yuqing Zhang, Jiawei Zhou, Zhuokai Zhao, Rafael Rafailov, Chelsea Finn, Huaxiu Yao

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

Comments 42 pages, 13 figures, 33 tables

RL for Consistency Models: Faster Reward Guided Text-to-Image Generation

Owen Oertell, Jonathan D. Chang, Yiyi Zhang, Kianté Brantley, Wen Sun

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

Comments 18 pages, 9 figures, 1 table

EMMA: Your Text-to-Image Diffusion Model Can Secretly Accept Multi-Modal Prompts

Yucheng Han, Rui Wang, Chi Zhang, Juntao Hu, Pei Cheng, Bin Fu, Hanwang Zhang

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

Comments https://tencentqqgylab.github.io/EMMA

Batch-Instructed Gradient for Prompt Evolution:Systematic Prompt Optimization for Enhanced Text-to-Image Synthesis

Xinrui Yang, Zhuohan Wang, Anthony Hu

专题命中 文生图 ：text-to-image(title,abstract)；image synthesis(title)；image generation(abstract)；diffusion(abstract)

Diffusion Soup: Model Merging for Text-to-Image Diffusion Models

Benjamin Biggs, Arjun Seshadri, Yang Zou, Achin Jain, Aditya Golatkar, Yusheng Xie, Alessandro Achille, Ashwin Swaminathan, Stefano Soatto

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

MobileDiffusion: Instant Text-to-Image Generation on Mobile Devices

Yang Zhao, Yanwu Xu, Zhisheng Xiao, Haolin Jia, Tingbo Hou

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

PaRa: Personalizing Text-to-Image Diffusion via Parameter Rank Reduction

Shangyu Chen, Zizheng Pan, Jianfei Cai, Dinh Phung

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

Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs

Ling Yang, Zhaochen Yu, Chenlin Meng, Minkai Xu, Stefano Ermon, Bin Cui

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

Comments ICML 2024. Project: https://github.com/YangLing0818/RPG-DiffusionMaster

SG-Adapter: Enhancing Text-to-Image Generation with Scene Graph Guidance

Guibao Shen, Luozhou Wang, Jiantao Lin, Wenhang Ge, Chaozhe Zhang, Xin Tao, Yuan Zhang, Pengfei Wan, Zhongyuan Wang, Guangyong Chen, Yijun Li, Ying-Cong Chen

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

Slicedit: Zero-Shot Video Editing With Text-to-Image Diffusion Models Using Spatio-Temporal Slices

Nathaniel Cohen, Vladimir Kulikov, Matan Kleiner, Inbar Huberman-Spiegelglas, Tomer Michaeli

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

Comments ICML 2024. Code and examples are available at https://matankleiner.github.io/slicedit/

Compositional Text-to-Image Generation with Dense Blob Representations

Weili Nie, Sifei Liu, Morteza Mardani, Chao Liu, Benjamin Eckart, Arash Vahdat

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

Comments ICML 2024

Customization Assistant for Text-to-image Generation

Yufan Zhou, Ruiyi Zhang, Jiuxiang Gu, Tong Sun

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

Comments CVPR 2024

Towards Better Text-to-Image Generation Alignment via Attention Modulation

Yihang Wu, Xiao Cao, Kaixin Li, Zitan Chen, Haonan Wang, Lei Meng, Zhiyong Huang

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

EdgeFusion: On-Device Text-to-Image Generation

Thibault Castells, Hyoung-Kyu Song, Tairen Piao, Shinkook Choi, Bo-Kyeong Kim, Hanyoung Yim, Changgwun Lee, Jae Gon Kim, Tae-Ho Kim

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

Comments 4 pages, accepted to CVPR24 First Workshop on Efficient and On-Device Generation (EDGE)

MaxFusion: Plug&Play Multi-Modal Generation in Text-to-Image Diffusion Models

Nithin Gopalakrishnan Nair, Jeya Maria Jose Valanarasu, Vishal M Patel

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

Rich Human Feedback for Text-to-Image Generation

Youwei Liang, Junfeng He, Gang Li, Peizhao Li, Arseniy Klimovskiy, Nicholas Carolan, Jiao Sun, Jordi Pont-Tuset, Sarah Young, Feng Yang, Junjie Ke, Krishnamurthy Dj Dvijotham, Katie Collins, Yiwen Luo, Yang Li, Kai J Kohlhoff, Deepak Ramachandran, Vidhya Navalpakkam

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

Comments CVPR'24

Dynamic Prompt Optimizing for Text-to-Image Generation

Wenyi Mo, Tianyu Zhang, Yalong Bai, Bing Su, Ji-Rong Wen, Qing Yang

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

Comments Accepted to CVPR 2024

MULAN: A Multi Layer Annotated Dataset for Controllable Text-to-Image Generation

Petru-Daniel Tudosiu, Yongxin Yang, Shifeng Zhang, Fei Chen, Steven McDonagh, Gerasimos Lampouras, Ignacio Iacobacci, Sarah Parisot

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

Comments CVPR 2024 - Project page: https://MuLAn-dataset.github.io/

Uncovering the Text Embedding in Text-to-Image Diffusion Models

Hu Yu, Hao Luo, Fan Wang, Feng Zhao

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

InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists

Yulu Gan, Sungwoo Park, Alexander Schubert, Anthony Philippakis, Ahmed M. Alaa

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

Comments ICLR 2024; Code is available at https://github.com/AlaaLab/InstructCV

DiffChat: Learning to Chat with Text-to-Image Synthesis Models for Interactive Image Creation

Jiapeng Wang, Chengyu Wang, Tingfeng Cao, Jun Huang, Lianwen Jin

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

Fair Text-to-Image Diffusion via Fair Mapping

Jia Li, Lijie Hu, Jingfeng Zhang, Tianhang Zheng, Hua Zhang, Di Wang

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

LLM-grounded Diffusion: Enhancing Prompt Understanding of Text-to-Image Diffusion Models with Large Language Models

Long Lian, Boyi Li, Adam Yala, Trevor Darrell

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

Comments Transactions on Machine Learning Research (TMLR) 2024, with Featured Certification

LLM Blueprint: Enabling Text-to-Image Generation with Complex and Detailed Prompts

Hanan Gani, Shariq Farooq Bhat, Muzammal Naseer, Salman Khan, Peter Wonka

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

Comments Accepted at ICLR 2024

Learning Continuous 3D Words for Text-to-Image Generation

Ta-Ying Cheng, Matheus Gadelha, Thibault Groueix, Matthew Fisher, Radomir Mech, Andrew Markham, Niki Trigoni

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

Comments Project Page: https://ttchengab.github.io/continuous_3d_words

Divide and Conquer: Language Models can Plan and Self-Correct for Compositional Text-to-Image Generation

Zhenyu Wang, Enze Xie, Aoxue Li, Zhongdao Wang, Xihui Liu, Zhenguo Li

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

Object-Driven One-Shot Fine-tuning of Text-to-Image Diffusion with Prototypical Embedding

Jianxiang Lu, Cong Xie, Hui Guo

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