图像生成

Unlocking the Potential of Text-to-Image Diffusion with PAC-Bayesian Theory

Eric Hanchen Jiang, Yasi Zhang, Zhi Zhang, Yixin Wan, Andrew Lizarraga, Shufan Li, Ying Nian Wu

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

CoCoNO: Attention Contrast-and-Complete for Initial Noise Optimization in Text-to-Image Synthesis

Aravindan Sundaram, Ujjayan Pal, Abhimanyu Chauhan, Aishwarya Agarwal, Srikrishna Karanam

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

Comments 15 pages, 12 figures

HanDiffuser: Text-to-Image Generation With Realistic Hand Appearances

Supreeth Narasimhaswamy, Uttaran Bhattacharya, Xiang Chen, Ishita Dasgupta, Saayan Mitra, Minh Hoai

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

Comments Revisions: 1. Added a link to project page in the abstract, 2. Updated references and related work, 3. Fixed some grammatical errors

Journal ref In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024, Seattle, Washington, USA

Skews in the Phenomenon Space Hinder Generalization in Text-to-Image Generation

Yingshan Chang, Yasi Zhang, Zhiyuan Fang, Yingnian Wu, Yonatan Bisk, Feng Gao

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

Towards Lifelong Few-Shot Customization of Text-to-Image Diffusion

Nan Song, Xiaofeng Yang, Ze Yang, Guosheng Lin

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

Optimizing Negative Prompts for Enhanced Aesthetics and Fidelity in Text-To-Image Generation

Michael Ogezi, Ning Shi

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

Image Synthesis with Class-Aware Semantic Diffusion Models for Surgical Scene Segmentation

Yihang Zhou, Rebecca Towning, Zaid Awad, Stamatia Giannarou

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

Reliable and Efficient Concept Erasure of Text-to-Image Diffusion Models

Chao Gong, Kai Chen, Zhipeng Wei, Jingjing Chen, Yu-Gang Jiang

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

Comments ECCV 2024 accepted

FairQueue: Rethinking Prompt Learning for Fair Text-to-Image Generation

Christopher T. H Teo, Milad Abdollahzadeh, Xinda Ma, Ngai-man Cheung

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

Comments Accepted in NeurIPS24

RealignDiff: Boosting Text-to-Image Diffusion Model with Coarse-to-fine Semantic Re-alignment

Zutao Jiang, Guian Fang, Jianhua Han, Guansong Lu, Hang Xu, Shengcai Liao, Xiaojun Chang, Xiaodan Liang

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

How to Continually Adapt Text-to-Image Diffusion Models for Flexible Customization?

Jiahua Dong, Wenqi Liang, Hongliu Li, Duzhen Zhang, Meng Cao, Henghui Ding, Salman Khan, Fahad Shahbaz Khan

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

Comments Accepted to NeurIPS2024

Uncovering Regional Defaults from Photorealistic Forests in Text-to-Image Generation with DALL-E 2

Zilong Liu, Krzysztof Janowicz, Kitty Currier, Meilin Shi

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

Comments Accepted by the 16th Conference on Spatial Information Theory (COSIT 2024): https://cosit.ca

Context-Aware Full Body Anonymization using Text-to-Image Diffusion Models

Pascal Zwick, Kevin Roesch, Marvin Klemp, Oliver Bringmann

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

Beyond Thumbs Up/Down: Untangling Challenges of Fine-Grained Feedback for Text-to-Image Generation

Katherine M. Collins, Najoung Kim, Yonatan Bitton, Verena Rieser, Shayegan Omidshafiei, Yushi Hu, Sherol Chen, Senjuti Dutta, Minsuk Chang, Kimin Lee, Youwei Liang, Georgina Evans, Sahil Singla, Gang Li, Adrian Weller, Junfeng He, Deepak Ramachandran, Krishnamurthy Dj Dvijotham

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

Towards Reliable Verification of Unauthorized Data Usage in Personalized Text-to-Image Diffusion Models

Boheng Li, Yanhao Wei, Yankai Fu, Zhenting Wang, Yiming Li, Jie Zhang, Run Wang, Tianwei Zhang

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

Comments To appear in the IEEE Symposium on Security & Privacy, May 2025

Editing Massive Concepts in Text-to-Image Diffusion Models

Tianwei Xiong, Yue Wu, Enze Xie, Yue Wu, Zhenguo Li, Xihui Liu

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

Comments Project page: https://silentview.github.io/EMCID/ . Code: https://github.com/SilentView/EMCID

EvolveDirector: Approaching Advanced Text-to-Image Generation with Large Vision-Language Models

Rui Zhao, Hangjie Yuan, Yujie Wei, Shiwei Zhang, Yuchao Gu, Lingmin Ran, Xiang Wang, Zhangjie Wu, Junhao Zhang, Yingya Zhang, Mike Zheng Shou

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

Magnet: We Never Know How Text-to-Image Diffusion Models Work, Until We Learn How Vision-Language Models Function

Chenyi Zhuang, Ying Hu, Pan Gao

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

Comments Accepted to NeurIPS 2024. Code is available at https://github.com/I2-Multimedia-Lab/Magnet

Pre-trained Language Models Do Not Help Auto-regressive Text-to-Image Generation

Yuhui Zhang, Brandon McKinzie, Zhe Gan, Vaishaal Shankar, Alexander Toshev

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

Comments Published at EMNLP 2024 Main Conference

SimInversion: A Simple Framework for Inversion-Based Text-to-Image Editing

Qi Qian, Haiyang Xu, Ming Yan, Juhua Hu

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

Dynamic Prompting of Frozen Text-to-Image Diffusion Models for Panoptic Narrative Grounding

Hongyu Li, Tianrui Hui, Zihan Ding, Jing Zhang, Bin Ma, Xiaoming Wei, Jizhong Han, Si Liu

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

Comments Accepted by ACM MM 2024

Elucidating Optimal Reward-Diversity Tradeoffs in Text-to-Image Diffusion Models

Rohit Jena, Ali Taghibakhshi, Sahil Jain, Gerald Shen, Nima Tajbakhsh, Arash Vahdat

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

Training-free Color-Style Disentanglement for Constrained Text-to-Image Synthesis

Aishwarya Agarwal, Srikrishna Karanam, 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 16 pages, 17 figures

Defending Text-to-image Diffusion Models: Surprising Efficacy of Textual Perturbations Against Backdoor Attacks

Oscar Chew, Po-Yi Lu, Jayden Lin, Hsuan-Tien Lin

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

Comments ECCV 2024 Workshop The Dark Side of Generative AIs and Beyond

Local Conditional Controlling for Text-to-Image Diffusion Models

Yibo Zhao, Liang Peng, Yang Yang, Zekai Luo, Hengjia Li, Yao Chen, Zheng Yang, Xiaofei He, Wei Zhao, qinglin lu, Boxi Wu, Wei Liu

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

Latent Guard: a Safety Framework for Text-to-image Generation

Runtao Liu, Ashkan Khakzar, Jindong Gu, Qifeng Chen, Philip Torr, Fabio Pizzati

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

Comments This paper has been accepted to ECCV 2024

ANNA: Abstractive Text-to-Image Synthesis with Filtered News Captions

Aashish Anantha Ramakrishnan, Sharon X. Huang, Dongwon Lee

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

Comments To appear in the ACL 3rd Workshop on Advances in Language and Vision Research (ALVR), Bangkok, Thailand, August 2024, https://alvr-workshop.github.io

Safeguard Text-to-Image Diffusion Models with Human Feedback Inversion

Sanghyun Kim, Seohyeon Jung, Balhae Kim, Moonseok Choi, Jinwoo Shin, Juho Lee

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

Comments ECCV 2024. 56 pages, 24 figures. Caution: This paper contains discussions and examples related to harmful content, including text and images. Reader discretion is advised. Code is available at https://github.com/nannullna/safeguard-hfi

Reproducibility Study of "ITI-GEN: Inclusive Text-to-Image Generation"

Daniel Gallo Fernández, Răzvan-Andrei Matisan, Alejandro Monroy Muñoz, Janusz Partyka

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

Comments Accepted to TMLR, see https://openreview.net/forum?id=d3Vj360Wi2

ViewDiff: 3D-Consistent Image Generation with Text-to-Image Models

Lukas Höllein, Aljaž Božič, Norman Müller, David Novotny, Hung-Yu Tseng, Christian Richardt, Michael Zollhöfer, Matthias Nießner

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

Comments Accepted to CVPR 2024, project page: https://lukashoel.github.io/ViewDiff/, video: https://www.youtube.com/watch?v=SdjoCqHzMMk, code: https://github.com/facebookresearch/ViewDiff