图像生成

Adversarial Robustification via Text-to-Image Diffusion Models

Daewon Choi, Jongheon Jeong, Huiwon Jang, Jinwoo Shin

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

Comments Code is available at https://github.com/ChoiDae1/robustify-T2I

R.A.C.E.: Robust Adversarial Concept Erasure for Secure Text-to-Image Diffusion Model

Changhoon Kim, Kyle Min, Yezhou Yang

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

Comments Accepted at ECCV 2024

$\infty$-Brush: Controllable Large Image Synthesis with Diffusion Models in Infinite Dimensions

Minh-Quan Le, Alexandros Graikos, Srikar Yellapragada, Rajarsi Gupta, Joel Saltz, Dimitris Samaras

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

Comments Accepted to ECCV 2024. Project page: https://histodiffusion.github.io

Unveiling Structural Memorization: Structural Membership Inference Attack for Text-to-Image Diffusion Models

Qiao Li, Xiaomeng Fu, Xi Wang, Jin Liu, Xingyu Gao, Jiao Dai, Jizhong Han

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

Receler: Reliable Concept Erasing of Text-to-Image Diffusion Models via Lightweight Erasers

Chi-Pin Huang, Kai-Po Chang, Chung-Ting Tsai, Yung-Hsuan Lai, Fu-En Yang, Yu-Chiang Frank Wang

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

Comments ECCV 2024. Project page: https://jasper0314-huang.github.io/receler-concept-erasing/

T2IShield: Defending Against Backdoors on Text-to-Image Diffusion Models

Zhongqi Wang, Jie Zhang, Shiguang Shan, Xilin Chen

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

Comments Accepted by ECCV2024

Diff-Tracker: Text-to-Image Diffusion Models are Unsupervised Trackers

Zhengbo Zhang, Li Xu, Duo Peng, Hossein Rahmani, Jun Liu

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

Comments ECCV 2024

ProTIP: Probabilistic Robustness Verification on Text-to-Image Diffusion Models against Stochastic Perturbation

Yi Zhang, Yun Tang, Wenjie Ruan, Xiaowei Huang, Siddartha Khastgir, Paul Jennings, Xingyu Zhao

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

Comments Accepted by ECCV24

MARS: Mixture of Auto-Regressive Models for Fine-grained Text-to-image Synthesis

Wanggui He, Siming Fu, Mushui Liu, Xierui Wang, Wenyi Xiao, Fangxun Shu, Yi Wang, Lei Zhang, Zhelun Yu, Haoyuan Li, Ziwei Huang, LeiLei Gan, Hao Jiang

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

Comments 14 pages, 9 figures

Post-training Quantization for Text-to-Image Diffusion Models with Progressive Calibration and Activation Relaxing

Siao Tang, Xin Wang, Hong Chen, Chaoyu Guan, Zewen Wu, Yansong Tang, Wenwu Zhu

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

Comments Accepted by ECCV2024

Segmentation-Free Guidance for Text-to-Image Diffusion Models

Kambiz Azarian, Debasmit Das, Qiqi Hou, Fatih Porikli

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

Efficient Personalized Text-to-image Generation by Leveraging Textual Subspace

Shian Du, Xiaotian Cheng, Qi Qian, Henglu Wei, Yi Xu, Xiangyang Ji

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

Prompt Refinement with Image Pivot for Text-to-Image Generation

Jingtao Zhan, Qingyao Ai, Yiqun Liu, Yingwei Pan, Ting Yao, Jiaxin Mao, Shaoping Ma, Tao Mei

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

Comments Accepted by ACL 2024

FakeInversion: Learning to Detect Images from Unseen Text-to-Image Models by Inverting Stable Diffusion

George Cazenavette, Avneesh Sud, Thomas Leung, Ben Usman

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

Comments Project page: https://fake-inversion.github.io

Journal ref CVPR 2024

Zero-Painter: Training-Free Layout Control for Text-to-Image Synthesis

Marianna Ohanyan, Hayk Manukyan, Zhangyang Wang, Shant Navasardyan, Humphrey Shi

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

Stochastic Conditional Diffusion Models for Robust Semantic Image Synthesis

Juyeon Ko, Inho Kong, Dogyun Park, Hyunwoo J. Kim

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

Comments ICML 2024

Computational Tradeoffs in Image Synthesis: Diffusion, Masked-Token, and Next-Token Prediction

Maciej Kilian, Varun Jampani, Luke Zettlemoyer

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

A Dense Reward View on Aligning Text-to-Image Diffusion with Preference

Shentao Yang, Tianqi Chen, Mingyuan Zhou

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

Comments 41st International Conference on Machine Learning (ICML 2024)

Pre-trained Text-to-Image Diffusion Models Are Versatile Representation Learners for Control

Gunshi Gupta, Karmesh Yadav, Yarin Gal, Dhruv Batra, Zsolt Kira, Cong Lu, Tim G. J. Rudner

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

Continual Diffusion: Continual Customization of Text-to-Image Diffusion with C-LoRA

James Seale Smith, Yen-Chang Hsu, Lingyu Zhang, Ting Hua, Zsolt Kira, Yilin Shen, Hongxia Jin

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

Comments Transactions on Machine Learning Research (TMLR) 2024

WOUAF: Weight Modulation for User Attribution and Fingerprinting in Text-to-Image Diffusion Models

Changhoon Kim, Kyle Min, Maitreya Patel, Sheng Cheng, Yezhou Yang

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

Comments Accepted at CVPR 2024

Prompt Optimizer of Text-to-Image Diffusion Models for Abstract Concept Understanding

Zezhong Fan, Xiaohan Li, Chenhao Fang, Topojoy Biswas, Kaushiki Nag, Jianpeng Xu, Kannan Achan

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

Comments WWW 2024 Companion

$λ$-ECLIPSE: Multi-Concept Personalized Text-to-Image Diffusion Models by Leveraging CLIP Latent Space

Maitreya Patel, Sangmin Jung, Chitta Baral, Yezhou Yang

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

Comments Project page: https://eclipse-t2i.github.io/Lambda-ECLIPSE/

Ranni: Taming Text-to-Image Diffusion for Accurate Instruction Following

Yutong Feng, Biao Gong, Di Chen, Yujun Shen, Yu Liu, Jingren Zhou

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

DIAGNOSIS: Detecting Unauthorized Data Usages in Text-to-image Diffusion Models

Zhenting Wang, Chen Chen, Lingjuan Lyu, Dimitris N. Metaxas, Shiqing Ma

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

Comments ICLR 2024

MIST: Mitigating Intersectional Bias with Disentangled Cross-Attention Editing in Text-to-Image Diffusion Models

Hidir Yesiltepe, Kiymet Akdemir, Pinar Yanardag

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

Capability-aware Prompt Reformulation Learning for Text-to-Image Generation

Jingtao Zhan, Qingyao Ai, Yiqun Liu, Jia Chen, Shaoping Ma

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

Comments Accepted at SIGIR 2024

FlashEval: Towards Fast and Accurate Evaluation of Text-to-image Diffusion Generative Models

Lin Zhao, Tianchen Zhao, Zinan Lin, Xuefei Ning, Guohao Dai, Huazhong Yang, Yu Wang

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

Comments The paper is accepted by CVPR 2024

Text-to-Image Diffusion Models are Great Sketch-Photo Matchmakers

Subhadeep Koley, Ayan Kumar Bhunia, Aneeshan Sain, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song

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

Comments Accepted in CVPR 2024. Project page available at https://subhadeepkoley.github.io/DiffusionZSSBIR

Ultra-High-Resolution Image Synthesis with Pyramid Diffusion Model

Jiajie Yang

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

Comments Preprint Version