图像生成

Plug-and-Play Interpretable Responsible Text-to-Image Generation via Dual-Space Multi-facet Concept Control

Basim Azam, Naveed Akhtar

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

Surgical Text-to-Image Generation

Chinedu Innocent Nwoye, Rupak Bose, Kareem Elgohary, Lorenzo Arboit, Giorgio Carlino, Joël L. Lavanchy, Pietro Mascagni, Nicolas Padoy

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

Comments 13 pages, 13 figures, 3 tables, published in Pattern Recognition Letters 2025, project page at https://camma-public.github.io/endogen/

Journal ref Pattern Recognition Letters, Volume 190, April 2025, Pages 73-80

A Comprehensive Survey on Visual Concept Mining in Text-to-image Diffusion Models

Ziqiang Li, Jun Li, Lizhi Xiong, Zhangjie Fu, Zechao Li

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

Comments Under review

EditID: Training-Free Editable ID Customization for Text-to-Image Generation

Guandong Li, Zhaobin Chu

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

DriveGEN: Generalized and Robust 3D Detection in Driving via Controllable Text-to-Image Diffusion Generation

Hongbin Lin, Zilu Guo, Yifan Zhang, Shuaicheng Niu, Yafeng Li, Ruimao Zhang, Shuguang Cui, Zhen Li

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

Comments Accepted by CVPR 2025

Silent Branding Attack: Trigger-free Data Poisoning Attack on Text-to-Image Diffusion Models

Sangwon Jang, June Suk Choi, Jaehyeong Jo, Kimin Lee, Sung Ju Hwang

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

Comments CVPR 2025. Project page: https://silent-branding.github.io/

Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding

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

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

Comments ICLR 2025; Codes: https://github.com/tyshiwo1/Accelerating-T2I-AR-with-SJD/

DiffExp: Efficient Exploration in Reward Fine-tuning for Text-to-Image Diffusion Models

Daewon Chae, June Suk Choi, Jinkyu Kim, Kimin Lee

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

Comments AAAI 2025

Comprehensive Assessment and Analysis for NSFW Content Erasure in Text-to-Image Diffusion Models

Die Chen, Zhiwen Li, Cen Chen, Xiaodan Li, Jinyan Ye

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

StyleBlend: Enhancing Style-Specific Content Creation in Text-to-Image Diffusion Models

Zichong Chen, Shijin Wang, Yang Zhou

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

Comments Accepted to Eurographics 2025. Project page: https://zichongc.github.io/StyleBlend/

Skrr: Skip and Re-use Text Encoder Layers for Memory Efficient Text-to-Image Generation

Hoigi Seo, Wongi Jeong, Jae-sun Seo, Se Young Chun

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

DGQ: Distribution-Aware Group Quantization for Text-to-Image Diffusion Models

Hyogon Ryu, NaHyeon Park, Hyunjung Shim

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

Comments Accepted ICLR 2025. Project page: https://ugonfor.kr/DGQ

Mining Your Own Secrets: Diffusion Classifier Scores for Continual Personalization of Text-to-Image Diffusion Models

Saurav Jha, Shiqi Yang, Masato Ishii, Mengjie Zhao, Christian Simon, Muhammad Jehanzeb Mirza, Dong Gong, Lina Yao, Shusuke Takahashi, Yuki Mitsufuji

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

Comments Accepted to ICLR 2025

Heterogeneous Image GNN: Graph-Conditioned Diffusion for Image Synthesis

Rupert Menneer, Christos Margadji, Sebastian W. Pattinson

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

PreciseCam: Precise Camera Control for Text-to-Image Generation

Edurne Bernal-Berdun, Ana Serrano, Belen Masia, Matheus Gadelha, Yannick Hold-Geoffroy, Xin Sun, Diego Gutierrez

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

Continuous Concepts Removal in Text-to-image Diffusion Models

Tingxu Han, Weisong Sun, Yanrong Hu, Chunrong Fang, Yonglong Zhang, Shiqing Ma, Tao Zheng, Zhenyu Chen, Zhenting Wang

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

Discriminative Class Tokens for Text-to-Image Diffusion Models

Idan Schwartz, Vésteinn Snæbjarnarson, Hila Chefer, Ryan Cotterell, Serge Belongie, Lior Wolf, Sagie Benaim

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

Comments ICCV 2023

CCIS-Diff: A Generative Model with Stable Diffusion Prior for Controlled Colonoscopy Image Synthesis

Yifan Xie, Jingge Wang, Tao Feng, Fei Ma, Yang Li

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

Comments 5 pages, 4 figures

VersaGen: Unleashing Versatile Visual Control for Text-to-Image Synthesis

Zhipeng Chen, Lan Yang, Yonggang Qi, Honggang Zhang, Kaiyue Pang, Ke Li, Yi-Zhe Song

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

Comments The paper has been accepted by AAAI 2025. Paper code: https://github.com/FelixChan9527/VersaGen_official

Improving GFlowNets for Text-to-Image Diffusion Alignment

Dinghuai Zhang, Yizhe Zhang, Jiatao Gu, Ruixiang Zhang, Josh Susskind, Navdeep Jaitly, Shuangfei Zhai

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

Explaining in Diffusion: Explaining a Classifier Through Hierarchical Semantics with Text-to-Image Diffusion Models

Tahira Kazimi, Ritika Allada, Pinar Yanardag

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

Direct Consistency Optimization for Robust Customization of Text-to-Image Diffusion Models

Kyungmin Lee, Sangkyung Kwak, Kihyuk Sohn, Jinwoo Shin

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

Comments NeurIPS 2024. Project page: https://dco-t2i.github.io/

Fast Prompt Alignment for Text-to-Image Generation

Khalil Mrini, Hanlin Lu, Linjie Yang, Weilin Huang, Heng Wang

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

Comments TikTok Technical Report

Ctrl-X: Controlling Structure and Appearance for Text-To-Image Generation Without Guidance

Kuan Heng Lin, Sicheng Mo, Ben Klingher, Fangzhou Mu, Bolei Zhou

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

Comments 22 pages, 17 figures, see project page at https://genforce.github.io/ctrl-x

FiVA: Fine-grained Visual Attribute Dataset for Text-to-Image Diffusion Models

Tong Wu, Yinghao Xu, Ryan Po, Mengchen Zhang, Guandao Yang, Jiaqi Wang, Ziwei Liu, Dahua Lin, Gordon Wetzstein

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

Comments NeurIPS 2024 (Datasets and Benchmarks Track); Project page: https://fiva-dataset.github.io/

LayerFusion: Harmonized Multi-Layer Text-to-Image Generation with Generative Priors

Yusuf Dalva, Yijun Li, Qing Liu, Nanxuan Zhao, Jianming Zhang, Zhe Lin, Pinar Yanardag

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

Comments Project page: https://layerfusion.github.io

Geometry-guided Cross-view Diffusion for One-to-many Cross-view Image Synthesis

Tao Jun Lin, Wenqing Wang, Yujiao Shi, Akhil Perincherry, Ankit Vora, Hongdong Li

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

Towards Understanding and Quantifying Uncertainty for Text-to-Image Generation

Gianni Franchi, Dat Nguyen Trong, Nacim Belkhir, Guoxuan Xia, Andrea Pilzer

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

Comments 28 pages and 22 figures

Safety Alignment Backfires: Preventing the Re-emergence of Suppressed Concepts in Fine-tuned Text-to-Image Diffusion Models

Sanghyun 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 20 pages, 18 figures

Bridging the Gap: Aligning Text-to-Image Diffusion Models with Specific Feedback

Xuexiang Niu, Jinping Tang, Lei Wang, Ge Zhu

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