图像生成

SimpleAR: Pushing the Frontier of Autoregressive Visual Generation through Pretraining, SFT, and RL

Junke Wang, Zhi Tian, Xun Wang, Xinyu Zhang, Weilin Huang, Zuxuan Wu, Yu-Gang Jiang

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

Comments technical report, work in progress

PonderV2: Pave the Way for 3D Foundation Model with A Universal Pre-training Paradigm

Haoyi Zhu, Honghui Yang, Xiaoyang Wu, Di Huang, Sha Zhang, Xianglong He, Hengshuang Zhao, Chunhua Shen, Yu Qiao, Tong He, Wanli Ouyang

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

Comments arXiv admin note: text overlap with arXiv:2301.00157

Multi-modal Contrastive Learning for Tumor-specific Missing Modality Synthesis

Minjoo Lim, Bogyeong Kang, Tae-Eui Kam

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

PartStickers: Generating Parts of Objects for Rapid Prototyping

Mo Zhou, Josh Myers-Dean, Danna Gurari

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

Comments Accepted to CVPR CVEU workshop 2025

Generative Adversarial Networks with Limited Data: A Survey and Benchmarking

Omar De Mitri, Ruyu Wang, Marco F. Huber

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

MobilePortrait: Real-Time One-Shot Neural Head Avatars on Mobile Devices

Jianwen Jiang, Gaojie Lin, Zhengkun Rong, Chao Liang, Yongming Zhu, Jiaqi Yang, Tianyun Zhong

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

Comments CVPR 2025

Attributed Synthetic Data Generation for Zero-shot Domain-specific Image Classification

Shijian Wang, Linxin Song, Ryotaro Shimizu, Masayuki Goto, Hanqian Wu

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

Thermoxels: a voxel-based method to generate simulation-ready 3D thermal models

Etienne Chassaing, Florent Forest, Olga Fink, Malcolm Mielle

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

Comments 7 pages, 2 figures

FLAIRBrainSeg: Fine-grained brain segmentation using FLAIR MRI only

Edern Le Bot, Rémi Giraud, Boris Mansencal, Thomas Tourdias, Josè V. Manjon, Pierrick Coupé

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

Comments 9 pages, 6 figures

Evaluating Compositional Scene Understanding in Multimodal Generative Models

Shuhao Fu, Andrew Jun Lee, Anna Wang, Ida Momennejad, Trevor Bihl, Hongjing Lu, Taylor W. Webb

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

Enhancing Vision-Language Compositional Understanding with Multimodal Synthetic Data

Haoxin Li, Boyang Li

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

Sustainable techniques to improve Data Quality for training image-based explanatory models for Recommender Systems

Jorge Paz-Ruza, David Esteban-Martínez, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas

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

Nepotistically Trained Generative-AI Models Collapse

Matyas Bohacek, Hany Farid

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

Journal ref Published in ICLR DATA-FM Workshop, 2025

Beyond Intermediate States: Explaining Visual Redundancy through Language

Dingchen Yang, Bowen Cao, Anran Zhang, Weibo Gu, Winston Hu, Guang Chen

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

Learning Visual Generative Priors without Text

Shuailei Ma, Kecheng Zheng, Ying Wei, Wei Wu, Fan Lu, Yifei Zhang, Chen-Wei Xie, Biao Gong, Jiapeng Zhu, Yujun Shen

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

Comments Project Page: https://ant-research.github.io/lumos

Is JPEG AI going to change image forensics?

Edoardo Daniele Cannas, Sara Mandelli, Nataša Popović, Ayman Alkhateeb, Alessandro Gnutti, Paolo Bestagini, Stefano Tubaro

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

The Power of One: A Single Example is All it Takes for Segmentation in VLMs

Mir Rayat Imtiaz Hossain, Mennatullah Siam, Leonid Sigal, James J. Little

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

ImageScope: Unifying Language-Guided Image Retrieval via Large Multimodal Model Collective Reasoning

Pengfei Luo, Jingbo Zhou, Tong Xu, Yuan Xia, Linli Xu, Enhong Chen

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

Comments WWW 2025

Decoupled Doubly Contrastive Learning for Cross Domain Facial Action Unit Detection

Yong Li, Menglin Liu, Zhen Cui, Yi Ding, Yuan Zong, Wenming Zheng, Shiguang Shan, Cuntai Guan

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

Comments Accepted by IEEE Transactions on Image Processing 2025. A novel and elegant feature decoupling method for cross-domain facial action unit detection

Journal ref IEEE Transactions on Image Processing 2025

MAGIC: Mastering Physical Adversarial Generation in Context through Collaborative LLM Agents

Yun Xing, Nhat Chung, Jie Zhang, Yue Cao, Ivor Tsang, Yang Liu, Lei Ma, Qing Guo

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

NeAS: 3D Reconstruction from X-ray Images using Neural Attenuation Surface

Chengrui Zhu, Ryoichi Ishikawa, Masataka Kagesawa, Tomohisa Yuzawa, Toru Watsuji, Takeshi Oishi

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

Your Large Vision-Language Model Only Needs A Few Attention Heads For Visual Grounding

Seil Kang, Jinyeong Kim, Junhyeok Kim, Seong Jae Hwang

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

DoraCycle: Domain-Oriented Adaptation of Unified Generative Model in Multimodal Cycles

Rui Zhao, Weijia Mao, Mike Zheng Shou

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

Comments CVPR 2025

Mind the Gesture: Evaluating AI Sensitivity to Culturally Offensive Non-Verbal Gestures

Akhila Yerukola, Saadia Gabriel, Nanyun Peng, Maarten Sap

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

Comments 40 pages, 49 figures

Creative Blends of Visual Concepts

Zhida Sun, Zhenyao Zhang, Yue Zhang, Min Lu, Dani Lischinski, Daniel Cohen-Or, Hui Huang

专题命中 文生图 ：text-to-image(abstract)；分类 cs.GR

Comments Accepted to ACM CHI 2025

Descriminative-Generative Custom Tokens for Vision-Language Models

Pramuditha Perera, Matthew Trager, Luca Zancato, Alessandro Achille, Stefano Soatto

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

COCONut-PanCap: Joint Panoptic Segmentation and Grounded Captions for Fine-Grained Understanding and Generation

Xueqing Deng, Qihang Yu, Ali Athar, Chenglin Yang, Linjie Yang, Xiaojie Jin, Xiaohui Shen, Liang-Chieh Chen

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

Comments project website: https://xdeng7.github.io/coconut.github.io/coconut_pancap.html

Layer Separation: Adjustable Joint Space Width Images Synthesis in Conventional Radiography

Haolin Wang, Yafei Ou, Prasoon Ambalathankandy, Gen Ota, Pengyu Dai, Masayuki Ikebe, Kenji Suzuki, Tamotsu Kamishima

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

RODEO: Robust Outlier Detection via Exposing Adaptive Out-of-Distribution Samples

Hossein Mirzaei, Mohammad Jafari, Hamid Reza Dehbashi, Ali Ansari, Sepehr Ghobadi, Masoud Hadi, Arshia Soltani Moakhar, Mohammad Azizmalayeri, Mahdieh Soleymani Baghshah, Mohammad Hossein Rohban

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

Comments Accepted at the Forty-First International Conference on Machine Learning (ICML) 2024. The implementation of our work is available at: \url{https://github.com/rohban-lab/RODEO}

MetaDecorator: Generating Immersive Virtual Tours through Multimodality

Shuang Xie, Yang Liu, Jeannie S. A. Lee, Haiwei Dong

专题命中 文生图 ：image synthesis(abstract)；分类 cs.MM