图像生成

AI-generated faces influence gender stereotypes and racial homogenization

Nouar AlDahoul, Talal Rahwan, Yasir Zaki

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

Comments 47 pages, 19 figures

SynArtifact: Classifying and Alleviating Artifacts in Synthetic Images via Vision-Language Model

Bin Cao, Jianhao Yuan, Yexin Liu, Jian Li, Shuyang Sun, Jing Liu, Bo Zhao

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

Towards More Accurate Fake Detection on Images Generated from Advanced Generative and Neural Rendering Models

Chengdong Dong, Vijayakumar Bhagavatula, Zhenyu Zhou, Ajay Kumar

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

Comments 13 pages, 8 Figures

Emotion Classification of Children Expressions

Sanchayan Vivekananthan

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

Semi-Truths: A Large-Scale Dataset of AI-Augmented Images for Evaluating Robustness of AI-Generated Image detectors

Anisha Pal, Julia Kruk, Mansi Phute, Manognya Bhattaram, Diyi Yang, Duen Horng Chau, Judy Hoffman

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

Comments Accepted at NeurIPS 2024 Track Datasets & Benchmarks Track

In-Context Translation: Towards Unifying Image Recognition, Processing, and Generation

Han Xue, Qianru Sun, Li Song, Wenjun Zhang, Zhiwu Huang

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

A Unified Debiasing Approach for Vision-Language Models across Modalities and Tasks

Hoin Jung, Taeuk Jang, Xiaoqian Wang

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

Comments NeurIPS 2024 (Spotlight), the Thirty-Eighth Annual Conference on Neural Information Processing Systems

ImageInWords: Unlocking Hyper-Detailed Image Descriptions

Roopal Garg, Andrea Burns, Burcu Karagol Ayan, Yonatan Bitton, Ceslee Montgomery, Yasumasa Onoe, Andrew Bunner, Ranjay Krishna, Jason Baldridge, Radu Soricut

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

Comments Webpage (https://google.github.io/imageinwords), GitHub (https://github.com/google/imageinwords), HuggingFace (https://huggingface.co/datasets/google/imageinwords)

CV-VAE: A Compatible Video VAE for Latent Generative Video Models

Sijie Zhao, Yong Zhang, Xiaodong Cun, Shaoshu Yang, Muyao Niu, Xiaoyu Li, Wenbo Hu, Ying Shan

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

Comments Project Page: https://ailab-cvc.github.io/cvvae/index.html

PUMA: Empowering Unified MLLM with Multi-granular Visual Generation

Rongyao Fang, Chengqi Duan, Kun Wang, Hao Li, Hao Tian, Xingyu Zeng, Rui Zhao, Jifeng Dai, Hongsheng Li, Xihui Liu

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

Comments Project page: https://rongyaofang.github.io/puma/

Deep Generative Models Unveil Patterns in Medical Images Through Vision-Language Conditioning

Xiaodan Xing, Junzhi Ning, Yang Nan, Guang Yang

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

Comments Accepted by AIM-FM Workshop of NeurIPS2024

iSeg: An Iterative Refinement-based Framework for Training-free Segmentation

Lin Sun, Jiale Cao, Jin Xie, Fahad Shahbaz Khan, Yanwei Pang

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

Comments Project Page: https://linsun449.github.io/iSeg/ Code: https://github.com/linsun449/iseg.code

LG-VQ: Language-Guided Codebook Learning

Guotao Liang, Baoquan Zhang, Yaowei Wang, Xutao Li, Yunming Ye, Huaibin Wang, Chuyao Luo, Kola Ye, linfeng Luo

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

Comments Accepted by NeurIPS 2024

Journal ref NeurIPS 2024

ObjectCompose: Evaluating Resilience of Vision-Based Models on Object-to-Background Compositional Changes

Hashmat Shadab Malik, Muhammad Huzaifa, Muzammal Naseer, Salman Khan, Fahad Shahbaz Khan

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

Journal ref Asian Conference on Computer Vision - 2024

Synthesizing beta-amyloid PET images from T1-weighted Structural MRI: A Preliminary Study

Qing Lyu, Jin Young Kim, Jeongchul Kim, Christopher T Whitlow

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

LEMON: Localized Editing with Mesh Optimization and Neural Shaders

Furkan Mert Algan, Umut Yazgan, Driton Salihu, Cem Eteke, Eckehard Steinbach

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

GLEAN: Generative Learning for Eliminating Adversarial Noise

Justin Lyu Kim, Kyoungwan Woo

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

VideoStudio: Generating Consistent-Content and Multi-Scene Videos

Fuchen Long, Zhaofan Qiu, Ting Yao, Tao Mei

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

Comments ECCV 2024. Source code is available at https://github.com/FuchenUSTC/VideoStudio

Can OOD Object Detectors Learn from Foundation Models?

Jiahui Liu, Xin Wen, Shizhen Zhao, Yingxian Chen, Xiaojuan Qi

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

Comments 19 pages, 4 figures

Journal ref European Conference on Computer Vision (ECCV) 2024

Towards Generative Class Prompt Learning for Fine-grained Visual Recognition

Soumitri Chattopadhyay, Sanket Biswas, Emanuele Vivoli, Josep Lladós

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

Comments Accepted in BMVC 2024

GarmentAligner: Text-to-Garment Generation via Retrieval-augmented Multi-level Corrections

Shiyue Zhang, Zheng Chong, Xujie Zhang, Hanhui Li, Yuhao Cheng, Yiqiang Yan, Xiaodan Liang

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

Comments Accepted by ECCV 2024

Instruction Tuning-free Visual Token Complement for Multimodal LLMs

Dongsheng Wang, Jiequan Cui, Miaoge Li, Wang Lin, Bo Chen, Hanwang Zhang

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

Comments Accepted by ECCV2024 (20pages)

Long-CLIP: Unlocking the Long-Text Capability of CLIP

Beichen Zhang, Pan Zhang, Xiaoyi Dong, Yuhang Zang, Jiaqi Wang

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

Comments ECCV 2024. All codes and models are publicly available at https://github.com/beichenzbc/Long-CLIP

Free-Editor: Zero-shot Text-driven 3D Scene Editing

Nazmul Karim, Hasan Iqbal, Umar Khalid, Jing Hua, Chen Chen

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

Comments Accepted to ECCV 2024

Self-Consuming Generative Models with Curated Data Provably Optimize Human Preferences

Damien Ferbach, Quentin Bertrand, Avishek Joey Bose, Gauthier Gidel

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

Glyph-ByT5: A Customized Text Encoder for Accurate Visual Text Rendering

Zeyu Liu, Weicong Liang, Zhanhao Liang, Chong Luo, Ji Li, Gao Huang, Yuhui Yuan

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

Comments ECCV 2024, 19 pages, 19 figures

Deep Image Fingerprint: Towards Low Budget Synthetic Image Detection and Model Lineage Analysis

Sergey Sinitsa, Ohad Fried

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

AstroSpy: On detecting Fake Images in Astronomy via Joint Image-Spectral Representations

Mohammed Talha Alam, Raza Imam, Mohsen Guizani, Fakhri Karray

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

Unmasking the Veil: An Investigation into Concept Ablation for Privacy and Copyright Protection in Images

Shivank Garg, Manyana Tiwari

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

They're All Doctors: Synthesizing Diverse Counterfactuals to Mitigate Associative Bias

Salma Abdel Magid, Jui-Hsien Wang, Kushal Kafle, Hanspeter Pfister

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