Large-Scale Image Datasets

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  1. Beyond Emotion Prompts: Fine-Grained Text-to-Image Generation Driven by Valence-Arousal-Dominance

    Sep 21, 2026Minglang Li, Yueyue Fang, Xieping GaoLarge-Scale Image DatasetsEmotion Recognition

    College of Information Science and Engineering Hunan Normal University, Changsha, China

  2. JewelTry: Mask-Free Scale Aware Jewelry Virtual Try-On

    Sep 15, 2026Xinlei Niu, Peixia Li, Jun Wang +5Virtual Try-OnLarge-Scale Image Datasets

    Australian National University, Canberra, Australia · Amazon, Melbourne, Australia

  3. MegaStyle++: Scaling Image Style Space through Hierarchical Style Definition

    Sep 1, 2026Junyao Gao, Sibo Liu, Jiaxing Li +4Large-Scale Image DatasetsStyle

    Tongji University · Tencent · Nanyang Technological University +1

  4. Beyond Global Realism: Virtual Try-On Evaluation and Optimization with Dimension-wise Garment Fidelity Assessment

    Aug 30, 2026Kaidong Zhang, Yukang Ding, Xiaoyu Liu +1Virtual Try-OnGarments

    Taobao & Tmall Group of Alibaba · Harbin Institute of Technology

  5. MMArt: A Multi-Perspective Multimodal Dataset for Visual Art Understanding

    Aug 11, 2026Shuai Wang, Wangyuan Ding, Yixian Shen +5ArtLarge-Scale Image Datasets

    University of Amsterdam, Amsterdam, The Netherlands · Amazon AGI, United States of America · College of Business and Economics, University of Johannesburg, South Africa

  6. Precise Top-Layer Fabric Segmentation for Fabric Destacking with Edge- and Shape-Aware Deep Networks

    Aug 11, 2026Wenbo Dong, Dipankar Bhattacharya, Akinari Kobayashi +6Edge-AwareLarge-Scale Image Datasets

    JC STEM Lab of Robotics for Soft Materials, Department of Electrical and Electronic Engineering, Faculty of Engineering, The University of Hong Kong, Hong Kong SAR, China · Centre for Transformative Garment Production, Hong Kong SAR, China · Department of Electrical and Electronic Engineering, Faculty of Engineering, The University of Hong Kong, Hong Kong SAR, China

  7. Face and Voice Cross-modal Association with Learning Convex Feature Embedding

    Jul 30, 2026Taewan Kim, Jiwoo KangCross-ModalAssociations

    1Data Science Major, Dongduk Women’s University, Seoul, 02748, South Korea. · 2*Division of Artificial Intelligence Engineering, Sookmyung Women’s University, Seoul, 04310, South Korea.

  8. Oxygen-TryOn: Fashion-Native Foundation Model for Any-item Virtual Try-On

    Jul 23, 2026Yong Liu, Xiaolong Fu, Zihang Xu +10Virtual Try-OnGarments

    Oxygen AIGC Group & Joy Future Academy, JD

  9. WearWow: Native 2K Multi-Garment Virtual Try-On via Adaptive Token Packing and Preference Alignment

    Jul 22, 2026Xujie Zhang, Runyan Du, Song Chang +7GarmentsVirtual Try-On

    Shenzhen Campus of Sun Yat-sen University, China · Meitu Lab, China

  10. TAMF-VTON: Texture-Aware Mask-Free Virtual Try-On via High-Fidelity Image Synthesis

    Jul 16, 2026Jie Wang, Qian He, Gaofeng He +2Virtual Try-OnGarments

    State Key Lab of CAD & CG, Zhejiang University and Style3D Research, China · Style3D Research, China · State Key Lab of CAD & CG, Zhejiang University, China

  11. CtrlVTON: Controllable Virtual Try-On via Visual-Instance-Prompt Segmentation

    Jul 10, 2026Seungyong Lee, Hyun Jun Jang, Sangoh Kim +1Virtual Try-OnGarments

    NXN Labs · Work done during internship at NXN Labs · KAIST

  12. ReMoDEx: A Local-to-Global Relevance-Based Model Decision Explainability Framework for large-Scale Image Datasets

    Jul 8, 2026Abhay Kumar Pathak, Mrityunjay Chaubey, Manjari GuptaExplainabilityImage Classification

    Department of Computer Science, Institute of Science, Banaras Hindu University, Varanasi, India · University of Petroleum and Energy Studies, Dehradun, India

  13. High-Resolution Artwork Outpainting with Global Blueprint Guidance and Layout Control

    Jul 7, 2026Junha Kim, Hyunjoon Park, Donghyeon ChoInpaintingCanvas

    Hanyang University, Seoul, Republic of Korea

  14. HCSU: A Dataset and Benchmark for Fine-Grained Historical Calligraphy Style Understanding

    Jul 5, 2026Yinsheng Yao, Yan Liu, Chen YeHistorical ManuscriptsHandwriting

    School of Computer Science and Technology, Tongji University, Shanghai, China · The Key Laboratory of Embedded System and Service Computing, Ministry of Education, Shanghai, China

  15. SPECSIA: Stylization Dataset for Novel-View Enhancement in Drawing-based 3D Animation

    Jul 1, 2026Kyuwon Kim, Sunjae Yoon, Chang D. YooNovel View SynthesisLarge-Scale Image Datasets

    School of Electrical Engineering, KAIST, Daejeon, Republic of Korea · Department of AI, Chung-Ang University, Seoul, Republic of Korea

  16. Anchoring on Reality: Breaking the Pseudo-Target Ceiling in Makeup Transfer

    Jun 30, 2026Bo Wei, Xianhui Lin, Yi Dong +8Synthetic-To-Real Domain GapPhotorealistic Style Transfer

    1Harbin Institute of Technology · 2vivo BlueImage Lab, vivo Mobile Communication Co., Ltd · 3Nanjing University

  17. ZooClaw-FashionSigLIP2: Distilled Fine-tuning for Robust Fashion Retrieval

    Jun 26, 2026Siqiao Xue, Chunxue XuLarge-Scale Image DatasetsRecent Vision-Language Models

  18. EchoStyle: Unlocking High-Fidelity Video Stylization with Reverse Data Synthesis

    Jun 24, 2026Huaqiu Li, Jiahao Wang, Sijia Cai +4StylizationLarge-Scale Image Datasets

    The Hong Kong University of Science and Technology · Alibaba Group · Xi’an Jiaotong University

  19. PatternGSL: A Structured Specification Language for Template-Free and Simulation-Ready 3D Garments

    Jun 23, 2026Zhenyang Li, Lutao Jiang, Yizhou Zhao +4GarmentsSewing

    The University of Hong Kong, Hong Kong SAR, China · The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China · Carnegie Mellon University, Pittsburgh, PA, USA +2

  20. Advancing WordArt-Oriented Scene Text Recognition: Datasets and Methods

    Jun 23, 2026Xingsong Ye, Yongkun Du, Jiaxin Zhang +5Scene Text RecognitionLarge-Scale Image Datasets

    Institute of Trustworthy Embodied AI, Fudan University · Shanghai Key Laboratory of Multimodal Embodied AI, Fudan University · WeChat Vision, Tencent Inc. +1

  21. Boosting Text-Driven Video Segmentation via Geometry-Aware Distillation

    Jun 23, 2026Tianyu Zhu, Yingping Liang, Hesong Li +1Video Object SegmentationVisual Geometry Grounded Transformer

    Beijing Institute of Technology, Beijing, China

  22. Unmasking LAION-5B: Age, Gender, Race, and Emotion Biases in Large-Scale Image Datasets

    Jun 22, 2026Iris Dominguez-Catena, Daniel Paternain, Mikel GalarDemographicsLarge-Scale Image Datasets

    Institute of Smart Cities (ISC), Department of Statistics, Computer Science and Mathematics · Public University of Navarre · Arrosadia Campus +1

  23. MythraGen: Two-Stage Retrieval Augmented Art Generation Framework

    Jun 22, 2026Quang-Khai Le, Cong-Long Nguyen, Minh-Triet Tran +1Large-Scale Image Datasets

    University of Science, Ho Chi Minh city, Vietnam · Vietnam National University, Ho Chi Minh city, Vietnam

  24. Stitching and dimensionality effects on large artificially generated volume datasets

    Jun 18, 2026Lucas von Chamier, Jan Philipp Albrecht, Dagmar KainmüllerLarge-Scale Image DatasetsGenerative Models

    1GFZ Helmholtz-Zentrum für Geoforschung · 2Max Delbrück Center for Molecular Medicine in the Helmholtz Association · 3Helmholtz Imaging +2

  25. Exploring Multi-Modal Large Language Models and Two-Stage Fine-Tuning for Fashion Image Retrieval

    Jun 18, 2026Nguyen Cao Hoang, Hoang Bui Le, Nam Vo Hoang +1Multimodal RetrievalLarge-Scale Image Datasets

    University of Science, VNU-HCM, Ho Chi Minh, Vietnam · Vietnam National University, Ho Chi Minh, Vietnam

  26. LLM-Powered Virtual Population for Demand Simulation and Pricing

    Jun 15, 2026Chengpiao Huang, Kaizheng WangUser SimulationConsumption

    Department of Industrial Engineering and Operations Research, Columbia University. · Department of Industrial Engineering and Operations Research and Data Science Institute, Columbia University.

  27. XPASS-Vis: A Dataset for Cross-Domain Personalized Image Aesthetic Assessment

    Jun 14, 2026Takato Hayashi, Hiroaki Takahara, Candy Olivia Mawalim +4AestheticsLarge-Scale Image Datasets

    Japan Advanced Institute of Science and Technology, 1-1 Asahidai, Nomi, Ishikawa 923-1292, Japan · Communication Science Laboratories, NTT, Inc.,2026 Atsugi-shi 243-0198, Japan

  28. GarmentSketch: Large-scale Sketch-to-Fashion Benchmark

    Jun 12, 2026Duong-Duy-Khang Bui, Minh-Tan Pham, Tam V. Nguyen +2Large-Scale Image DatasetsGarments

    University of Science, Ho Chi Minh, Vietnam · Vietnam National University, Ho Chi Minh, Vietnam · University of Dayton, Ohio, United States

  29. VietFashion: Benchmarking Sketch-Text Composed Image Retrieval for Cultural Outfits

    Jun 11, 2026Hoang-Nguyen Cao, Le-Hoang Bui, Dinh-Khoi Vo +2GarmentsLarge-Scale Image Datasets

    University of Science · Ho Chi Minh City, Vietnam · Vietnam National University

  30. HairPort: In-context 3D-aware Hair Import and Transfer for Images

    Jun 10, 2026Alireza Heidari, Amirhossein Alimohammadi, Wallace Michel Pinto Lira +2Photorealistic Style TransferPortraits

    Simon Fraser University, Burnaby, Canada · Huawei Canada, Vancouver, Canada · Simon Fraser University, Vancouver, Canada

  31. FitVTON: Fit-aware Virtual Try-On via Body-Garment Size Control

    Jun 10, 2026Yiqun Ning, Ao Shen, Chenhang He +1Virtual Try-OnGarments

    Department of Computing, The Hong Kong Polytechnic University, Hong Kong · Nuvatech

  32. The 1st PortraitCraft Challenge: A CVPR 2026 Workshop Competition on Portrait Composition Understanding and Generation

    Jun 9, 2026Zijie Lou, Youyun Tang, Xiaochao Qu +40PortraitsLarge-Scale Image Datasets

  33. ReSAGE-PAR: Representational Similarity Assessment for Generative Expansion in Pedestrian Attribute Recognition

    Jun 4, 2026Pablo Ayuso-Albizu, Pablo Carballeira, Juan C. SanMiguel +1Pedestrian DetectionLarge-Scale Image Datasets

    Universidad Aut´onoma de Madrid, Madrid, Spain

  34. Chameleon: Style-Content Disentangled Framework for Cross-Domain Object Compositing

    May 31, 2026Sukhun Ko, Jeahun Sung, Soo Ye Kim +1Photorealistic Style TransferLarge-Scale Image Datasets

    CMLab, Chung-Ang University · Adobe Research

  35. FashionLens: Toward Versatile Fashion Image Retrieval via Task-Adaptive Learning

    May 21, 2026Haokun Wen, Xuemeng Song, Xinghao Xie +3Large-Scale Image DatasetsGarments

    School of Computer Science and Technology, Harbin Institute of Technology (Shenzhen), Shenzhen 518055, China · Department of Data Science, City University of Hong Kong, Hong Kong, China · Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen 518055, China +4

  36. Preferences Order, Ratings Anchor: From Fused Expert Aesthetic Ground Truth to Self-Distillation

    May 19, 2026Yuanpei Zhao, Jie Lin, Chao Zhang +5AestheticsLarge-Scale Image Datasets

    1Sichuan University · 2NetEase Fuxi AI Lab · †Work done during an internship at NetEase Fuxi AI Lab. +1

  37. StyleText: A Large-Scale Dataset and Benchmark for Stylized Scene Text Inpainting

    May 17, 2026Aleksandr Simonyan, Nipun JindalInpaintingLarge-Scale Image Datasets

    Adobe Inc.

  38. Does Synthetic Layered Design Data Benefit Layered Design Decomposition?

    May 14, 2026Kam Man Wu, Haolin Yang, Qingyu Chen +3Synthetic DataLarge-Scale Image Datasets

    1HKUST · 2Webank

  39. AI Outperforms Humans in Personalized Image Aesthetics Assessment via LLM-Based Interviews and Semantic Feature Extraction

    May 14, 2026Yoshia Abe, Tatsuya Daikoku, Yasuo KuniyoshiAestheticsAi-Generated Image Detection

    Graduate School of Information Science and Technology The University of Tokyo Bunkyo-ku, Tokyo 113-8654, Japan

  40. Fashion130K: An E-commerce Fashion Dataset for Outfit Generation with Unified Multi-modal Condition

    May 11, 2026Yu He, Ting Zhu, Yichun Liu +6GarmentsMultimodal Generation

  41. Fashion Florence: Fine-Tuning Florence-2 for Structured Fashion Attribute Extraction

    May 11, 2026Anushree BerliaLarge-Scale Image DatasetsRecent Vision-Language Models

  42. FEAT: Fashion Editing and Try-On from Any Design

    May 4, 2026Soye Kwon, Keonyoung Lee, Dahuin Jung +1GarmentsVirtual Try-On

    Department of Computer Science, Kookmin University · School of Software, Soongsil University · Department of Artificial Intelligence, Chung-Ang University

  43. CADFS: A Big CAD Program Dataset and Framework for Computer-Aided Design with Large Language Models

    May 3, 2026Vladislav Pyatov, Gleb Bobrovskikh, Saveliy Galochkin +6Computer-Aided Design ObjectsSolidworks

    1Applied AI Institute · 2AI Foundation and Algorithm Lab · 3AXXX +1

  44. A generalised pre-training strategy for deep learning networks in semantic segmentation of remotely sensed images

    Apr 30, 2026Yuan Fang, Yuanzhi Cai, Jagannath Aryal +4Remote Sensing Image SegmentationRemote Sensing

    Department of Civil Engineering, Xi’an Jiaotong-Liverpool University, Suzhou 215000, China · CSIRO Mineral Resources, Kensington, WA 6151, Australia · Department of Infrastructure Engineering, The University of Melbourne, Melbourne VIC 3010, Australia

  45. SEAL: Semantic-aware Single-image Sticker Personalization with a Large-scale Sticker-tag Dataset

    Apr 29, 2026Changhyun Roh, Yonghyun Jeong, Jonghyun Lee +2Large-Scale Image DatasetsPersonalization

    Chung-Ang University · NAVER Cloud · Lunit Inc.

  46. FASH-iCNN: Making Editorial Fashion Identity Inspectable Through Multimodal CNN Probing

    Apr 29, 2026Morayo Danielle Adeyemi, Ryan A. Rossi, Franck DernoncourtGarmentsLarge-Scale Image Datasets

    Howard University USA · Adobe Research USA

  47. StyleID: A Perception-Aware Dataset and Metric for Stylization-Agnostic Facial Identity Recognition

    Apr 23, 2026Kwan Yun, Changmin Lee, Ayeong Jeong +3StylizationFace Recognition Model

    KAIST, South Korea

  48. Towards In-Context Tone Style Transfer with A Large-Scale Triplet Dataset

    Apr 17, 2026Yuhai Deng, Huimin She, Wei Shen +4Photorealistic Style TransferStyle

    VCIP, School of Computer Science, Nankai University · OPPO AI Center, OPPO Inc. · Nankai International Advanced Research Institute (Shenzhen Futian)

  49. Dress-ED: Instruction-Guided Editing for Virtual Try-On and Try-Off

    Mar 23, 2026Davide Lobba, Fulvio Sanguigni, Bin Ren +3GarmentsVirtual Try-On

    University of Trento, Italy · University of Modena and Reggio Emilia, Italy · MBZUAI, United Arab Emirates

  50. Two-Step Data Augmentation for Masked Face Detection and Recognition: Turning Fake Masks to Real

    Dec 13, 2025Yan Yang, George Bebis, Mircea NicolescuFace Recognition ModelData Augmentation

    Department of Computer Science and Engineering, University of Nevada, Reno, 1664 N Virginia St, Reno, NV 89557, USA

  51. Rethinking Garment Conditioning in Diffusion-based Virtual Try-On: Decouple, Don't Denoise

    Nov 24, 2025Kihyun Na, Jinyoung Choi, Injung KimVirtual Try-OnGarments

    Advanced AI Talent Education and Research Group for Industrial Innovation, Handong Global University, Pohang 37554, Republic of Korea · Department of Artificial Intelligence, Computer and Electrical Engineering, Handong Global University, Pohang 37554, Republic of Korea

  52. Extending Foundational Monocular Depth Estimators to Fisheye Cameras with Calibration Tokens

    Aug 6, 2025Rit Gangopadhyay, Jung-Hee Kim, Xien Chen +3Monocular Depth EstimationCamera Intrinsics

    Yale University1 · Michigan State University2

  53. Unlocking Pretrained Vision Transformers for Time Series Classification

    Jun 10, 2025Simon Roschmann, Quentin Bouniot, Vasilii Feofanov +2Time-Series ClassificationTime Series Foundation Models

    Helmholtz Munich · Technical University of Munich · Munich Center for Machine Learning +2

  54. Training-Free, Identity-Preserving Image Editing for Fashion Pose Alignment and Normalization

    Jan 23, 2025Potito Aghilar, Vito Walter Anelli, Michelantonio Trizio +2Image EditingGarments

    Polytechnic University of Bari, Via Edoardo Orabona, 4, Bari, 70125, Apulia, Italy · Wideverse, Via Edoardo Orabona, 4, Bari, 70125, Apulia, Italy

  55. AnyDesign: Versatile Area Fashion Editing via Mask-Free Diffusion

    Aug 21, 2024Yunfang Niu, Dong Yi, Lingxiang Wu +2GarmentsImage Editing

    1Foundation Model Research Center, Institute of Automation, Chinese Academy of Sciences · School of Artificial Intelligence, University of Chinese Academy of Sciences · 3Wuhan AI Research +1