ICCV 2025 Open Access Repository

Curated Data for Efficient Learning

Few-Shot Vision-Language Reasoning for Satellite Imagery via Verifiable Rewards: Aybora Köksal,

A. Aydın Alatan; [pdf]
[bibtex]
@InProceedings{Koksal_2025_ICCV, author = {K\"oksal, Aybora and Alatan, A. Ayd{\i}n}, title = {Few-Shot Vision-Language Reasoning for Satellite Imagery via Verifiable Rewards}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {6901-6910} }
VolDoGer: LLM-assisted Datasets for Domain Generalization in Vision-Language Tasks: Juhwan Choi,

Junehyoung Kwon,

Jungmin Yun,

Seunguk Yu,

Youngbin Kim; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Choi_2025_ICCV, author = {Choi, Juhwan and Kwon, Junehyoung and Yun, Jungmin and Yu, Seunguk and Kim, Youngbin}, title = {VolDoGer: LLM-assisted Datasets for Domain Generalization in Vision-Language Tasks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {6833-6843} }
OmViD: Omni-supervised active learning for video action detection: Aayush Rana,

Akash Kumar,

Vibhav Vineet,

Yogesh S Rawat; [pdf] [arXiv]
[bibtex]
@InProceedings{Rana_2025_ICCV, author = {Rana, Aayush and Kumar, Akash and Vineet, Vibhav and Rawat, Yogesh S}, title = {OmViD: Omni-supervised active learning for video action detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {6911-6921} }
DISC-GAN: Disentangling Style and Content for Cluster-Specific Synthetic Underwater Image Generation: Sneha Varur,

Anirudh R Hanchinamani,

Tarun S Bagewadi,

Uma Mudenagudi,

Chaitra D Desai,

Sujatha C,

Padmashree Desai,

Sumit Meharwade; [pdf] [arXiv ]
[bibtex]
@InProceedings{Varur_2025_ICCV, author = {Varur, Sneha and Hanchinamani, Anirudh R and Bagewadi, Tarun S and Mudenagudi, Uma and Desai, Chaitra D and C, Sujatha and Desai, Padmashree and Meharwade, Sumit}, title = {DISC-GAN: Disentangling Style and Content for Cluster-Specific Synthetic Underwater Image Generation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {6844-6852} }
Efficient Learning for Product Attributes with Compact Multimodal Models: Mandar Kulkarni; [pdf] [arXiv]
[bibtex]
@InProceedings{Kulkarni_2025_ICCV, author = {Kulkarni, Mandar}, title = {Efficient Learning for Product Attributes with Compact Multimodal Models}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {6853-6859} }
How to Train your Text-to-Image Model: Evaluating Design Choices for Synthetic Training Captions: Manuel Brack,

Sudeep Katakol,

Felix Friedrich,

Patrick Schramowski,

Hareesh Ravi,

Kristian Kersting,

Ajinkya Kale; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Brack_2025_ICCV, author = {Brack, Manuel and Katakol, Sudeep and Friedrich, Felix and Schramowski, Patrick and Ravi, Hareesh and Kersting, Kristian and Kale, Ajinkya}, title = {How to Train your Text-to-Image Model: Evaluating Design Choices for Synthetic Training Captions}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {6823-6832} }
Task-Specific Generative Dataset Distillation with Difficulty-Guided Sampling: Mingzhuo Li,

Guang Li,

Jiafeng Mao,

Linfeng Ye,

Takahiro Ogawa,

Miki Haseyama; [pdf] [arXiv]
[bibtex]
@InProceedings{Li_2025_ICCV, author = {Li, Mingzhuo and Li, Guang and Mao, Jiafeng and Ye, Linfeng and Ogawa, Takahiro and Haseyama, Miki}, title = {Task-Specific Generative Dataset Distillation with Difficulty-Guided Sampling}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {6794-6801} }
Synthetic Captions for Open-Vocabulary Zero-Shot Segmentation: Tim Lebailly,

Vijay Veerabadran,

Satwik Kottur,

Karl Ridgeway,

Michael Louis Iuzzolino; [pdf] [arXiv]
[bibtex]
@InProceedings{Lebailly_2025_ICCV, author = {Lebailly, Tim and Veerabadran, Vijay and Kottur, Satwik and Ridgeway, Karl and Iuzzolino, Michael Louis}, title = {Synthetic Captions for Open-Vocabulary Zero-Shot Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {6889-6900} }
Class-Proportional Coreset Selection for Difficulty-Separable Data: Elisa Tsai,

Haizhong Zheng,

Atul Prakash; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Tsai_2025_ICCV, author = {Tsai, Elisa and Zheng, Haizhong and Prakash, Atul}, title = {Class-Proportional Coreset Selection for Difficulty-Separable Data}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {6869-6878} }
SYM3D: Canonicalizing Triplanes via Symmetry for Single-View 3D Learning: Jing Yang,

Kyle Fogarty,

Fangcheng Zhong,

Cengiz Oztireli; [pdf]
[bibtex]
@InProceedings{Yang_2025_ICCV, author = {Yang, Jing and Fogarty, Kyle and Zhong, Fangcheng and Oztireli, Cengiz}, title = {SYM3D: Canonicalizing Triplanes via Symmetry for Single-View 3D Learning}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {6860-6868} }
LG-Traj: LLM Guided Pedestrian Trajectory Prediction: Pranav Singh Chib,

Pravendra Singh; [pdf] [supp]
[bibtex]
@InProceedings{Chib_2025_ICCV, author = {Chib, Pranav Singh and Singh, Pravendra}, title = {LG-Traj: LLM Guided Pedestrian Trajectory Prediction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {6802-6812} }
Objaverse++: Curated 3D Object Dataset with Quality Annotations: Chendi Lin,

Heshan Liu,

Qunshu Lin,

Zachary Bright,

Shitao Tang,

Yihui He,

Minghao Liu,

Ling Zhu,

Cindy Le; [pdf] [supp]
[bibtex]
@InProceedings{Lin_2025_ICCV, author = {Lin, Chendi and Liu, Heshan and Lin, Qunshu and Bright, Zachary and Tang, Shitao and He, Yihui and Liu, Minghao and Zhu, Ling and Le, Cindy}, title = {Objaverse++: Curated 3D Object Dataset with Quality Annotations}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {6813-6822} }
Federated Active Learning for Target Domain Generalisation: Razvan Caramalau,

Binod Bhattarai,

Danail Stoyanov; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Caramalau_2025_ICCV, author = {Caramalau, Razvan and Bhattarai, Binod and Stoyanov, Danail}, title = {Federated Active Learning for Target Domain Generalisation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {6879-6888} }