CVPR 2025 Open Access Repository

1st International Workshop on Interactive Video Search and Exploration

CadenceRAG: Context-Aware and Dependency-Enhanced Retrieval Augmented Generation for Holistic Video Understanding: Heng Liu,

Siru Jiang,

Fangyun Duan,

Yongzhe Lyu,

Xiusong Wang,

Hanlin Ge,

Chao Liang; [pdf]
[bibtex]
@InProceedings{Liu_2025_CVPR, author = {Liu, Heng and Jiang, Siru and Duan, Fangyun and Lyu, Yongzhe and Wang, Xiusong and Ge, Hanlin and Liang, Chao}, title = {CadenceRAG: Context-Aware and Dependency-Enhanced Retrieval Augmented Generation for Holistic Video Understanding}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {3679-3688} }
Towards Efficient and Robust Moment Retrieval System: A Unified Framework for Multi-Granularity Models and Temporal Reranking: Huu-Loc Tran,

Tinh-Anh Nguyen-Nhu,

Huu-Phong Phan-Nguyen,

Tien-Huy Nguyen,

Nhat-Minh Nguyen-Dich,

Anh Dao,

Huy-Duc Do,

Quan Nguyen,

Hoang M. Le,

Quang-Vinh Dinh; [pdf] [arXiv]
[bibtex]
@InProceedings{Tran_2025_CVPR, author = {Tran, Huu-Loc and Nguyen-Nhu, Tinh-Anh and Phan-Nguyen, Huu-Phong and Nguyen, Tien-Huy and Nguyen-Dich, Nhat-Minh and Dao, Anh and Do, Huy-Duc and Nguyen, Quan and Le, Hoang M. and Dinh, Quang-Vinh}, title = {Towards Efficient and Robust Moment Retrieval System: A Unified Framework for Multi-Granularity Models and Temporal Reranking}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {3719-3729} }
An LLM Framework for Long-form Video Retrieval and Audio-Visual Question Answering Using Qwen2/2.5: Damianos Galanopoulos,

Andreas Goulas,

Antonios Leventakis,

Ioannis Patras,

Vasileios Mezaris; [pdf]
[bibtex]
@InProceedings{Galanopoulos_2025_CVPR, author = {Galanopoulos, Damianos and Goulas, Andreas and Leventakis, Antonios and Patras, Ioannis and Mezaris, Vasileios}, title = {An LLM Framework for Long-form Video Retrieval and Audio-Visual Question Answering Using Qwen2/2.5}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {3730-3739} }
Overview of the 1st International Workshop on Interactive Video Search and Exploration: Luca Rossetto,

George Awad,

Werner Bailer,

Cathal Gurrin,

Björn Þór Jónsson,

Jakub Lokoč,

Stevan Rudinac,

Klaus Schoeffmann; [pdf]
[bibtex]
@InProceedings{Rossetto_2025_CVPR, author = {Rossetto, Luca and Awad, George and Bailer, Werner and Gurrin, Cathal and J\'onsson, Bj\"orn {\TH}\'or and Loko\v{c}, Jakub and Rudinac, Stevan and Schoeffmann, Klaus}, title = {Overview of the 1st International Workshop on Interactive Video Search and Exploration}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {3673-3678} }
Toward Automation in Text-based Video Retrieval with LLM Assistance: Khanh-An C. Quan,

Qui Ngoc Nguyen,

Duc-Tuan Luu; [pdf] [supp]
[bibtex]
@InProceedings{Quan_2025_CVPR, author = {Quan, Khanh-An C. and Nguyen, Qui Ngoc and Luu, Duc-Tuan}, title = {Toward Automation in Text-based Video Retrieval with LLM Assistance}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {3699-3707} }
A Lightweight Moment Retrieval System with Global Re-Ranking and Robust Adaptive Bidirectional Temporal Search: Tinh-Anh Nguyen-Nhu,

Huu-Loc Tran,

Nguyen-Khang Le,

Minh-Nhat Nguyen,

Tien-Huy Nguyen,

Hoang-Long Nguyen-Huu,

Huu-Phong Phan-Nguyen,

Huy-Thach Pham,

Quan Nguyen,

Hoang M. Le,

Quang-Vinh Dinh; [pdf] [arXiv]
[bibtex]
@InProceedings{Nguyen-Nhu_2025_CVPR, author = {Nguyen-Nhu, Tinh-Anh and Tran, Huu-Loc and Le, Nguyen-Khang and Nguyen, Minh-Nhat and Nguyen, Tien-Huy and Nguyen-Huu, Hoang-Long and Phan-Nguyen, Huu-Phong and Pham, Huy-Thach and Nguyen, Quan and Le, Hoang M. and Dinh, Quang-Vinh}, title = {A Lightweight Moment Retrieval System with Global Re-Ranking and Robust Adaptive Bidirectional Temporal Search}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {3708-3718} }
VRAG: Retrieval-Augmented Video Question Answering for Long-Form Videos: Bao Tran Gia,

Khiem Le,

Tien Do,

Tien-Dung Mai,

Thanh Duc Ngo,

Duy-Dinh Le,

Shin'ichi Satoh; [pdf]
[bibtex]
@InProceedings{Gia_2025_CVPR, author = {Gia, Bao Tran and Le, Khiem and Do, Tien and Mai, Tien-Dung and Ngo, Thanh Duc and Le, Duy-Dinh and Satoh, Shin'ichi}, title = {VRAG: Retrieval-Augmented Video Question Answering for Long-Form Videos}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {3689-3698} }
Can Relevance Feedback, Conversational Search and Foundation Models Work Together for Interactive Video Search and Exploration?: Ujjwal Sharma,

Omar Shahbaz Khan,

Stevan Rudinac,

Björn Þór Jónsson; [pdf]
[bibtex]
@InProceedings{Sharma_2025_CVPR, author = {Sharma, Ujjwal and Khan, Omar Shahbaz and Rudinac, Stevan and J\'onsson, Bj\"orn {\TH}\'or}, title = {Can Relevance Feedback, Conversational Search and Foundation Models Work Together for Interactive Video Search and Exploration?}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {3740-3749} }
AI-based Video Content Understanding for Automatic and Interactive Multimedia Retrieval: Klaus Schoeffmann,

Mario Leopold; [pdf]
[bibtex]
@InProceedings{Schoeffmann_2025_CVPR, author = {Schoeffmann, Klaus and Leopold, Mario}, title = {AI-based Video Content Understanding for Automatic and Interactive Multimedia Retrieval}, booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR) Workshops}, month = {June}, year = {2025}, pages = {3750-3758} }