2025

See, Hear, and Understand: Benchmarking Audiovisual Human Speech Understanding in Multimodal Large Language Models
See, Hear, and Understand: Benchmarking Audiovisual Human Speech Understanding in Multimodal Large Language Models

Le Thien Phuc Nguyen*, Zhuoran Yu*, Samuel Low Yu Hang, Subin An, Jeongik Lee, Yohan Ban, SeungEun Chung, Thanh-Huy Nguyen, JuWan Maeng, Soochahn Lee, Yong Jae Lee (* equal contribution)

arXiv 2025

[Project Page] [Paper] [Code] [Data] [Leaderboard]

See, Hear, and Understand: Benchmarking Audiovisual Human Speech Understanding in Multimodal Large Language Models

Le Thien Phuc Nguyen*, Zhuoran Yu*, Samuel Low Yu Hang, Subin An, Jeongik Lee, Yohan Ban, SeungEun Chung, Thanh-Huy Nguyen, JuWan Maeng, Soochahn Lee, Yong Jae Lee (* equal contribution)

arXiv 2025

[Project Page] [Paper] [Code] [Data] [Leaderboard]

GMAT: Grounded Multi-Agent Clinical Description Generation for Text Encoder in Vision-Language MIL for Whole Slide Image Classification
GMAT: Grounded Multi-Agent Clinical Description Generation for Text Encoder in Vision-Language MIL for Whole Slide Image Classification

Ngoc Bui Lam Quang, Nam Le Nguyen Binh, Thanh-Huy Nguyen, Le Thien Phuc Nguyen, Quan Nguyen, Ulas Bagci

ELAMI Workshop @ the International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) 2025

[Paper]

GMAT: Grounded Multi-Agent Clinical Description Generation for Text Encoder in Vision-Language MIL for Whole Slide Image Classification

Ngoc Bui Lam Quang, Nam Le Nguyen Binh, Thanh-Huy Nguyen, Le Thien Phuc Nguyen, Quan Nguyen, Ulas Bagci

ELAMI Workshop @ the International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) 2025

[Paper]

Describe Anything Model for Visual Question Answering on Text-rich Images
Describe Anything Model for Visual Question Answering on Text-rich Images

Yen-Linh Vu, Dinh-Thang Duong, Truong-Binh Duong, Anh-Khoi Nguyen, Thanh-Huy Nguyen, Le Thien Phuc Nguyen, Jianhua Xing, Xingjian Li, Tianyang Wang, Ulas Bagci, Min Xu

VisionDocs Workshop @ the International Conference on Computer Vision (ICCV) 2025

[Paper] [Code]

Describe Anything Model for Visual Question Answering on Text-rich Images

Yen-Linh Vu, Dinh-Thang Duong, Truong-Binh Duong, Anh-Khoi Nguyen, Thanh-Huy Nguyen, Le Thien Phuc Nguyen, Jianhua Xing, Xingjian Li, Tianyang Wang, Ulas Bagci, Min Xu

VisionDocs Workshop @ the International Conference on Computer Vision (ICCV) 2025

[Paper] [Code]

UniTalk: Towards Universal Active Speaker Detection in Real World Scenarios
UniTalk: Towards Universal Active Speaker Detection in Real World Scenarios

Le Thien Phuc Nguyen*, Zhuoran Yu*, Khoa Quang Nhat Cao, Yuwei Guo, Tu Ho Manh Pham, Tuan Tai Nguyen, Toan Ngo Duc Vo, Lucas Poon, Soochahn Lee, Yong Jae Lee (* equal contribution)

arXiv 2025

[Project Page] [Paper] [Code] [Data]

UniTalk: Towards Universal Active Speaker Detection in Real World Scenarios

Le Thien Phuc Nguyen*, Zhuoran Yu*, Khoa Quang Nhat Cao, Yuwei Guo, Tu Ho Manh Pham, Tuan Tai Nguyen, Toan Ngo Duc Vo, Lucas Poon, Soochahn Lee, Yong Jae Lee (* equal contribution)

arXiv 2025

[Project Page] [Paper] [Code] [Data]

LASER: Lip Landmark Assisted Speaker Detection for Robustness
LASER: Lip Landmark Assisted Speaker Detection for Robustness

Le Thien Phuc Nguyen*, Zhuoran Yu*, Yong Jae Lee (* equal contribution)

The IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2026

[Project Page] [Paper] [Code] [data]

LASER: Lip Landmark Assisted Speaker Detection for Robustness

Le Thien Phuc Nguyen*, Zhuoran Yu*, Yong Jae Lee (* equal contribution)

The IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2026

[Project Page] [Paper] [Code] [data]