Publications

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2024

HENASY: Learning to Assemble Scene-Entities for Egocentric Video-Language Model

K. Vo, T. Phan, K. Yamazaki, M. Tran, N. Le, Conference on Neural Information Processing Systems (NeurIPS) - (Poster Presentation), 2024.

AerialFormer: Multi-resolution Transformer for Aerial Image Segmentation

T. Hanyu*, K. Yamazaki*, M. Tran, R. McCann, H. Liao, C. Rainwater, M. Adkins, J. Cothren, N. Le, Remote Sensing, 2024.

R2-Bench: Benchmarking the Robustness of Referring Perception Models under Perturbations

X. Li, K. Qiu, J. Wang, X. Xu, R. Singh, K. Yamazaki, H. Chen, X. Huang, B. Raj, European Conference on Computer Vision (ECCV), 2024.

Open-Fusion: Real-time Open-Vocabulary 3D Mapping and Queryable Scene Representation

K. Yamazaki, T. Hanyu, K. Vo, T. Pham, M. Tran, G. Doretto, A. Nguyen, N. Le, ICRA 2024, 2024.

Genesis: A Generative and Universal Physics Engine for Robotics and Beyond

Genesis Authors, , 2024.

2023

Towards Multi-modal Explainable Video Understanding

K. Yamazaki, Master's Thesis, 2023.

DNA: Deformable Neural Articulations Network for Template-Free Dynamic 3D Human Reconstruction From Monocular RGB-D Video

K. Vo, T. Pham, K. Yamazaki, M. Tran, N. Le, IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023.

CLIP-TSA: CLIP-Assisted Temporal Self-Attention for Weakly-Supervised Video Anomaly Detection

K. Joo, K. Vo, K. Yamazaki, N. Le, International Conference on Image Processing (ICIP), 2023.

Neural architecture search for medical image applications

K. Vo, K. Yamazaki, H. Hoang, M. Tran, N. Le, Meta-Learning with Medical Imaging and Health Informatics Applications, 2023.

VLTinT: Visual-Linguistic Transformer-in-Transformer for Coherent Video Paragraph Captioning

K. Yamazaki, K. Vo, S. Truong, B. Raj, N. Le, Association for the Advancement of Artificial Intelligence (AAAI) - (Oral Presentation), 2023.

2022

AOE-Net: Entities Interactions Modeling with Adaptive Attention Mechanism for Temporal Action Proposals Generation

K. Vo, S. Truong*, K. Yamazaki*, B. Raj, MT. Tran, N. Le, International Journal of Computer Vision (IJCV), 2022.

AISFormer: Amodal Instance Segmentation with Transformer

M. Tran, K. Vo, K. Yamazaki, A. Fernandes, M. Kidd, N. Le, The British Machine Vision Conference (BMVC), 2022.

Spiking neural networks and their applications: A Review

K. Yamazaki, K. Vo-Ho, D. Bulsara, N. Le, Brain Sciences, 2022.

VLCap: Vision-Language with Contrastive Learning for Coherent Video Paragraph Captioning

K. Yamazaki, S. Truong, K. Vo, M. Kidd, C. Rainwater, K. Luu, N. Le, International Conference on Image Processing (ICIP), 2022.

2021

AEI: Actors-Environment Interaction with Adaptive Attention for Temporal Action Proposals Generation

K. Vo, H. Joo, K. Yamazaki, S. Truong, K. Kitani,, M.-T. Tran, N. Le, The British Machine Vision Conference (BMVC) - (Oral Presentation-3.33%), 2021.

ABN: Agent-Aware Boundary Networks for Temporal Action Proposal Generation

K. Vo, K. Yamazaki, S. Truong, M.-T. Tran, A. Sugimoto, and N. Le, IEEE Access, 2021.

Deep Reinforcement Learning in Computer Vision: A Comprehensive Survey

N. Le, V. Rathour, K. Yamazaki, K. Luu, and M. Savvides, Artificial Intelligence Review, 2021.

Narrow Band Active Contour Attention Model for Medical Segmentation

N. Le, T. Bui, K. Vo-Ho, K. Yamazaki, K. Luu, Diagnostics, 2021.

Agent-Environment Network for Temporal Action Proposal Generation

V. Vo-Ho, N. Le, K. Yamazaki, A. Sugimoto, and M. Tran, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021.

Invertible Residual Network with Regularization for Effective Volumetric Segmentation

K. Yamazaki, N. Le, V. Rathour, SPIE Medical Imaging, 2021.

Development of a Soft Robot-Based Photodynamic Therapy for Pancreatic Cancer

Y. Li, Y. Liu, K. Yamazaki, M. Bai, and Y.Chen, IEEE/ASME Transactions on Mechatronics (TMECH), 2021.

2020

Towards Sensorimotor Coupling of a Spiking Neural Network and Deep Reinforcement Learning for Robotics Application.

K. Yamazaki, Undergraduate Honors Thesis, 2020.

Offset Curves Loss for Imbalanced Problem in Medical Segmentation

N. Le, T. Le, K. Yamazaki, B. Toan, K. Luu , International Conference on Pattern Recognition (ICPR), 2020.

A Multi-task Contextual Atrous Residual Networkfor Brain Tumor Detection & Segmentation

N. Le, K. Yamazaki, K. Quach, D. Truong, and M. Savvides, International Conference on Pattern Recognition (ICPR), 2020.

Gearbox Development for an Emergency Brake System of the Wind Turbine

E. Sirotkin, K. Yamazaki, and A. Miroshnichenko., IOP Conference Series: Earth and Environmental Science, Volume 459, Chapter 1., 2020.

Minimally Invasive Intraperitoneal Photodynamic Therapy using a New Soft Robot System

Y. Liu, K. Yamazaki, D. Zhang, Y. Li, M. Su, Q. Xie, Y. Chen, and M. Bai., SPIE 11220, Optical Methods for Tumor Treatment and Detection: Mechanisms and Techniques in Photodynamic Therapy XXIX, 2020.

HENASY: Learning to Assemble Scene-Entities for Egocentric Video-Language Model

K. Vo, T. Phan, K. Yamazaki, M. Tran, N. Le, Conference on Neural Information Processing Systems (NeurIPS) - (Poster Presentation), 2024.

R2-Bench: Benchmarking the Robustness of Referring Perception Models under Perturbations

X. Li, K. Qiu, J. Wang, X. Xu, R. Singh, K. Yamazaki, H. Chen, X. Huang, B. Raj, European Conference on Computer Vision (ECCV), 2024.

Open-Fusion: Real-time Open-Vocabulary 3D Mapping and Queryable Scene Representation

K. Yamazaki, T. Hanyu, K. Vo, T. Pham, M. Tran, G. Doretto, A. Nguyen, N. Le, ICRA 2024, 2024.

DNA: Deformable Neural Articulations Network for Template-Free Dynamic 3D Human Reconstruction From Monocular RGB-D Video

K. Vo, T. Pham, K. Yamazaki, M. Tran, N. Le, IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023.

CLIP-TSA: CLIP-Assisted Temporal Self-Attention for Weakly-Supervised Video Anomaly Detection

K. Joo, K. Vo, K. Yamazaki, N. Le, International Conference on Image Processing (ICIP), 2023.

VLTinT: Visual-Linguistic Transformer-in-Transformer for Coherent Video Paragraph Captioning

K. Yamazaki, K. Vo, S. Truong, B. Raj, N. Le, Association for the Advancement of Artificial Intelligence (AAAI) - (Oral Presentation), 2023.

AISFormer: Amodal Instance Segmentation with Transformer

M. Tran, K. Vo, K. Yamazaki, A. Fernandes, M. Kidd, N. Le, The British Machine Vision Conference (BMVC), 2022.

VLCap: Vision-Language with Contrastive Learning for Coherent Video Paragraph Captioning

K. Yamazaki, S. Truong, K. Vo, M. Kidd, C. Rainwater, K. Luu, N. Le, International Conference on Image Processing (ICIP), 2022.

AEI: Actors-Environment Interaction with Adaptive Attention for Temporal Action Proposals Generation

K. Vo, H. Joo, K. Yamazaki, S. Truong, K. Kitani,, M.-T. Tran, N. Le, The British Machine Vision Conference (BMVC) - (Oral Presentation-3.33%), 2021.

Agent-Environment Network for Temporal Action Proposal Generation

V. Vo-Ho, N. Le, K. Yamazaki, A. Sugimoto, and M. Tran, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021.

Invertible Residual Network with Regularization for Effective Volumetric Segmentation

K. Yamazaki, N. Le, V. Rathour, SPIE Medical Imaging, 2021.

Offset Curves Loss for Imbalanced Problem in Medical Segmentation

N. Le, T. Le, K. Yamazaki, B. Toan, K. Luu , International Conference on Pattern Recognition (ICPR), 2020.

A Multi-task Contextual Atrous Residual Networkfor Brain Tumor Detection & Segmentation

N. Le, K. Yamazaki, K. Quach, D. Truong, and M. Savvides, International Conference on Pattern Recognition (ICPR), 2020.

Gearbox Development for an Emergency Brake System of the Wind Turbine

E. Sirotkin, K. Yamazaki, and A. Miroshnichenko., IOP Conference Series: Earth and Environmental Science, Volume 459, Chapter 1., 2020.

Minimally Invasive Intraperitoneal Photodynamic Therapy using a New Soft Robot System

AerialFormer: Multi-resolution Transformer for Aerial Image Segmentation

T. Hanyu*, K. Yamazaki*, M. Tran, R. McCann, H. Liao, C. Rainwater, M. Adkins, J. Cothren, N. Le, Remote Sensing, 2024.

AOE-Net: Entities Interactions Modeling with Adaptive Attention Mechanism for Temporal Action Proposals Generation

K. Vo, S. Truong*, K. Yamazaki*, B. Raj, MT. Tran, N. Le, International Journal of Computer Vision (IJCV), 2022.

Spiking neural networks and their applications: A Review

K. Yamazaki, K. Vo-Ho, D. Bulsara, N. Le, Brain Sciences, 2022.

ABN: Agent-Aware Boundary Networks for Temporal Action Proposal Generation

K. Vo, K. Yamazaki, S. Truong, M.-T. Tran, A. Sugimoto, and N. Le, IEEE Access, 2021.

Deep Reinforcement Learning in Computer Vision: A Comprehensive Survey

N. Le, V. Rathour, K. Yamazaki, K. Luu, and M. Savvides, Artificial Intelligence Review, 2021.

Narrow Band Active Contour Attention Model for Medical Segmentation

N. Le, T. Bui, K. Vo-Ho, K. Yamazaki, K. Luu, Diagnostics, 2021.

Development of a Soft Robot-Based Photodynamic Therapy for Pancreatic Cancer

Y. Li, Y. Liu, K. Yamazaki, M. Bai, and Y.Chen, IEEE/ASME Transactions on Mechatronics (TMECH), 2021.

Neural architecture search for medical image applications

K. Vo, K. Yamazaki, H. Hoang, M. Tran, N. Le, Meta-Learning with Medical Imaging and Health Informatics Applications, 2023.

Genesis: A Generative and Universal Physics Engine for Robotics and Beyond

Genesis Authors, , 2024.

Kashu Yamazaki

Publications

2024

2023

2022

2021

2020