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ORCIDT. Hoang Ngan Le
Ngan Le – Ngan T. H. Le
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- affiliation: Carnegie Mellon University, CyLab Biometrics Center, Department of Electrical and Computer Engineering, Pittsburgh, PA, USA
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2020 – today
- 2024
[j25]Pha A. Nguyen
, Kha Gia Quach, Chi Nhan Duong, Son Lam Phung, Ngan Le, Khoa Luu:
Multi-camera multi-object tracking on the move via single-stage global association approach. Pattern Recognit. 152: 110457 (2024)- [j24]Taisei Hanyu, Kashu Yamazaki, Minh Tran, Roy A. McCann, Haitao Liao, Chase Rainwater, Meredith Adkins, Jackson David Cothren, Ngan Le:
AerialFormer: Multi-Resolution Transformer for Aerial Image Segmentation. Remote. Sens. 16(16): 2930 (2024) - [c73]Quoc-Huy Trinh, Nhat-Tan Bui, Dinh-Hieu Hoang, Phuoc-Thao Vo Thi, Hai-Dang Nguyen, Debesh Jha, Ulas Bagci, Ngan Le, Minh-Triet Tran:
PGDS: Pose-Guidance Deep Supervision for Mitigating Clothes-Changing in Person Re-Identification. AVSS 2024: 1-8 - [c72]Trong-Thang Pham, Tuong Do, Nhat Le, Ngan Le, Hung Nguyen, Erman Tjiputra, Quang Tran, Anh Nguyen:
Style Transfer for 2D Talking Head Generation. CVPR Workshops 2024: 7500-7509 - [c71]Huy Le, Tung Kieu, Anh Nguyen, Ngan Le:
WAVER: Writing-Style Agnostic Text-Video Retrieval Via Distilling Vision-Language Models Through Open-Vocabulary Knowledge. ICASSP 2024: 3025-3029 - [c70]Duc-Quang Vu, Ngan Le, Jia-Ching Wang:
Self-Supervised Learning via Multi-Transformation Classification for Action Recognition. ICME Workshops 2024: 1-6 - [c69]Toan Nguyen, Minh Nhat Vu, Baoru Huang, Tuan Van Vo, Vy Truong, Ngan Le, Thieu Vo, Bac Le, Anh Nguyen:
Language-Conditioned Affordance-Pose Detection in 3D Point Clouds. ICRA 2024: 3071-3078 - [c68]Kashu Yamazaki, Taisei Hanyu, Khoa Vo, Thang Pham, Minh Tran, Gianfranco Doretto, Anh Nguyen, Ngan Le:
Open-Fusion: Real-time Open-Vocabulary 3D Mapping and Queryable Scene Representation. ICRA 2024: 9411-9417 - [c67]Tuan Van Vo, Minh Nhat Vu, Baoru Huang, Toan Nguyen, Ngan Le, Thieu Vo, Anh Nguyen:
Open-Vocabulary Affordance Detection using Knowledge Distillation and Text-Point Correlation. ICRA 2024: 13968-13975 - [c66]Minh Tran, Winston Bounsavy, Khoa Vo, Anh Nguyen, Tri Nguyen, Ngan Le:
ShapeFormer: Shape Prior Visible-to-Amodal Transformer-based Amodal Instance Segmentation. IJCNN 2024: 1-8 - [c65]Kim Hoang Tran, Phuc Vuong Do, Ngoc Quoc Ly, Ngan Le:
Unifying Global and Local Scene Entities Modelling for Precise Action Spotting. IJCNN 2024: 1-8 - [c64]Nhat-Tan Bui, Dinh-Hieu Hoang, Thinh Phan, Minh-Triet Tran, Brijesh Patel, Donald A. Adjeroh, Ngan Le:
TSRNET: Simple Framework for Real-Time ECG Anomaly Detection with Multimodal Time and Spectrogram Restoration Network. ISBI 2024: 1-4 - [c63]Nhat-Tan Bui, Dinh-Hieu Hoang, Minh-Triet Tran, Gianfranco Doretto, Donald A. Adjeroh, Brijesh Patel, Arabinda Choudhary, Ngan Le:
SAM3D: Segment Anything Model in Volumetric Medical Images. ISBI 2024: 1-4 - [c62]Jingxuan Kang, Tudor Jianu, Baoru Huang, Binod Bhattarai, Ngan Le, Frans Coenen, Anh Nguyen:
Translating Simulation Images to X-Ray Images via Multi-scale Semantic Matching. DEMI@MICCAI 2024: 95-104 - [c61]Kim Tran, Anh Duy Le Dinh, Tien-Phat Nguyen, Thinh Phan, Pha A. Nguyen, Khoa Luu, Donald A. Adjeroh, Gianfranco Doretto, Ngan Le:
Z-GMOT: Zero-shot Generic Multiple Object Tracking. NAACL-HLT (Findings) 2024: 3468-3479 - [c60]Thinh Phan, Khoa Vo, Duy Le, Gianfranco Doretto, Donald A. Adjeroh, Ngan Le:
ZEETAD: Adapting Pretrained Vision-Language Model for Zero-Shot End-to-End Temporal Action Detection. WACV 2024: 7031-7040 - [c59]Trong-Thang Pham, Jacob Brecheisen, Anh Nguyen, Hien Nguyen, Ngan Le:
I-AI: A Controllable & Interpretable AI System for Decoding Radiologists' Intense Focus for Accurate CXR Diagnoses. WACV 2024: 7835-7844 - [c58]Nhat-Tan Bui, Dinh-Hieu Hoang, Quang-Thuc Nguyen, Minh-Triet Tran, Ngan Le:
MEGANet: Multi-Scale Edge-Guided Attention Network for Weak Boundary Polyp Segmentation. WACV 2024: 7970-7979 - [i81]Minh Tran, Winston Bounsavy, Khoa Vo, Anh Nguyen, Tri Nguyen, Ngan Le:
ShapeFormer: Shape Prior Visible-to-Amodal Transformer-based Amodal Instance Segmentation. CoRR abs/2403.11376 (2024) - [i80]Kim Hoang Tran, Phuc Vuong Do, Ngoc Quoc Ly, Ngan Le:
Unifying Global and Local Scene Entities Modelling for Precise Action Spotting. CoRR abs/2404.09951 (2024) - [i79]Minh Q. Tran, Sang Truong, Arthur F. A. Fernandes, Michael T. Kidd, Ngan Le:
CarcassFormer: An End-to-end Transformer-based Framework for Simultaneous Localization, Segmentation and Classification of Poultry Carcass Defect. CoRR abs/2404.11429 (2024) - [i78]Minh Tran, Adrian de Luis, Haitao Liao, Ying Huang, Roy McCann, Alan Mantooth, Jackson David Cothren, Ngan Le:
S3Former: Self-supervised High-resolution Transformer for Solar PV Profiling. CoRR abs/2405.04489 (2024) - [i77]Christy Dunlap, Changgen Li, Hari Pandey, Ngan Le, Han Hu:
BubbleID: A Deep Learning Framework for Bubble Interface Dynamics Analysis. CoRR abs/2405.07994 (2024) - [i76]Hoai-Chau Tran, Duy M. H. Nguyen, Duy M. Nguyen, TrungTin Nguyen, Ngan Le, Pengtao Xie, Daniel Sonntag, James Y. Zou, Binh T. Nguyen, Mathias Niepert:
Accelerating Transformers with Spectrum-Preserving Token Merging. CoRR abs/2405.16148 (2024) - [i75]Khoa Vo, Thinh Phan, Kashu Yamazaki, Minh Tran, Ngan Le:
HENASY: Learning to Assemble Scene-Entities for Egocentric Video-Language Model. CoRR abs/2406.00307 (2024) - [i74]Ethan Coffman, Reagan Clark, Nhat-Tan Bui, Trong-Thang Pham, Beth Kegley, Jeremy G. Powell, Jiangchao Zhao, Ngan Le:
CattleFace-RGBT: RGB-T Cattle Facial Landmark Benchmark. CoRR abs/2406.03431 (2024) - [i73]Akash Awasthi, Ngan Le, Zhigang Deng, Carol C. Wu, Hien Van Nguyen:
Enhancing Radiological Diagnosis: A Collaborative Approach Integrating AI and Human Expertise for Visual Miss Correction. CoRR abs/2406.19686 (2024) - [i72]Akash Awasthi, Ngan Le, Zhigang Deng, Rishi Agrawal, Carol C. Wu, Hien Van Nguyen:
Multimodal Learning and Cognitive Processes in Radiology: MedGaze for Chest X-ray Scanpath Prediction. CoRR abs/2407.00129 (2024) - [i71]Toan Nguyen, Minh Nhat Vu, Baoru Huang, An Vuong, Quan Vuong, Ngan Le, Thieu Vo, Anh Nguyen:
Language-Driven 6-DoF Grasp Detection Using Negative Prompt Guidance. CoRR abs/2407.13842 (2024) - [i70]Nghia Nguyen, Minh Nhat Vu, Baoru Huang, An Vuong, Ngan Le, Thieu Vo, Anh Nguyen:
Lightweight Language-driven Grasp Detection using Conditional Consistency Model. CoRR abs/2407.17967 (2024) - [i69]Tuan Van Vo, Minh Nhat Vu, Baoru Huang, An Vuong, Ngan Le, Thieu Vo, Anh Nguyen:
Language-driven Grasp Detection with Mask-guided Attention. CoRR abs/2407.19877 (2024) - [i68]Minh Tran, Khoa Vo, Nguyen Thanh Binh, Ngan Le:
Amodal Instance Segmentation with Diffusion Shape Prior Estimation. CoRR abs/2409.18256 (2024) - [i67]Marta Veganzones Rodriguez, Thinh Phan, Arthur F. A. Fernandes, Vivian Breen, Jesus Arango, Michael T. Kidd, Ngan Le:
Facial Chick Sexing: An Automated Chick Sexing System From Chick Facial Image. CoRR abs/2410.09155 (2024) - [i66]Pha A. Nguyen, Ngan Le, Jackson David Cothren, Alper Yilmaz, Khoa Luu:
DINTR: Tracking via Diffusion-based Interpolation. CoRR abs/2410.10053 (2024) - [i65]Thinh Phan, Isaac Phillips, Andrew Lockett, Michael Kidd, Ngan Le:
TrackMe:A Simple and Effective Multiple Object Tracking Annotation Tool. CoRR abs/2410.15518 (2024) - [i64]Tudor Jianu, Baoru Huang, Hoan Nguyen, Binod Bhattarai, Tuong Do, Erman Tjiputra, Quang Tran, Pierre Berthet-Rayne, Ngan Le, Sebastiano Fichera, Anh Nguyen:
Guide3D: A Bi-planar X-ray Dataset for 3D Shape Reconstruction. CoRR abs/2410.22224 (2024) - 2023
- [j23]Viet-Khoa Vo-Ho, Sang Truong, Kashu Yamazaki, Bhiksha Raj, Minh-Triet Tran, Ngan Le:
AOE-Net: Entities Interactions Modeling with Adaptive Attention Mechanism for Temporal Action Proposals Generation. Int. J. Comput. Vis. 131(1): 302-323 (2023) - [j22]Thanh-Dat Truong, Chi Nhan Duong, Kha Gia Quach, Ngan Le, Tien D. Bui, Khoa Luu:
LIAAD: Lightweight attentive angular distillation for large-scale age-invariant face recognition. Neurocomputing 543: 126198 (2023) - [j21]Duc Le, Sang Truong, Brijesh Patel, Donald A. Adjeroh, Ngan Le:
sCL-ST: Supervised Contrastive Learning With Semantic Transformations for Multiple Lead ECG Arrhythmia Classification. IEEE J. Biomed. Health Informatics 27(6): 2818-2828 (2023) - [c57]Kashu Yamazaki, Khoa Vo, Quang Sang Truong, Bhiksha Raj, Ngan Le:
VLTinT: Visual-Linguistic Transformer-in-Transformer for Coherent Video Paragraph Captioning. AAAI 2023: 3081-3090 - [c56]Khoa Vo, Trong-Thang Pham, Kashu Yamazaki, Minh Q. Tran, Ngan Le:
DNA: Deformable Neural Articulations Network for Template-free Dynamic 3D Human Reconstruction from Monocular RGB-D Video. CVPR Workshops 2023: 3676-3685 - [c55]Thanh-Dat Truong, Ngan Le, Bhiksha Raj, Jackson David Cothren, Khoa Luu:
FREDOM: Fairness Domain Adaptation Approach to Semantic Scene Understanding. CVPR 2023: 19988-19997 - [c54]Hyekang Kevin Joo, Khoa Vo, Kashu Yamazaki, Ngan Le:
CLIP-TSA: Clip-Assisted Temporal Self-Attention for Weakly-Supervised Video Anomaly Detection. ICIP 2023: 3230-3234 - [c53]Toan Nguyen, Minh Nhat Vu, An Vuong, Dzung Nguyen, Thieu Vo, Ngan Le, Anh Nguyen:
Open-Vocabulary Affordance Detection in 3D Point Clouds. IROS 2023: 5692-5698 - [c52]Tien-Phat Nguyen, Trong-Thang Pham, Tri Nguyen, Hieu Le, Dung Nguyen, Hau Lam, Phong Nguyen, Jennifer Fowler, Minh-Triet Tran, Ngan Le:
EmbryosFormer: Deformable Transformer and Collaborative Encoding-Decoding for Embryos Stage Development Classification. WACV 2023: 1980-1989 - [i63]Toan Nguyen, Minh Nhat Vu, An Vuong, Dzung Nguyen, Thieu Vo, Ngan Le, Anh Nguyen:
Open-Vocabulary Affordance Detection in 3D Point Clouds. CoRR abs/2303.02401 (2023) - [i62]Thanh-Dat Truong, Ngan Le, Bhiksha Raj, Jackson David Cothren, Khoa Luu:
FREDOM: Fairness Domain Adaptation Approach to Semantic Scene Understanding. CoRR abs/2304.02135 (2023) - [i61]Jingxuan Kang, Tudor Jianu, Baoru Huang, Binod Bhattarai, Ngan Le, Frans Coenen, Anh Nguyen:
Translating Simulation Images to X-ray Images via Multi-Scale Semantic Matching. CoRR abs/2304.07693 (2023) - [i60]Kashu Yamazaki, Taisei Hanyu, Minh Tran, Adrian Garcia, Anh Tran, Roy McCann, Haitao Liao, Chase Rainwater, Meredith Adkins, Andrew Molthan, Jackson David Cothren, Ngan Le:
AerialFormer: Multi-resolution Transformer for Aerial Image Segmentation. CoRR abs/2306.06842 (2023) - [i59]Nhat-Tan Bui, Dinh-Hieu Hoang, Quang-Thuc Nguyen, Minh-Triet Tran, Ngan Le:
MEGANet: Multi-Scale Edge-Guided Attention Network for Weak Boundary Polyp Segmentation. CoRR abs/2309.03329 (2023) - [i58]Nhat-Tan Bui, Dinh-Hieu Hoang, Minh-Triet Tran, Ngan Le:
SAM3D: Segment Anything Model in Volumetric Medical Images. CoRR abs/2309.03493 (2023) - [i57]Toan Nguyen, Minh Nhat Vu, Baoru Huang, Tuan Van Vo, Vy Truong, Ngan Le, Thieu Vo, Bac Le, Anh Nguyen:
Language-Conditioned Affordance-Pose Detection in 3D Point Clouds. CoRR abs/2309.10911 (2023) - [i56]Tuan Van Vo, Minh Nhat Vu, Baoru Huang, Toan Nguyen, Ngan Le, Thieu Vo, Anh Nguyen:
Open-Vocabulary Affordance Detection using Knowledge Distillation and Text-Point Correlation. CoRR abs/2309.10932 (2023) - [i55]Trong-Thang Pham, Jacob Brecheisen, Anh Nguyen, Hien Nguyen, Ngan Le:
Decoding Radiologists Intense Focus for Accurate CXR Diagnoses: A Controllable and Interpretable AI System. CoRR abs/2309.13550 (2023) - [i54]Kashu Yamazaki, Taisei Hanyu, Khoa Vo, Thang Pham, Minh Tran, Gianfranco Doretto, Anh Nguyen, Ngan Le:
Open-Fusion: Real-time Open-Vocabulary 3D Mapping and Queryable Scene Representation. CoRR abs/2310.03923 (2023) - [i53]Adrian de Luis, Minh Tran, Taisei Hanyu, Anh Tran, Haitao Liao, Roy McCann, Alan Mantooth, Ying Huang, Ngan Le:
SolarFormer: Multi-scale Transformer for Solar PV Profiling. CoRR abs/2310.20057 (2023) - [i52]Thinh Phan, Khoa Vo, Duy Le, Gianfranco Doretto, Donald A. Adjeroh, Ngan Le:
ZEETAD: Adapting Pretrained Vision-Language Model for Zero-Shot End-to-End Temporal Action Detection. CoRR abs/2311.00729 (2023) - [i51]Quoc-Huy Trinh, Nhat-Tan Bui, Dinh-Hieu Hoang, Phuoc-Thao Vo Thi, Hai-Dang Nguyen, Debesh Jha, Ulas Bagci, Ngan Le, Minh-Triet Tran:
PGS: Pose-Guided Supervision for Mitigating Clothes-Changing in Person Re-Identification. CoRR abs/2312.05634 (2023) - [i50]Naga Venkata Sai Raviteja Chappa, Pha A. Nguyen, T. Hoang Ngan Le, Khoa Luu:
HAtt-Flow: Hierarchical Attention-Flow Mechanism for Group Activity Scene Graph Generation in Videos. CoRR abs/2312.07740 (2023) - [i49]Huy Le, Tung Kieu, Anh Nguyen, Ngan Le:
WAVER: Writing-style Agnostic Text-Video Retrieval via Distilling Vision-Language Models Through Open-Vocabulary Knowledge. CoRR abs/2312.09507 (2023) - [i48]Nhat-Tan Bui, Dinh-Hieu Hoang, Thinh Phan, Minh-Triet Tran, Brijesh Patel, Donald A. Adjeroh, Ngan Le:
TSRNet: Simple Framework for Real-time ECG Anomaly Detection with Multimodal Time and Spectrogram Restoration Network. CoRR abs/2312.10187 (2023) - 2022
- [j20]Ngan Le, Vidhiwar Singh Rathour, Kashu Yamazaki, Khoa Luu, Marios Savvides:
Deep reinforcement learning in computer vision: a comprehensive survey. Artif. Intell. Rev. 55(4): 2733-2819 (2022) - [j19]Hai V. Duong, Ngan T. H. Le, Thong Tran, Tin C. Truong, Bac Le, Philippe Fournier-Viger:
Efficient algorithms for mining closed and maximal high utility itemsets. Knowl. Based Syst. 257: 109921 (2022) - [j18]Kha Gia Quach, Ngan Le, Chi Nhan Duong, Ibsa Jalata, Kaushik Roy, Khoa Luu:
Non-volume preserving-based fusion to group-level emotion recognition on crowd videos. Pattern Recognit. 128: 108646 (2022) - [c51]Khoa Vo, Kashu Yamazaki, Phong X. Nguyen, Phat Nguyen, Khoa Luu, Ngan Le:
Contextual Explainable Video Representation: Human Perception-based Understanding. IEEECONF 2022: 1326-1333 - [c50]Thinh Phan, Duc Le, Brijesh Patel, Donald A. Adjeroh, Jingxian Wu, Morten Olgaard Jensen, Ngan Le:
Multimodality Multi-Lead ECG Arrhythmia Classification using Self-Supervised Learning. BHI 2022: 1-4 - [c49]Minh Q. Tran, Khoa Vo, Kashu Yamazaki, Arthur A. F. Fernandes, Michael Kidd, Ngan Le:
AISFormer: Amodal Instance Segmentation with Transformer. BMVC 2022: 712 - [c48]Pha A. Nguyen, Kha Gia Quach, Chi Nhan Duong, Ngan Le, Xuan-Bac Nguyen, Khoa Luu:
Multi-Camera Multiple 3D Object Tracking on the Move for Autonomous Vehicles. CVPR Workshops 2022: 2568-2577 - [c47]Pha A. Nguyen, Thanh-Dat Truong, Miaoqing Huang, Yi Liang, Ngan Le, Khoa Luu:
Self-Supervised Domain Adaptation in Crowd Counting. ICIP 2022: 2786-2790 - [c46]Kashu Yamazaki, Sang Truong, Viet-Khoa Vo-Ho, Michael Kidd, Chase Rainwater, Khoa Luu, Ngan Le:
VLCAP: Vision-Language with Contrastive Learning for Coherent Video Paragraph Captioning. ICIP 2022: 3656-3661 - [c45]Thanh-Dat Truong, Ravi Teja N. V. S. Chappa, Xuan-Bac Nguyen, Ngan Le, Ashley P. G. Dowling, Khoa Luu:
OTAdapt: Optimal Transport-based Approach For Unsupervised Domain Adaptation. ICPR 2022: 2850-2856 - [c44]Duc-Quang Vu, Ngan T. H. Le, Jia-Ching Wang:
(2+1)D Distilled ShuffleNet: A Lightweight Unsupervised Distillation Network for Human Action Recognition. ICPR 2022: 3197-3203 - [c43]Minh Q. Tran, Viet-Khoa Vo-Ho, Ngan T. H. Le:
3DConvCaps: 3DUnet with Convolutional Capsule Encoder for Medical Image Segmentation. ICPR 2022: 4392-4398 - [c42]Minh Tran, Loi Ly, Binh-Son Hua, Ngan Le:
SS-3DCAPSNET: Self-Supervised 3d Capsule Networks for Medical Segmentation on Less Labeled Data. ISBI 2022: 1-5 - [c41]Dinh-Hieu Hoang, Gia-Han Diep, Minh-Triet Tran, Ngan T. H. Le:
DAM-AL: dilated attention mechanism with attention loss for 3D infant brain image segmentation. SAC 2022: 660-668 - [i47]Minh Tran, Loi Ly, Binh-Son Hua, Ngan Le:
SS-3DCapsNet: Self-supervised 3D Capsule Networks for Medical Segmentation on Less Labeled Data. CoRR abs/2201.05905 (2022) - [i46]Khoa Vo, Kashu Yamazaki, Sang Truong, Minh-Triet Tran, Akihiro Sugimoto, Ngan Le:
ABN: Agent-Aware Boundary Networks for Temporal Action Proposal Generation. CoRR abs/2203.08942 (2022) - [i45]Minh Q. Tran, Viet-Khoa Vo-Ho, Kyle Quinn, Hien Nguyen, Khoa Luu, Ngan Le:
CapsNet for Medical Image Segmentation. CoRR abs/2203.08948 (2022) - [i44]Viet-Khoa Vo-Ho, Kashu Yamazaki, Hieu Hoang, Minh-Triet Tran, Ngan Le:
Meta-Learning of NAS for Few-shot Learning in Medical Image Applications. CoRR abs/2203.08951 (2022) - [i43]Ngoc-Vuong Ho, Tan Nguyen, Gia-Han Diep, Ngan Le, Binh-Son Hua:
Point-Unet: A Context-aware Point-based Neural Network for Volumetric Segmentation. CoRR abs/2203.08964 (2022) - [i42]Tan Nguyen, Binh-Son Hua, Ngan Le:
3D-UCaps: 3D Capsules Unet for Volumetric Image Segmentation. CoRR abs/2203.08965 (2022) - [i41]Pha A. Nguyen, Kha Gia Quach, Chi Nhan Duong, Ngan Le, Xuan-Bac Nguyen, Khoa Luu:
Multi-Camera Multiple 3D Object Tracking on the Move for Autonomous Vehicles. CoRR abs/2204.09151 (2022) - [i40]Minh Q. Tran, Viet-Khoa Vo-Ho, Ngan T. H. Le:
3DConvCaps: 3DUnet with Convolutional Capsule Encoder for Medical Image Segmentation. CoRR abs/2205.09299 (2022) - [i39]Thanh-Dat Truong, Naga Venkata Sai Raviteja Chappa, Xuan-Bac Nguyen, Ngan Le, Ashley Dowling, Khoa Luu:
OTAdapt: Optimal Transport-based Approach For Unsupervised Domain Adaptation. CoRR abs/2205.10738 (2022) - [i38]Pha A. Nguyen, Thanh-Dat Truong, Miaoqing Huang, Yi Liang, Ngan Le, Khoa Luu:
Self-supervised Domain Adaptation in Crowd Counting. CoRR abs/2206.03431 (2022) - [i37]Kashu Yamazaki, Sang Truong, Khoa Vo, Michael Kidd, Chase Rainwater, Khoa Luu, Ngan Le:
VLCap: Vision-Language with Contrastive Learning for Coherent Video Paragraph Captioning. CoRR abs/2206.12972 (2022) - [i36]Thanh-Dat Truong, Chi Nhan Duong, Ngan Le, Marios Savvides, Khoa Luu:
Vec2Face-v2: Unveil Human Faces from their Blackbox Features via Attention-based Network in Face Recognition. CoRR abs/2209.04920 (2022) - [i35]Khoa Vo, Sang Truong, Kashu Yamazaki, Bhiksha Raj, Minh-Triet Tran, Ngan Le:
AOE-Net: Entities Interactions Modeling with Adaptive Attention Mechanism for Temporal Action Proposals Generation. CoRR abs/2210.02578 (2022) - [i34]Tien-Phat Nguyen, Trong-Thang Pham, Tri Nguyen, Hieu Le, Dung Nguyen, Hau Lam, Phong Nguyen, Jennifer Fowler, Minh-Triet Tran, Ngan Le:
EmbryosFormer: Deformable Transformer and Collaborative Encoding-Decoding for Embryos Stage Development Classification. CoRR abs/2210.04615 (2022) - [i33]Thinh Phan, Duc Le, Brijesh Patel, Donald A. Adjeroh, Jingxian Wu, Morten Olgaard Jensen, Ngan Le:
Multimodality Multi-Lead ECG Arrhythmia Classification using Self-Supervised Learning. CoRR abs/2210.06297 (2022) - [i32]Minh Q. Tran, Khoa Vo, Kashu Yamazaki, Arthur A. F. Fernandes, Michael Kidd, Ngan Le:
AISFormer: Amodal Instance Segmentation with Transformer. CoRR abs/2210.06323 (2022) - [i31]Pha A. Nguyen, Kha Gia Quach, Chi Nhan Duong, Son Lam Phung, Ngan Le, Khoa Luu:
Multi-Camera Multi-Object Tracking on the Move via Single-Stage Global Association Approach. CoRR abs/2211.09663 (2022) - [i30]Kashu Yamazaki, Khoa Vo, Sang Truong, Bhiksha Raj, Ngan Le:
VLTinT: Visual-Linguistic Transformer-in-Transformer for Coherent Video Paragraph Captioning. CoRR abs/2211.15103 (2022) - [i29]Hyekang Kevin Joo, Khoa Vo, Kashu Yamazaki, Ngan Le:
CLIP-TSA: CLIP-Assisted Temporal Self-Attention for Weakly-Supervised Video Anomaly Detection. CoRR abs/2212.05136 (2022) - [i28]Khoa Vo, Kashu Yamazaki, Phong X. Nguyen, Phat Nguyen, Khoa Luu, Ngan Le:
Contextual Explainable Video Representation: Human Perception-based Understanding. CoRR abs/2212.06206 (2022) - [i27]Hasan Md Tusfiqur Alam, Duy M. H. Nguyen, Mai Thanh Nhat Truong, Triet A. Nguyen, Binh T. Nguyen, Michael Barz, Hans-Jürgen Profitlich, Ngoc T. T. Than, Ngan Le, Pengtao Xie, Daniel Sonntag:
DRG-Net: Interactive Joint Learning of Multi-lesion Segmentation and Classification for Diabetic Retinopathy Grading. CoRR abs/2212.14615 (2022) - 2021
- [j17]Duc-Quang Vu, Ngan Le, Jia-Ching Wang:
Teaching Yourself: A Self-Knowledge Distillation Approach to Action Recognition. IEEE Access 9: 105711-105723 (2021) - [j16]Khoa Vo, Kashu Yamazaki, Sang Truong, Minh-Triet Tran, Akihiro Sugimoto, Ngan Le:
ABN: Agent-Aware Boundary Networks for Temporal Action Proposal Generation. IEEE Access 9: 126431-126445 (2021) - [j15]Thanh-Dat Truong, Chi Nhan Duong, Minh-Triet Tran, Ngan Le, Khoa Luu:
Fast Flow Reconstruction via Robust Invertible n × n Convolution. Future Internet 13(7): 179 (2021) - [j14]S. Kevin Zhou, T. Hoang Ngan Le, Khoa Luu, Hien Van Nguyen, Nicholas Ayache:
Deep reinforcement learning in medical imaging: A literature review. Medical Image Anal. 73: 102193 (2021) - [c40]Minh Duc Le, Vidhiwar Singh Rathour, Quang Sang Truong, Quan Mai, Brijesh Patel, Ngan Le:
Multi-module Recurrent Convolutional Neural Network with Transformer Encoder for ECG Arrhythmia Classification. BHI 2021: 1-5 - [c39]Vidhiwar Singh Rathour, Kashu Yamazaki, T. Hoang Ngan Le:
Roughness Index and Roughness Distance for Benchmarking Medical Segmentation. BIOIMAGING 2021: 82-93 - [c38]Khoa Vo, Hyekang Joo, Kashu Yamazaki, Sang Truong, Kris Kitani, Minh-Triet Tran, Ngan Le:
AEI: Actors-Environment Interaction with Adaptive Attention for Temporal Action Proposals Generation. BMVC 2021: 111 - [c37]Viet-Khoa Vo-Ho, Ngan Le, Kashu Yamazaki, Akihiro Sugimoto, Minh-Triet Tran:
Agent-Environment Network for Temporal Action Proposal Generation. ICASSP 2021: 2160-2164 - [c36]Thanh-Dat Truong, Chi Nhan Duong, The De Vu, Hoang Anh Pham, Bhiksha Raj, Ngan Le, Khoa Luu:
The Right to Talk: An Audio-Visual Transformer Approach. ICCV 2021: 1085-1094 - [c35]Thanh-Dat Truong, Chi Nhan Duong, Ngan Le, Son Lam Phung, Chase Rainwater, Khoa Luu:
BiMaL: Bijective Maximum Likelihood Approach to Domain Adaptation in Semantic Scene Segmentation. ICCV 2021: 8528-8537 - [c34]Ngan Le, James Sorensen, Toan Duc Bui, Arabinda Choudhary, Khoa Luu, Hien Van Nguyen:
PairFlow: Enhancing Portable Chest X-Ray By Flow-Based Deformation For Covid-19 Diagnosing. ICIP 2021: 215-219 - [c33]Tan Nguyen, Binh-Son Hua, Ngan Le:
3D-UCaps: 3D Capsules Unet for Volumetric Image Segmentation. MICCAI (1) 2021: 548-558 - [c32]Ngoc-Vuong Ho, Tan Nguyen, Gia-Han Diep, Ngan Le, Binh-Son Hua:
Point-Unet: A Context-Aware Point-Based Neural Network for Volumetric Segmentation. MICCAI (1) 2021: 644-655 - [c31]Kashu Yamazaki, Vidhiwar Singh Rathour, T. Hoang Ngan Le:
Invertible residual network with regularization for effective volumetric segmentation. Image Processing 2021 - [i26]Duc-Quang Vu, Ngan Le, Jia-Ching Wang:
Self-Supervised Learning via multi-Transformation Classification for Action Recognition. CoRR abs/2102.10378 (2021) - [i25]S. Kevin Zhou, T. Hoang Ngan Le, Khoa Luu, Hien Van Nguyen, Nicholas Ayache:
Deep reinforcement learning in medical imaging: A literature review. CoRR abs/2103.05115 (2021) - [i24]Kashu Yamazaki, Vidhiwar Singh Rathour, T. Hoang Ngan Le:
Invertible Residual Network with Regularization for Effective Medical Image Segmentation. CoRR abs/2103.09042 (2021) - [i23]