Ngan Le

175 papers A* 17A 10B 10Misc 2Journal 110Unranked 24
YearRankTypeTitle / Venue / Authors
2026 J jnl
DuFal: Dual-Frequency-Aware Learning for High-Fidelity Extremely Sparse-view CBCT Reconstruction.
CoRR
Cuong Tran Van, Trong-Thang Pham, Ngoc Son Nguyen, Duy Minh Ho Nguyen, Ngan Le
2026 J jnl
DuFal: Dual-Frequency-Aware Learning for High-Fidelity Extremely Sparse-view CBCT Reconstruction.
Trans. Mach. Learn. Res.
Cuong Tran Van, Trong-Thang Pham, Ngoc Son Nguyen, Duy Minh Ho Nguyen, Ngan Le
2026 J jnl
EigenWave: An optimal O(N) method for computing eigenvalues and eigenvectors by time-filtering the wave equation.
J. Comput. Phys.
Daniel Appelö, Jeffrey W. Banks, William D. Henshaw, Ngan Le, Donald W. Schwendeman
2026 J jnl
GazeQwen: Lightweight Gaze-Conditioned LLM Modulation for Streaming Video Understanding.
CoRR
Trong-Thang Pham, Hien Nguyen, Ngan Le
2026 J jnl
MedSteer: Counterfactual Endoscopic Synthesis via Training-Free Activation Steering.
CoRR
Trong-Thang Pham, Loc Nguyen, Anh Totti Nguyen, Hien Nguyen, Ngan Le
2026 A* conf
Rethinking Progression of Memory State in Robotic Manipulation: An Object-Centric Perspective.
AAAI
Nhat Chung, Taisei Hanyu, Toan Nguyen, Huy Le, Frederick Bumgarner, Duy Minh Ho Nguyen, Khoa Vo, Kashu Yamazaki, Chase Rainwater, Tung Kieu, Anh Nguyen, Ngan Le
2026 J jnl
SIGMA: A Physics-Based Benchmark for Gas Chimney Understanding in Seismic Images.
CoRR
Bao Truong, Quang Nguyen, Baoru Huang, Jinpei Han, Van Nguyen, Ngan Le, Minh-Tan Pham, Doan Huy Hien, Anh Nguyen
2026 J jnl
StructSAM: Structure- and Spectrum-Preserving Token Merging for Segment Anything Models.
CoRR
Duy M. H. Nguyen, Tuan A. Tran, Duong Nguyen, Siwei Xie, Trung Q. Nguyen, Mai T. N. Truong, Daniel Palenicek, An T. Le, Michael Barz, TrungTin Nguyen, Tuan Dam, Ngan Le, Minh Vu, Khoa D. Doan, Ngo Anh Vien, Pengtao Xie, James Zou, Daniel Sonntag, Jan Peters, Mathias Niepert
2025 J jnl
A2VIS: Amodal-Aware Approach to Video Instance Segmentation.
Image Vis. Comput.
Minh Tran, Thang Pham, Winston Bounsavy, Tri Nguyen, Ngan Le
2025 A* conf
BiMa: Towards Biases Mitigation for Text-Video Retrieval via Scene Element Guidance.
ACM Multimedia
Huy Le, Nhat Chung, Tung Kieu, Anh Nguyen, Ngan Le
2025 J jnl
BiMa: Towards Biases Mitigation for Text-Video Retrieval via Scene Element Guidance.
CoRR
Huy Le, Nhat Chung, Tung Kieu, Anh Nguyen, Ngan Le
2025 J jnl
CT-ScanGaze: A Dataset and Baselines for 3D Volumetric Scanpath Modeling.
CoRR
Trong-Thang Pham, Akash Awasthi, Saba Khan, Esteban Duran Marti, Tien-Phat Nguyen, Khoa Vo, Minh Tran, Ngoc Son Nguyen, Cuong Tran Van, Yuki Ikebe, Anh Totti Nguyen, Anh Nguyen, Zhigang Deng, Carol C. Wu, Hien Van Nguyen, Ngan Le
2025 J jnl
Clutter-Resistant Vision-Language-Action Models through Object-Centric and Geometry Grounding.
CoRR
Khoa Vo, Taisei Hanyu, Yuki Ikebe, Trong-Thang Pham, Nhat Chung, Minh Nhat Vu, Duy Nguyen Ho Minh, Anh Nguyen, Anthony Gunderman, Chase Rainwater, Ngan Le
2025 J jnl
Deep Learning for Ophthalmology: The State-of-the-Art and Future Trends.
CoRR
Duy M. H. Nguyen, Hasan Md Tusfiqur Alam, Binh T. Nguyen, Devansh Srivastav, Hans-Jürgen Profitlich, Ngan Le, Daniel Sonntag
2025 — conf
DualFit: A Two-Stage Virtual Try-On via Warping and Synthesis.
ICCVW
Minh Tran, Johnmark Clements, Annie Prasanna, Tri Nguyen, Ngan Le
2025 J jnl
DualFit: A Two-Stage Virtual Try-On via Warping and Synthesis.
CoRR
Minh Tran, Johnmark Clements, Annie Prasanna, Tri Nguyen, Ngan Le
2025 J jnl
EgoMusic-driven Human Dance Motion Estimation with Skeleton Mamba.
CoRR
Quang Nguyen, Nhat Le, Baoru Huang, Minh Nhat Vu, Chengcheng Tang, Van Nguyen, Ngan Le, Thieu Vo, Anh Nguyen
2025 J jnl
EigenWave: An Optimal O(N) Method for Computing Eigenvalues and Eigenvectors by Time-Filtering the Wave Equation.
CoRR
Daniel Appelö, Jeffrey W. Banks, William D. Henshaw, Ngan Le, Donald W. Schwendeman
2025 A conf
GazeSearch: Radiology Findings Search Benchmark.
WACV
Trong-Thang Pham, Tien-Phat Nguyen, Yuki Ikebe, Akash Awasthi, Zhigang Deng, Carol C. Wu, Hien Nguyen, Ngan Le
2025 A* conf
Interpreting Radiologist's Intention from Eye Movements in Chest X-ray Diagnosis.
ACM Multimedia
Trong-Thang Pham, Anh Nguyen, Zhigang Deng, Carol C. Wu, Hien Nguyen, Ngan Le
2025 J jnl
Interpreting Radiologist's Intention from Eye Movements in Chest X-ray Diagnosis.
CoRR
Trong-Thang Pham, Anh Nguyen, Zhigang Deng, Carol C. Wu, Hien Van Nguyen, Ngan Le
2025 J jnl
ItpCtrl-AI: End-to-end interpretable and controllable artificial intelligence by modeling radiologists' intentions.
Artif. Intell. Medicine
Trong-Thang Pham, Jacob Brecheisen, Carol C. Wu, Hien Van Nguyen, Zhigang Deng, Donald A. Adjeroh, Gianfranco Doretto, Arabinda Choudhary, Ngan Le
2025 A* conf
Learning Human Motion with Temporally Conditional Mamba.
SIGGRAPH Asia
Quang Nguyen, Tri Le, Baoru Huang, Minh Nhat Vu, Ngan Le, Thieu Vo, Anh Nguyen
2025 J jnl
Learning Human Motion with Temporally Conditional Mamba.
CoRR
Quang Nguyen, Tri Le, Baoru Huang, Minh Nhat Vu, Ngan Le, Thieu Vo, Anh Nguyen
2025 J jnl
MAARTA:Multi-Agentic Adaptive Radiology Teaching Assistant.
CoRR
Akash Awasthi, Brandon V. Chang, Anh M. Vu, Ngan Le, Rishi Agrawal, Zhigang Deng, Carol C. Wu, Hien Van Nguyen
2025 — conf
MAARTA:Multi-agentic Adaptive Radiology Teaching Assistant.
MICCAI (5)
Akash Awasthi, Brandon V. Chung, Anh M. Vu, Ngan Le, Rishi Agrawal, Zhigang Deng, Carol C. Wu, Hien Van Nguyen
2025 J jnl
Rethinking Progression of Memory State in Robotic Manipulation: An Object-Centric Perspective.
CoRR
Nhat Chung, Taisei Hanyu, Toan Nguyen, Huy Le, Frederick Bumgarner, Duy Minh Ho Nguyen, Khoa Vo, Kashu Yamazaki, Chase Rainwater, Tung Kieu, Anh Nguyen, Ngan Le
2025 A* conf
Robotic-CLIP: Fine-Tuning CLIP on Action Data for Robotic Applications.
ICRA
Nghia Nguyen, Minh Nhat Vu, Tung D. Ta, Baoru Huang, Thieu Vo, Ngan Le, Anh Nguyen
2025 J jnl
S3Former: A Deep Learning Approach to High Resolution Solar PV Profiling.
IEEE Trans. Smart Grid
Minh Q. Tran, Adrian de Luis, Haitao Liao, Ying Huang, Roy McCann, H. Alan Mantooth, Jackson David Cothren, Ngan Le
2025 J jnl
SSL-SurvFormer: A Self-Supervised Learning and Continuously Monotonic Transformer Network for Missing Values in Survival Analysis.
Informatics
Quang-Hung Le, Brijesh Patel, Donald A. Adjeroh, Gianfranco Doretto, Ngan Le
2025 J jnl
SlotVLA: Towards Modeling of Object-Relation Representations in Robotic Manipulation.
CoRR
Taisei Hanyu, Nhat Chung, Huy Le, Toan Nguyen, Yuki Ikebe, Anthony Gunderman, Duy Nguyen Ho Minh, Khoa Vo, Tung Kieu, Kashu Yamazaki, Chase Rainwater, Anh Nguyen, Ngan Le
2025 J jnl
Structural chain of thoughts for radiology education.
Knowl. Based Syst.
Akash Awasthi, Brandon Chung, Anh M. Vu, Saba Khan, Ngan Le, Zhigang Deng, Rishi Agrawal, Carol C. Wu, Hien Van Nguyen
2025 A* conf
TolerantECG: A Foundation Model for Imperfect Electrocardiogram.
ACM Multimedia
Huynh Dang Nguyen, Trong-Thang Pham, Ngan Le, Van Nguyen
2025 J jnl
TolerantECG: A Foundation Model for Imperfect Electrocardiogram.
CoRR
Huynh Dang Nguyen, Trong-Thang Pham, Ngan Le, Van Nguyen
2025 J jnl
UNO: Unifying One-stage Video Scene Graph Generation via Object-Centric Visual Representation Learning.
CoRR
Huy Le, Nhat Chung, Tung Kieu, Jingkang Yang, Ngan Le
2024 J jnl
A2VIS: Amodal-Aware Approach to Video Instance Segmentation.
CoRR
Minh Tran, Thang Pham, Winston Bounsavy, Tri Nguyen, Ngan Le
2024 A* conf
Accelerating Transformers with Spectrum-Preserving Token Merging.
NeurIPS
Chau Tran, Duy M. H. Nguyen, Manh-Duy Nguyen, TrungTin Nguyen, Ngan Le, Pengtao Xie, Daniel Sonntag, James Y. Zou, Binh Nguyen, Mathias Niepert
2024 J jnl
Accelerating Transformers with Spectrum-Preserving Token Merging.
CoRR
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
2024 J jnl
AerialFormer: Multi-Resolution Transformer for Aerial Image Segmentation.
Remote. Sens.
Taisei Hanyu, Kashu Yamazaki, Minh Tran, Roy A. McCann, Haitao Liao, Chase Rainwater, Meredith Adkins, Jackson David Cothren, Ngan Le
2024 — conf
Amodal Instance Segmentation with Diffusion Shape Prior Estimation.
ACCV (10)
Minh Tran, Khoa Vo, Tri Nguyen, Ngan Le
2024 J jnl
Amodal Instance Segmentation with Diffusion Shape Prior Estimation.
CoRR
Minh Tran, Khoa Vo, Nguyen Thanh Binh, Ngan Le
2024 J jnl
BubbleID: A Deep Learning Framework for Bubble Interface Dynamics Analysis.
CoRR
Christy Dunlap, Changgen Li, Hari Pandey, Ngan Le, Han Hu
2024 J jnl
CarcassFormer: An End-to-end Transformer-based Framework for Simultaneous Localization, Segmentation and Classification of Poultry Carcass Defect.
CoRR
Minh Q. Tran, Sang Truong, Arthur F. A. Fernandes, Michael T. Kidd, Ngan Le
2024 J jnl
CattleFace-RGBT: RGB-T Cattle Facial Landmark Benchmark.
CoRR
Ethan Coffman, Reagan Clark, Nhat-Tan Bui, Trong-Thang Pham, Beth Kegley, Jeremy G. Powell, Jiangchao Zhao, Ngan Le
2024 A* conf
DINTR: Tracking via Diffusion-based Interpolation.
NeurIPS
Pha A. Nguyen, Ngan Le, Jackson David Cothren, Alper Yilmaz, Khoa Luu
2024 J jnl
DINTR: Tracking via Diffusion-based Interpolation.
CoRR
Pha A. Nguyen, Ngan Le, Jackson David Cothren, Alper Yilmaz, Khoa Luu
2024 J jnl
Enhancing Radiological Diagnosis: A Collaborative Approach Integrating AI and Human Expertise for Visual Miss Correction.
CoRR
Akash Awasthi, Ngan Le, Zhigang Deng, Carol C. Wu, Hien Van Nguyen
2024 — conf
FG-CXR: A Radiologist-Aligned Gaze Dataset for Enhancing Interpretability in Chest X-Ray Report Generation.
ACCV (6)
Trong-Thang Pham, Ngoc-Vuong Ho, Nhat-Tan Bui, Thinh Phan, Patel Brijesh Patel, Donald A. Adjeroh, Gianfranco Doretto, Anh Nguyen, Carol C. Wu, Hien Nguyen, Ngan Le
2024 J jnl
FG-CXR: A Radiologist-Aligned Gaze Dataset for Enhancing Interpretability in Chest X-Ray Report Generation.
CoRR
Trong-Thang Pham, Ngoc-Vuong Ho, Nhat-Tan Bui, Thinh Phan, Patel Brijesh Patel, Donald A. Adjeroh, Gianfranco Doretto, Anh Nguyen, Carol C. Wu, Hien Nguyen, Ngan Le
2024 J jnl
Facial Chick Sexing: An Automated Chick Sexing System From Chick Facial Image.
CoRR
Marta Veganzones Rodriguez, Thinh Phan, Arthur F. A. Fernandes, Vivian Breen, Jesus Arango, Michael T. Kidd, Ngan Le
2024 J jnl
GazeSearch: Radiology Findings Search Benchmark.
CoRR
Trong-Thang Pham, Tien-Phat Nguyen, Yuki Ikebe, Akash Awasthi, Zhigang Deng, Carol C. Wu, Hien Nguyen, Ngan Le
2024 — conf
Guide3D: A Bi-planar X-ray Dataset for 3D Shape Reconstruction.
ACCV (5)
Tudor Jianu, Baoru Huang, Hoan Nguyen, Binod Bhattarai, Tuong Do, Erman Tjiputra, Quang D. Tran, Pierre Berthet-Rayne, Ngan Le, Sebastiano Fichera, Anh Nguyen
2024 J jnl
Guide3D: A Bi-planar X-ray Dataset for 3D Shape Reconstruction.
CoRR
Tudor Jianu, Baoru Huang, Hoan Nguyen, Binod Bhattarai, Tuong Do, Erman Tjiputra, Quang Tran, Pierre Berthet-Rayne, Ngan Le, Sebastiano Fichera, Anh Nguyen
2024 J jnl
HENASY: Learning to Assemble Scene-Entities for Egocentric Video-Language Model.
CoRR
Khoa Vo, Thinh Phan, Kashu Yamazaki, Minh Tran, Ngan Le
2024 A* conf
HENASY: Learning to Assemble Scene-Entities for Interpretable Egocentric Video-Language Model.
NeurIPS
Khoa Vo, Thinh Phan, Kashu Yamazaki, Minh Tran, Ngan Le
2024 A conf
I-AI: A Controllable & Interpretable AI System for Decoding Radiologists' Intense Focus for Accurate CXR Diagnoses.
WACV
Trong-Thang Pham, Jacob Brecheisen, Anh Nguyen, Hien Nguyen, Ngan Le
2024 A* conf
Language-Conditioned Affordance-Pose Detection in 3D Point Clouds.
ICRA
Toan Nguyen, Minh Nhat Vu, Baoru Huang, Tuan Van Vo, Vy Truong, Ngan Le, Thieu Vo, Bac Le, Anh Nguyen
2024 — conf
Language-Driven 6-DoF Grasp Detection Using Negative Prompt Guidance.
ECCV (19)
Toan Nguyen, Minh Nhat Vu, Baoru Huang, An Vuong, Quan Vuong, Ngan Le, Thieu Vo, Anh Nguyen
2024 J jnl
Language-Driven 6-DoF Grasp Detection Using Negative Prompt Guidance.
CoRR
Toan Nguyen, Minh Nhat Vu, Baoru Huang, An Vuong, Quan Vuong, Ngan Le, Thieu Vo, Anh Nguyen
2024 A conf
Language-driven Grasp Detection with Mask-guided Attention.
IROS
Tuan Van Vo, Minh Nhat Vu, Baoru Huang, An Vuong, Ngan Le, Thieu Vo, Anh Nguyen
2024 J jnl
Language-driven Grasp Detection with Mask-guided Attention.
CoRR
Tuan Van Vo, Minh Nhat Vu, Baoru Huang, An Vuong, Ngan Le, Thieu Vo, Anh Nguyen
2024 A conf
Lightweight Language-driven Grasp Detection using Conditional Consistency Model.
IROS
Nghia Nguyen, Minh Nhat Vu, Baoru Huang, An Vuong, Ngan Le, Thieu Vo, Anh Nguyen
2024 J jnl
Lightweight Language-driven Grasp Detection using Conditional Consistency Model.
CoRR
Nghia Nguyen, Minh Nhat Vu, Baoru Huang, An Vuong, Ngan Le, Thieu Vo, Anh Nguyen
2024 A conf
MEGANet: Multi-Scale Edge-Guided Attention Network for Weak Boundary Polyp Segmentation.
WACV
Nhat-Tan Bui, Dinh-Hieu Hoang, Quang-Thuc Nguyen, Minh-Triet Tran, Ngan Le
2024 J jnl
Multi-camera multi-object tracking on the move via single-stage global association approach.
Pattern Recognit.
Pha A. Nguyen, Kha Gia Quach, Chi Nhan Duong, Son Lam Phung, Ngan Le, Khoa Luu
2024 J jnl
Multimodal Learning and Cognitive Processes in Radiology: MedGaze for Chest X-ray Scanpath Prediction.
CoRR
Akash Awasthi, Ngan Le, Zhigang Deng, Rishi Agrawal, Carol C. Wu, Hien Van Nguyen
2024 A* conf
Open-Fusion: Real-time Open-Vocabulary 3D Mapping and Queryable Scene Representation.
ICRA
Kashu Yamazaki, Taisei Hanyu, Khoa Vo, Thang Pham, Minh Tran, Gianfranco Doretto, Anh Nguyen, Ngan Le
2024 A* conf
Open-Vocabulary Affordance Detection using Knowledge Distillation and Text-Point Correlation.
ICRA
Tuan Van Vo, Minh Nhat Vu, Baoru Huang, Toan Nguyen, Ngan Le, Thieu Vo, Anh Nguyen
2024 B conf
PGDS: Pose-Guidance Deep Supervision for Mitigating Clothes-Changing in Person Re-Identification.
AVSS
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
2024 J jnl
Progressive Multi-granular Alignments for Grounded Reasoning in Large Vision-Language Models.
CoRR
Quang-Hung Le, Long Hoang Dang, Ngan Le, Truyen Tran, Thao Minh Le
2024 — conf
RSSep: Sequence-to-Sequence Model for Simultaneous Referring Remote Sensing Segmentation and Detection.
ACCV Workshops (1)
Ngoc-Vuong Ho, Thinh Phan, Meredith Adkins, Chase Rainwater, Jackson David Cothren, Ngan Le
2024 J jnl
Robotic-CLIP: Fine-tuning CLIP on Action Data for Robotic Applications.
CoRR
Nghia Nguyen, Minh Nhat Vu, Tung D. Ta, Baoru Huang, Thieu Vo, Ngan Le, Anh Nguyen
2024 J jnl
S3Former: Self-supervised High-resolution Transformer for Solar PV Profiling.
CoRR
Minh Tran, Adrian de Luis, Haitao Liao, Ying Huang, Roy McCann, H. Alan Mantooth, Jackson David Cothren, Ngan Le
2024 — conf
SAM3D: Segment Anything Model in Volumetric Medical Images.
ISBI
Nhat-Tan Bui, Dinh-Hieu Hoang, Minh-Triet Tran, Gianfranco Doretto, Donald A. Adjeroh, Brijesh Patel, Arabinda Choudhary, Ngan Le
2024 — conf
Self-Supervised Learning via Multi-Transformation Classification for Action Recognition.
ICME Workshops
Duc-Quang Vu, Ngan Le, Jia-Ching Wang
2024 B conf
ShapeFormer: Shape Prior Visible-to-Amodal Transformer-based Amodal Instance Segmentation.
IJCNN
Minh Tran, Winston Bounsavy, Khoa Vo, Anh Nguyen, Tri Nguyen, Ngan Le
2024 J jnl
ShapeFormer: Shape Prior Visible-to-Amodal Transformer-based Amodal Instance Segmentation.
CoRR
Minh Tran, Winston Bounsavy, Khoa Vo, Anh Nguyen, Tri Nguyen, Ngan Le
2024 — conf
Style Transfer for 2D Talking Head Generation.
CVPR Workshops
Trong-Thang Pham, Tuong Do, Nhat Le, Ngan Le, Hung Nguyen, Erman Tjiputra, Quang Tran, Anh Nguyen
2024 — conf
TSRNET: Simple Framework for Real-Time ECG Anomaly Detection with Multimodal Time and Spectrogram Restoration Network.
ISBI
Nhat-Tan Bui, Dinh-Hieu Hoang, Thinh Phan, Minh-Triet Tran, Brijesh Patel, Donald A. Adjeroh, Ngan Le
2024 J jnl
TrackMe:A Simple and Effective Multiple Object Tracking Annotation Tool.
CoRR
Thinh Phan, Isaac Phillips, Andrew Lockett, Michael Kidd, Ngan Le
2024 — conf
Translating Simulation Images to X-Ray Images via Multi-scale Semantic Matching.
DEMI@MICCAI
Jingxuan Kang, Tudor Jianu, Baoru Huang, Binod Bhattarai, Ngan Le, Frans Coenen, Anh Nguyen
2024 B conf
Unifying Global and Local Scene Entities Modelling for Precise Action Spotting.
IJCNN
Kim Hoang Tran, Phuc Vuong Do, Ngoc Quoc Ly, Ngan Le
2024 J jnl
Unifying Global and Local Scene Entities Modelling for Precise Action Spotting.
CoRR
Kim Hoang Tran, Phuc Vuong Do, Ngoc Quoc Ly, Ngan Le
2024 Misc conf
WAVER: Writing-Style Agnostic Text-Video Retrieval Via Distilling Vision-Language Models Through Open-Vocabulary Knowledge.
ICASSP
Huy Le, Tung Kieu, Anh Nguyen, Ngan Le
2024 A conf
ZEETAD: Adapting Pretrained Vision-Language Model for Zero-Shot End-to-End Temporal Action Detection.
WACV
Thinh Phan, Khoa Vo, Duy Le, Gianfranco Doretto, Donald A. Adjeroh, Ngan Le
2023 J jnl
AOE-Net: Entities Interactions Modeling with Adaptive Attention Mechanism for Temporal Action Proposals Generation.
Int. J. Comput. Vis.
Viet-Khoa Vo-Ho, Sang Truong, Kashu Yamazaki, Bhiksha Raj, Minh-Triet Tran, Ngan Le
2023 J jnl
AerialFormer: Multi-resolution Transformer for Aerial Image Segmentation.
CoRR
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
2023 B conf
CLIP-TSA: Clip-Assisted Temporal Self-Attention for Weakly-Supervised Video Anomaly Detection.
ICIP
Hyekang Kevin Joo, Khoa Vo, Kashu Yamazaki, Ngan Le
2023 — conf
DNA: Deformable Neural Articulations Network for Template-free Dynamic 3D Human Reconstruction from Monocular RGB-D Video.
CVPR Workshops
Khoa Vo, Trong-Thang Pham, Kashu Yamazaki, Minh Q. Tran, Ngan Le
2023 J jnl
Decoding Radiologists Intense Focus for Accurate CXR Diagnoses: A Controllable and Interpretable AI System.
CoRR
Trong-Thang Pham, Jacob Brecheisen, Anh Nguyen, Hien Nguyen, Ngan Le
2023 A conf
EmbryosFormer: Deformable Transformer and Collaborative Encoding-Decoding for Embryos Stage Development Classification.
WACV
Tien-Phat Nguyen, Trong-Thang Pham, Tri Nguyen, Hieu Le, Dung Nguyen, Hau Lam, Phong Nguyen, Jennifer Fowler, Minh-Triet Tran, Ngan Le
2023 A* conf
FREDOM: Fairness Domain Adaptation Approach to Semantic Scene Understanding.
CVPR
Thanh-Dat Truong, Ngan Le, Bhiksha Raj, Jackson David Cothren, Khoa Luu
2023 J jnl
FREDOM: Fairness Domain Adaptation Approach to Semantic Scene Understanding.
CoRR
Thanh-Dat Truong, Ngan Le, Bhiksha Raj, Jackson David Cothren, Khoa Luu
2023 J jnl
LIAAD: Lightweight attentive angular distillation for large-scale age-invariant face recognition.
Neurocomputing
Thanh-Dat Truong, Chi Nhan Duong, Kha Gia Quach, Ngan Le, Tien D. Bui, Khoa Luu
2023 J jnl
Language-Conditioned Affordance-Pose Detection in 3D Point Clouds.
CoRR
Toan Nguyen, Minh Nhat Vu, Baoru Huang, Tuan Van Vo, Vy Truong, Ngan Le, Thieu Vo, Bac Le, Anh Nguyen
2023 J jnl
MEGANet: Multi-Scale Edge-Guided Attention Network for Weak Boundary Polyp Segmentation.
CoRR
Nhat-Tan Bui, Dinh-Hieu Hoang, Quang-Thuc Nguyen, Minh-Triet Tran, Ngan Le
2023 J jnl
Open-Fusion: Real-time Open-Vocabulary 3D Mapping and Queryable Scene Representation.
CoRR
Kashu Yamazaki, Taisei Hanyu, Khoa Vo, Thang Pham, Minh Tran, Gianfranco Doretto, Anh Nguyen, Ngan Le
2023 A conf
Open-Vocabulary Affordance Detection in 3D Point Clouds.
IROS
Toan Nguyen, Minh Nhat Vu, An Vuong, Dzung Nguyen, Thieu Vo, Ngan Le, Anh Nguyen
2023 J jnl
Open-Vocabulary Affordance Detection in 3D Point Clouds.
CoRR
Toan Nguyen, Minh Nhat Vu, An Vuong, Dzung Nguyen, Thieu Vo, Ngan Le, Anh Nguyen
2023 J jnl
Open-Vocabulary Affordance Detection using Knowledge Distillation and Text-Point Correlation.
CoRR
Tuan Van Vo, Minh Nhat Vu, Baoru Huang, Toan Nguyen, Ngan Le, Thieu Vo, Anh Nguyen
2023 J jnl
PGS: Pose-Guided Supervision for Mitigating Clothes-Changing in Person Re-Identification.
CoRR
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
2023 J jnl
SAM3D: Segment Anything Model in Volumetric Medical Images.
CoRR
Nhat-Tan Bui, Dinh-Hieu Hoang, Minh-Triet Tran, Ngan Le
2023 J jnl
SolarFormer: Multi-scale Transformer for Solar PV Profiling.
CoRR
Adrian de Luis, Minh Tran, Taisei Hanyu, Anh Tran, Haitao Liao, Roy McCann, H. Alan Mantooth, Ying Huang, Ngan Le
2023 J jnl
TSRNet: Simple Framework for Real-time ECG Anomaly Detection with Multimodal Time and Spectrogram Restoration Network.
CoRR
Nhat-Tan Bui, Dinh-Hieu Hoang, Thinh Phan, Minh-Triet Tran, Brijesh Patel, Donald A. Adjeroh, Ngan Le
2023 J jnl
Translating Simulation Images to X-ray Images via Multi-Scale Semantic Matching.
CoRR
Jingxuan Kang, Tudor Jianu, Baoru Huang, Binod Bhattarai, Ngan Le, Frans Coenen, Anh Nguyen
2023 A* conf
VLTinT: Visual-Linguistic Transformer-in-Transformer for Coherent Video Paragraph Captioning.
AAAI
Kashu Yamazaki, Khoa Vo, Quang Sang Truong, Bhiksha Raj, Ngan Le
2023 J jnl
WAVER: Writing-style Agnostic Text-Video Retrieval via Distilling Vision-Language Models Through Open-Vocabulary Knowledge.
CoRR
Huy Le, Tung Kieu, Anh Nguyen, Ngan Le
2023 J jnl
ZEETAD: Adapting Pretrained Vision-Language Model for Zero-Shot End-to-End Temporal Action Detection.
CoRR
Thinh Phan, Khoa Vo, Duy Le, Gianfranco Doretto, Donald A. Adjeroh, Ngan Le
2023 J jnl
sCL-ST: Supervised Contrastive Learning With Semantic Transformations for Multiple Lead ECG Arrhythmia Classification.
IEEE J. Biomed. Health Informatics
Duc Le, Sang Truong, Brijesh Patel, Donald A. Adjeroh, Ngan Le
2022 J jnl
3D-UCaps: 3D Capsules Unet for Volumetric Image Segmentation.
CoRR
Tan Nguyen, Binh-Son Hua, Ngan Le
2022 J jnl
ABN: Agent-Aware Boundary Networks for Temporal Action Proposal Generation.
CoRR
Khoa Vo, Kashu Yamazaki, Sang Truong, Minh-Triet Tran, Akihiro Sugimoto, Ngan Le
2022 A conf
AISFormer: Amodal Instance Segmentation with Transformer.
BMVC
Minh Q. Tran, Khoa Vo, Kashu Yamazaki, Arthur A. F. Fernandes, Michael Kidd, Ngan Le
2022 J jnl
AISFormer: Amodal Instance Segmentation with Transformer.
CoRR
Minh Q. Tran, Khoa Vo, Kashu Yamazaki, Arthur A. F. Fernandes, Michael Kidd, Ngan Le
2022 J jnl
AOE-Net: Entities Interactions Modeling with Adaptive Attention Mechanism for Temporal Action Proposals Generation.
CoRR
Khoa Vo, Sang Truong, Kashu Yamazaki, Bhiksha Raj, Minh-Triet Tran, Ngan Le
2022 J jnl
CLIP-TSA: CLIP-Assisted Temporal Self-Attention for Weakly-Supervised Video Anomaly Detection.
CoRR
Hyekang Kevin Joo, Khoa Vo, Kashu Yamazaki, Ngan Le
2022 J jnl
CapsNet for Medical Image Segmentation.
CoRR
Minh Q. Tran, Viet-Khoa Vo-Ho, Kyle Quinn, Hien Nguyen, Khoa Luu, Ngan Le
2022 — conf
Contextual Explainable Video Representation: Human Perception-based Understanding.
IEEECONF
Khoa Vo, Kashu Yamazaki, Phong X. Nguyen, Phat Nguyen, Khoa Luu, Ngan Le
2022 J jnl
Contextual Explainable Video Representation: Human Perception-based Understanding.
CoRR
Khoa Vo, Kashu Yamazaki, Phong X. Nguyen, Phat Nguyen, Khoa Luu, Ngan Le
2022 J jnl
DRG-Net: Interactive Joint Learning of Multi-lesion Segmentation and Classification for Diabetic Retinopathy Grading.
CoRR
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
2022 J jnl
Deep reinforcement learning in computer vision: a comprehensive survey.
Artif. Intell. Rev.
Ngan Le, Vidhiwar Singh Rathour, Kashu Yamazaki, Khoa Luu, Marios Savvides
2022 J jnl
EmbryosFormer: Deformable Transformer and Collaborative Encoding-Decoding for Embryos Stage Development Classification.
CoRR
Tien-Phat Nguyen, Trong-Thang Pham, Tri Nguyen, Hieu Le, Dung Nguyen, Hau Lam, Phong Nguyen, Jennifer Fowler, Minh-Triet Tran, Ngan Le
2022 J jnl
Meta-Learning of NAS for Few-shot Learning in Medical Image Applications.
CoRR
Viet-Khoa Vo-Ho, Kashu Yamazaki, Hieu Hoang, Minh-Triet Tran, Ngan Le
2022 J jnl
Multi-Camera Multi-Object Tracking on the Move via Single-Stage Global Association Approach.
CoRR
Pha A. Nguyen, Kha Gia Quach, Chi Nhan Duong, Son Lam Phung, Ngan Le, Khoa Luu
2022 — conf
Multi-Camera Multiple 3D Object Tracking on the Move for Autonomous Vehicles.
CVPR Workshops
Pha A. Nguyen, Kha Gia Quach, Chi Nhan Duong, Ngan Le, Xuan-Bac Nguyen, Khoa Luu
2022 J jnl
Multi-Camera Multiple 3D Object Tracking on the Move for Autonomous Vehicles.
CoRR
Pha A. Nguyen, Kha Gia Quach, Chi Nhan Duong, Ngan Le, Xuan-Bac Nguyen, Khoa Luu
2022 — conf
Multimodality Multi-Lead ECG Arrhythmia Classification using Self-Supervised Learning.
BHI
Thinh Phan, Duc Le, Brijesh Patel, Donald A. Adjeroh, Jingxian Wu, Morten Olgaard Jensen, Ngan Le
2022 J jnl
Multimodality Multi-Lead ECG Arrhythmia Classification using Self-Supervised Learning.
CoRR
Thinh Phan, Duc Le, Brijesh Patel, Donald A. Adjeroh, Jingxian Wu, Morten Olgaard Jensen, Ngan Le
2022 J jnl
Non-volume preserving-based fusion to group-level emotion recognition on crowd videos.
Pattern Recognit.
Kha Gia Quach, Ngan Le, Chi Nhan Duong, Ibsa Jalata, Kaushik Roy, Khoa Luu
2022 B conf
OTAdapt: Optimal Transport-based Approach For Unsupervised Domain Adaptation.
ICPR
Thanh-Dat Truong, Ravi Teja N. V. S. Chappa, Xuan-Bac Nguyen, Ngan Le, Ashley P. G. Dowling, Khoa Luu
2022 J jnl
OTAdapt: Optimal Transport-based Approach For Unsupervised Domain Adaptation.
CoRR
Thanh-Dat Truong, Naga Venkata Sai Raviteja Chappa, Xuan-Bac Nguyen, Ngan Le, Ashley Dowling, Khoa Luu
2022 J jnl
Point-Unet: A Context-aware Point-based Neural Network for Volumetric Segmentation.
CoRR
Ngoc-Vuong Ho, Tan Nguyen, Gia-Han Diep, Ngan Le, Binh-Son Hua
2022 — conf
SS-3DCAPSNET: Self-Supervised 3d Capsule Networks for Medical Segmentation on Less Labeled Data.
ISBI
Minh Tran, Loi Ly, Binh-Son Hua, Ngan Le
2022 J jnl
SS-3DCapsNet: Self-supervised 3D Capsule Networks for Medical Segmentation on Less Labeled Data.
CoRR
Minh Tran, Loi Ly, Binh-Son Hua, Ngan Le
2022 B conf
Self-Supervised Domain Adaptation in Crowd Counting.
ICIP
Pha A. Nguyen, Thanh-Dat Truong, Miaoqing Huang, Yi Liang, Ngan Le, Khoa Luu
2022 J jnl
Self-supervised Domain Adaptation in Crowd Counting.
CoRR
Pha A. Nguyen, Thanh-Dat Truong, Miaoqing Huang, Yi Liang, Ngan Le, Khoa Luu
2022 B conf
VLCAP: Vision-Language with Contrastive Learning for Coherent Video Paragraph Captioning.
ICIP
Kashu Yamazaki, Sang Truong, Viet-Khoa Vo-Ho, Michael Kidd, Chase Rainwater, Khoa Luu, Ngan Le
2022 J jnl
VLCap: Vision-Language with Contrastive Learning for Coherent Video Paragraph Captioning.
CoRR
Kashu Yamazaki, Sang Truong, Khoa Vo, Michael Kidd, Chase Rainwater, Khoa Luu, Ngan Le
2022 J jnl
VLTinT: Visual-Linguistic Transformer-in-Transformer for Coherent Video Paragraph Captioning.
CoRR
Kashu Yamazaki, Khoa Vo, Sang Truong, Bhiksha Raj, Ngan Le
2022 J jnl
Vec2Face-v2: Unveil Human Faces from their Blackbox Features via Attention-based Network in Face Recognition.
CoRR
Thanh-Dat Truong, Chi Nhan Duong, Ngan Le, Marios Savvides, Khoa Luu
2021 — conf
3D-UCaps: 3D Capsules Unet for Volumetric Image Segmentation.
MICCAI (1)
Tan Nguyen, Binh-Son Hua, Ngan Le
2021 J jnl
ABN: Agent-Aware Boundary Networks for Temporal Action Proposal Generation.
IEEE Access
Khoa Vo, Kashu Yamazaki, Sang Truong, Minh-Triet Tran, Akihiro Sugimoto, Ngan Le
2021 A conf
AEI: Actors-Environment Interaction with Adaptive Attention for Temporal Action Proposals Generation.
BMVC
Khoa Vo, Hyekang Joo, Kashu Yamazaki, Sang Truong, Kris Kitani, Minh-Triet Tran, Ngan Le
2021 J jnl
AEI: Actors-Environment Interaction with Adaptive Attention for Temporal Action Proposals Generation.
CoRR
Khoa Vo, Hyekang Joo, Kashu Yamazaki, Sang Truong, Kris Kitani, Minh-Triet Tran, Ngan Le
2021 Misc conf
Agent-Environment Network for Temporal Action Proposal Generation.
ICASSP
Viet-Khoa Vo-Ho, Ngan Le, Kashu Yamazaki, Akihiro Sugimoto, Minh-Triet Tran
2021 J jnl
Agent-Environment Network for Temporal Action Proposal Generation.
CoRR
Viet-Khoa Vo-Ho, Ngan Le, Kashu Yamazaki, Akihiro Sugimoto, Minh-Triet Tran
2021 A* conf
BiMaL: Bijective Maximum Likelihood Approach to Domain Adaptation in Semantic Scene Segmentation.
ICCV
Thanh-Dat Truong, Chi Nhan Duong, Ngan Le, Son Lam Phung, Chase Rainwater, Khoa Luu
2021 J jnl
BiMaL: Bijective Maximum Likelihood Approach to Domain Adaptation in Semantic Scene Segmentation.
CoRR
Thanh-Dat Truong, Chi Nhan Duong, Ngan Le, Son Lam Phung, Chase Rainwater, Khoa Luu
2021 J jnl
Deep Reinforcement Learning in Computer Vision: A Comprehensive Survey.
CoRR
Ngan Le, Vidhiwar Singh Rathour, Kashu Yamazaki, Khoa Luu, Marios Savvides
2021 J jnl
Fast Flow Reconstruction via Robust Invertible n × n Convolution.
Future Internet
Thanh-Dat Truong, Chi Nhan Duong, Minh-Triet Tran, Ngan Le, Khoa Luu
2021 — conf
Multi-module Recurrent Convolutional Neural Network with Transformer Encoder for ECG Arrhythmia Classification.
BHI
Minh Duc Le, Vidhiwar Singh Rathour, Quang Sang Truong, Quan Mai, Brijesh Patel, Ngan Le
2021 B conf
PairFlow: Enhancing Portable Chest X-Ray By Flow-Based Deformation For Covid-19 Diagnosing.
ICIP
Ngan Le, James Sorensen, Toan Duc Bui, Arabinda Choudhary, Khoa Luu, Hien Van Nguyen
2021 — conf
Point-Unet: A Context-Aware Point-Based Neural Network for Volumetric Segmentation.
MICCAI (1)
Ngoc-Vuong Ho, Tan Nguyen, Gia-Han Diep, Ngan Le, Binh-Son Hua
2021 J jnl
Self-Supervised Learning via multi-Transformation Classification for Action Recognition.
CoRR
Duc-Quang Vu, Ngan Le, Jia-Ching Wang
2021 J jnl
Teaching Yourself: A Self-Knowledge Distillation Approach to Action Recognition.
IEEE Access
Duc-Quang Vu, Ngan Le, Jia-Ching Wang
2021 A* conf
The Right to Talk: An Audio-Visual Transformer Approach.
ICCV
Thanh-Dat Truong, Chi Nhan Duong, The De Vu, Hoang Anh Pham, Bhiksha Raj, Ngan Le, Khoa Luu
2021 J jnl
The Right to Talk: An Audio-Visual Transformer Approach.
CoRR
Thanh-Dat Truong, Chi Nhan Duong, The De Vu, Hoang Anh Pham, Bhiksha Raj, Ngan Le, Khoa Luu
2020 B conf
A Multi-task Contextual Atrous Residual Network for Brain Tumor Detection & Segmentation.
ICPR
Ngan Le, Kashu Yamazaki, Kha Gia Quach, Dat T. Truong, Marios Savvides
2020 J jnl
A Multi-task Contextual Atrous Residual Network for Brain Tumor Detection & Segmentation.
CoRR
Ngan Le, Kashu Yamazaki, Dat T. Truong, Kha Gia Quach, Marios Savvides
2020 — conf
Correction to: Interpretable and Annotation-Efficient Learning for Medical Image Computing.
iMIMIC/MIL3ID/LABELS@MICCAI
Jaime S. Cardoso, Hien Van Nguyen, Nicholas Heller, Pedro Henriques Abreu, Ivana Isgum, Wilson Silva, Ricardo P. M. Cruz, José Pereira Amorim, Vishal Patel, Badri Roysam, S. Kevin Zhou, Steve B. Jiang, Ngan Le, Khoa Luu, Raphael Sznitman, Veronika Cheplygina, Diana Mateus, Emanuele Trucco, Samaneh Abbasi-Sureshjani
2020 — conf
Domain Generalization via Universal Non-volume Preserving Approach.
CRV
Dat T. Truong, Chi Nhan Duong, Khoa Luu, Minh-Triet Tran, Ngan Le
2020 — conf
Flow-Based Deformation Guidance for Unpaired Multi-contrast MRI Image-to-Image Translation.
MICCAI (2)
Toan Duc Bui, Manh Nguyen, Ngan Le, Khoa Luu
2020 J jnl
Flow-based Deformation Guidance for Unpaired Multi-Contrast MRI Image-to-Image Translation.
CoRR
Toan Duc Bui, Manh Nguyen, Ngan Le, Khoa Luu
2020 — ed.
Interpretable and Annotation-Efficient Learning for Medical Image Computing - Third International Workshop, iMIMIC 2020, Second International Workshop, MIL3ID 2020, and 5th International Workshop, LABELS 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4-8, 2020, Proceedings
iMIMIC/MIL3ID/LABELS@MICCAI
Jaime S. Cardoso, Hien Van Nguyen, Nicholas Heller, Pedro Henriques Abreu, Ivana Isgum, Wilson Silva, Ricardo P. M. Cruz, José Pereira Amorim, Vishal Patel, Badri Roysam, S. Kevin Zhou, Steve B. Jiang, Ngan Le, Khoa Luu, Raphael Sznitman, Veronika Cheplygina, Diana Mateus, Emanuele Trucco, Samaneh Abbasi-Sureshjani
2020 J jnl
LIAAD: Lightweight Attentive Angular Distillation for Large-scale Age-Invariant Face Recognition.
CoRR
Thanh-Dat Truong, Chi Nhan Duong, Kha Gia Quach, Ngan Le, Khoa Luu, Tien D. Bui
2020 B conf
Offset Curves Loss for Imbalanced Problem in Medical Segmentation.
ICPR
Ngan Le, T. Hoang Ngan Le, Kashu Yamazaki, Toan Duc Bui, Khoa Luu, Marios Savvides
2020 J jnl
Offset Curves Loss for Imbalanced Problem in Medical Segmentation.
CoRR
Ngan Le, T. Hoang Ngan Le, Kashu Yamazaki, Toan Duc Bui, Khoa Luu, Marios Savvides
2019 A* conf
Automatic Face Aging in Videos via Deep Reinforcement Learning.
CVPR
Chi Nhan Duong, Khoa Luu, Kha Gia Quach, Nghia Nguyen, Eric Patterson, Tien D. Bui, Ngan Le
2019 — ed.
Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data - First MICCAI Workshop, DART 2019, and First International Workshop, MIL3ID 2019, Shenzhen, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13 and 17, 2019, Proceedings
DART/MIL3ID@MICCAI
Qian Wang, Fausto Milletari, Hien Van Nguyen, Shadi Albarqouni, M. Jorge Cardoso, Nicola Rieke, Ziyue Xu, Konstantinos Kamnitsas, Vishal Patel, Badri Roysam, Steve B. Jiang, S. Kevin Zhou, Khoa Luu, Ngan Le
2019 J jnl
Generative Flow via Invertible nxn Convolution.
CoRR
Thanh-Dat Truong, Khoa Luu, Chi Nhan Duong, Ngan Le, Minh-Triet Tran
2019 J jnl
Image Alignment in Unseen Domains via Domain Deep Generalization.
CoRR
Thanh-Dat Truong, Khoa Luu, Chi Nhan Duong, Ngan Le, Minh-Triet Tran
2019 — conf
MobiFace: A Lightweight Deep Learning Face Recognition on Mobile Devices.
BTAS
Chi Nhan Duong, Kha Gia Quach, Ibsa Jalata, Ngan Le, Khoa Luu
2019 J jnl
ShrinkTeaNet: Million-scale Lightweight Face Recognition via Shrinking Teacher-Student Networks.
CoRR
Chi Nhan Duong, Khoa Luu, Kha Gia Quach, Ngan Le
2018 J jnl
Automatic Face Aging in Videos via Deep Reinforcement Learning.
CoRR
Chi Nhan Duong, Khoa Luu, Kha Gia Quach, Nghia Nguyen, Eric Patterson, Tien D. Bui, Ngan Le
2018 J jnl
MobiFace: A Lightweight Deep Learning Face Recognition on Mobile Devices.
CoRR
Chi Nhan Duong, Kha Gia Quach, Ngan Le, Nghia Nguyen, Khoa Luu
2018 J jnl
Non-Volume Preserving-based Feature Fusion Approach to Group-Level Expression Recognition on Crowd Videos.
CoRR
Kha Gia Quach, Ngan Le, Khoa Luu, Chi Nhan Duong, Ibsa Jalata, Karl Ricanek