Hien Van Nguyen
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
27
Venues
10
Active years
2010–2026
Best venue rank
A*
Where they publish
Papers
27 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | WACV | Contrastive Integrated Gradients: A Feature Attribution-Based Method for Explaining Whole Slide Image Classification. | Anh Mai Vu, Tuan L. Vo, Ngoc Lam Quang Bui, Nam N. B. Le, Akash Awasthi, Huy Quoc Vo, Thanh-Huy Nguyen, Zhu Han, Chandra Mohan, Hien Van Nguyen |
| 2025 | MICCAI | MAARTA:Multi-agentic Adaptive Radiology Teaching Assistant. | Akash Awasthi, Brandon V. Chung, Anh M. Vu, Ngan Le, Rishi Agrawal, Zhigang Deng, Carol C. Wu, Hien Van Nguyen |
| 2025 | MICCAI | Frequency Strikes Back: Boosting Parameter-Efficient Foundation Model Adaptation for Medical Imaging. | Son T. Ly, Hien Van Nguyen |
| 2024 | MMSP | Anomaly Detection in Satellite Videos Using Diffusion Models. | Akash Awasthi, Son T. Ly, Jaer Nizam, Videet Mehta, Safwan Ahmad, Ramakrishna Nemani, Saurabh Prasad, Hien Van Nguyen |
| 2022 | MICCAI | Removal of Confounders via Invariant Risk Minimization for Medical Diagnosis. | Samira Zare, Hien Van Nguyen |
| 2021 | ICIP | PairFlow: Enhancing Portable Chest X-Ray By Flow-Based Deformation For Covid-19 Diagnosing. | Ngan Le, James Sorensen, Toan Duc Bui, Arabinda Choudhary, Khoa Luu, Hien Van Nguyen |
| 2021 | MICCAI | MorphSet: Improving Renal Histopathology Case Assessment Through Learned Prognostic Vectors. | Pietro Antonio Cicalese, Syed Asad Rizvi, Victor Wang, Sai Patibandla, Pengyu Yuan, Samira Zare, Katharina Moos, Ibrahim Batal, Marian Clahsen-van Groningen, Candice Roufosse, Jan Ulrich Becker, Chandra Mohan, Hien Van Nguyen |
| 2021 | WACV | Adaptive Privacy Preserving Deep Learning Algorithms for Medical Data. | Xinyue Zhang, Jiahao Ding, Maoqiang Wu, Stephen T. C. Wong, Hien Van Nguyen, Miao Pan |
| 2020 | ECCV | Multiple Class Novelty Detection Under Data Distribution Shift. | Poojan Oza, Hien Van Nguyen, Vishal M. Patel |
| 2020 | MICCAI | Correction to: Interpretable and Annotation-Efficient Learning for Medical Image Computing. | Jaime S. Cardoso, Hien Van Nguyen, Nicholas Heller, Pedro Henriques Abreu, Ivana Isgum, Wilson Silva, Ricardo P. M. Cruz, Jos 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 | MICCAI | StyPath: Style-Transfer Data Augmentation for Robust Histology Image Classification. | Pietro Antonio Cicalese, Aryan Mobiny, Pengyu Yuan, Jan Ulrich Becker, Chandra Mohan, Hien Van Nguyen |
| 2020 | MICCAI | DECAPS: Detail-Oriented Capsule Networks. | Aryan Mobiny, Pengyu Yuan, Pietro Antonio Cicalese, Hien Van Nguyen |
| 2020 | MICCAI | Cellular/Vascular Reconstruction Using a Deep CNN for Semantic Image Preprocessing and Explicit Segmentation. | Leila Saadatifard, Aryan Mobiny, Pavel A. Govyadinov, Hien Van Nguyen, David Mayerich |
| 2020 | MICCAI | Few Is Enough: Task-Augmented Active Meta-learning for Brain Cell Classification. | Pengyu Yuan, Aryan Mobiny, Jahandar Jahanipour, Xiaoyang Li, Pietro Antonio Cicalese, Badrinath Roysam, Vishal M. Patel, Maric Dragan, Hien Van Nguyen |
| 2019 | ICASSP | Surgical Activities Recognition Using Multi-scale Recurrent Networks. | Ilker Gurcan, Hien Van Nguyen |
| 2018 | MICCAI | Fast CapsNet for Lung Cancer Screening. | Aryan Mobiny, Hien Van Nguyen |
| 2017 | VTC | Stacked LSTM Deep Learning Model for Traffic Prediction in Vehicle-to-Vehicle Communication. | Xunsheng Du, Huaqing Zhang, Hien Van Nguyen, Zhu Han |
| 2015 | ICCV | Unsupervised Cross-Modal Synthesis of Subject-Specific Scans. | Raviteja Vemulapalli, Hien Van Nguyen, Shaohua Kevin Zhou |
| 2015 | MICCAI | Cross-Domain Synthesis of Medical Images Using Efficient Location-Sensitive Deep Network. | Hien Van Nguyen, Shaohua Kevin Zhou, Raviteja Vemulapalli |
| 2014 | WACV | Max residual classifier. | Hien Van Nguyen, Vishal M. Patel |
| 2013 | CVPR | Generalized Domain-Adaptive Dictionaries. | Sumit Shekhar, Vishal M. Patel, Hien Van Nguyen, Rama Chellappa |
| 2013 | ICCV | Latent Space Sparse Subspace Clustering. | Vishal M. Patel, Hien Van Nguyen, Ren Vidal |
| 2012 | ACCV | Design of Non-Linear Discriminative Dictionaries for Image Classification. | Ashish Shrivastava, Hien Van Nguyen, Vishal M. Patel, Rama Chellappa |
| 2012 | ECCV | Sparse Embedding: A Framework for Sparsity Promoting Dimensionality Reduction. | Hien Van Nguyen, Vishal M. Patel, Nasser M. Nasrabadi, Rama Chellappa |
| 2012 | ICASSP | Kernel dictionary learning. | Hien Van Nguyen, Vishal M. Patel, Nasser M. Nasrabadi, Rama Chellappa |
| 2011 | ICIP | Concentric ring signature descriptor for 3D objects. | Hien Van Nguyen, Fatih Porikli |
| 2010 | CVPR | Tracking via object reflectance using a hyperspectral video camera. | Hien Van Nguyen, Amit Banerjee, Rama Chellappa |