Le, Hieu
- Shadow Removal via Shadow Image Decomposition
2019/08/23 by Hieu Lê, Le, Hieu, Dimitris Samaras +1 · 11 citations
Computer Science · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Enhancement Techniques
- Grasp-Anything: Large-scale Grasp Dataset from Foundation Models
2023/09/18 by An Dinh Vuong, Vuong, An Dinh, Minh Nhat Vu +13 · 12 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robot Manipulation and Learning #Robotics (cs.RO)
- Zero-shot Object Counting
2023/03/03 by Jingyi Xu, Xu, Jingyi, Hieu Lê +7 · 11 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Data Stream Mining Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
- From Shadow Segmentation to Shadow Removal
2020/08/01 by Hieu Lê, Dimitris Samaras, Le, Hieu +1 · 8 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Video Surveillance and Tracking Methods #Face recognition and analysis
- Generating Representative Samples for Few-Shot Classification
2022/05/05 by Jingyi Xu, Xu, Jingyi, Hieu Lê +1 · 7 citations
Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #COVID-19 diagnosis using AI
- Variational Feature Disentangling for Fine-Grained Few-Shot Classification
2020/10/07 by Jingyi Xu, Hieu Lê, Xu, Jingyi +7 · 6 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Language-driven Grasp Detection
2024/06/13 by An Dinh Vuong, Minh Nhat Vu, Vuong, An Dinh +11 · 9 citations
Computer Science · #Advanced Malware Detection Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Online Learning and Analytics #Teaching and Learning Programming
- All Seeds Are Not Equal: Enhancing Compositional Text-to-Image Generation with Reliable Random Seeds
2024/11/27 by Shuangqi Li, Hieu Le, Li, Shuangqi +5 · 10 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG)
- Iterative Crowd Counting
2018/07/26 by Viresh Ranjan, Hieu Lê, Ranjan, Viresh +3 · 5 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
- A+D Net: Training a Shadow Detector with Adversarial Shadow Attenuation
2017/12/04 by Le, Hieu, Vicente, Tomas F. Yago, Nguyen, Vu +2 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- ZigZag: Universal Sampling-free Uncertainty Estimation Through Two-Step Inference
2022/11/21 by Nikita Durasov, Nik Dorndorf, Durasov, Nikita +3 · 4 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Generating Features with Increased Crop-related Diversity for Few-Shot Object Detection
2023/04/11 by Jingyi Xu, Xu, Jingyi, Hieu Lê +3 · 5 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- QT-DoG: Quantization-aware Training for Domain Generalization
2024/10/08 by Saqib Javed, Hieu Le, Javed, Saqib +3 · 5 citations
Computer Science · Engineering · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Processing Techniques and Applications #Machine Learning (cs.LG) #Robotics (cs.RO)
- Weakly Labeling the Antarctic: The Penguin Colony Case
2019/05/08 by Le, Hieu, Gonçalves, Bento, Samaras, Dimitris +1 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Counting Stacked Objects
2024/11/28 by Corentin Dumery, Dumery, Corentin, Noa Etté +11 · 4 citations
Computer Science · #Image Processing and 3D Reconstruction #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques
- PartSDF: Part-Based Implicit Neural Representation for Composite 3D Shape Parametrization and Optimization
2025/02/18 by Nicolas Talabot, Olivier Clerc, Talabot, Nicolas +7 · 5 citations
Engineering · Earth and Planetary Sciences · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Manufacturing Process and Optimization
- Pairwise-Constrained Implicit Functions for 3D Human Heart Modelling
2023/07/16 by Hieu Le, Hieu Van Le, Le, Hieu +8 · 1 voice · 2 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Human Pose and Action Recognition #cs.CV
- Importance-Based Token Merging for Efficient Image and Video Generation
2024/11/23 by Haoyu Wu, Jingyi Xu, Wu, Haoyu +5 · 5 citations
Social Sciences · #Access Control and Trust #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- OVRseen: Auditing Network Traffic and Privacy Policies in Oculus VR
2021/06/09 by Trimananda, Rahmadi, Le, Hieu, Cui, Hao +3 · 1 citation
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
- EmbryosFormer: Deformable Transformer and Collaborative Encoding-Decoding for Embryos Stage Development Classification
2022/10/07 by Tien-Phat Nguyen, Trong-Thang Pham, Nguyen, Tien-Phat +17 · 1 citation
Medicine · #Reproductive Biology and Fertility
- Enabling Uncertainty Estimation in Iterative Neural Networks
2024/03/25 by Nikita Durasov, Durasov, Nikita, Doruk Öner +7 · 2 citations
Engineering · Computer Science · #Fault Detection and Control Systems #Neural Networks and Applications #Anomaly Detection Techniques and Applications
- Assessing Sample Quality via the Latent Space of Generative Models
2024/07/21 by Jingyi Xu, Hieu Lê, Xu, Jingyi +3 · 3 citations
Computer Science · #Advanced Clustering Algorithms Research #Computer Vision and Pattern Recognition (cs.CV) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Neural Networks and Applications
- MedTet: An Online Motion Model for 4D Heart Reconstruction
2024/12/03 by Yihong Chen, Chen, Yihong, Yang Jian-cheng +7 · 3 citations
Medicine · #Cardiovascular Function and Risk Factors #Cardiac Valve Diseases and Treatments #Cardiac Imaging and Diagnostics
- Beyond Pixels: Semi-Supervised Semantic Segmentation with a Multi-scale Patch-based Multi-Label Classifier
2024/07/04 by Prantik Howlader, Srijan Das, Howlader, Prantik +5 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning and Data Classification #Text and Document Classification Technologies
- Controlling the Fidelity and Diversity of Deep Generative Models via Pseudo Density
2024/07/11 by Li, Shuangqi, Liu, Chen, Zhang, Tong +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Improving Contrastive Learning for Referring Expression Counting
2025/05/28 by Triaridis, Kostas, Kaliosis, Panagiotis, Nguyen, E-Ro +3 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- MS-Temba: Multi-Scale Temporal Mamba for Understanding Long Untrimmed Videos
2025/01/10 by Sinha, Arkaprava, Pu Wang, Raj, Monish Soundar +5 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Analysis and Summarization
- Phrase-Instance Alignment for Generalized Referring Segmentation
2024/11/22 by E-Ro Nguyen, Hieu Lê, Nguyen, E-Ro +5 · 1 citation
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Personalized Image Descriptions from Attention Sequences
2025/12/07 by Xue, Ruoyu, Le, Hieu, Xu, Jingyi +5 · 1 citation
Computer Science · #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection #Data Visualization and Analytics
- Shadow Removal Refinement via Material-Consistent Shadow Edges
2024/09/10 by Hu, Shilin, Le, Hieu, Athar, ShahRukh +2 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences