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ORCIDHieu Le 0001
Person information
- affiliation: EPFL, Laussane, Switzerland
- affiliation: Amazon Robotics, MA, USA
- affiliation: Stony Brook University, Department of Computer Science, NY, USA
Other persons with the same name
- Hieu Le — disambiguation page
- Hieu Le 0002
![[0000-0003-2510-073X]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0003-2510-073X")
— Texas A&M University, Department of Electrical and Computer Engineering, TX, USA - Hieu Le 0003 — University of California, Irvine, USA
- Hieu Le 0004 — University of Illinois Urbana-Champaign, Department of Computer Science, USA
- Hieu Le 0005 — TU Berlin, Department of Telecommunication Systems, Germany
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2020 – today
- 2024
[j2]Nikita Durasov, Nik Dorndorf, Hieu Le, Pascal Fua:
ZigZag: Universal Sampling-free Uncertainty Estimation Through Two-Step Inference. Trans. Mach. Learn. Res. 2024 (2024)- [c18]Prantik Howlader, Srijan Das, Hieu Le, Dimitris Samaras:
Beyond Pixels: Semi-supervised Semantic Segmentation with a Multi-scale Patch-Based Multi-label Classifier. ECCV (75) 2024: 342-360 - [c17]Federico Stella, Nicolas Talabot, Hieu Le, Pascal Fua:
Neural Surface Detection for Unsigned Distance Fields. ECCV (58) 2024: 394-409 - [c16]Jingyi Xu, Hieu Le, Dimitris Samaras:
Assessing Sample Quality via the Latent Space of Generative Models. ECCV (59) 2024: 449-464 - [c15]Prantik Howlader, Hieu Le, Dimitris Samaras:
Weighting Pseudo-labels via High-Activation Feature Index Similarity and Object Detection for Semi-supervised Segmentation. ECCV (75) 2024: 456-474 - [c14]Nikita Durasov, Doruk Öner, Jonathan Donier, Hieu Le, Pascal Fua:
Enabling Uncertainty Estimation in Iterative Neural Networks. ICML 2024 - [c13]Jiancheng Yang, Ekaterina Sedykh, Jason Ken Adhinarta, Hieu Le, Pascal Fua:
Generating Anatomically Accurate Heart Structures via Neural Implicit Fields. MICCAI (1) 2024: 264-274 - [i23]Nikita Durasov, Doruk Öner, Jonathan Donier, Hieu Le, Pascal Fua:
Enabling Uncertainty Estimation in Iterative Neural Networks. CoRR abs/2403.16732 (2024) - [i22]Prantik Howlader, Srijan Das, Hieu Le, Dimitris Samaras:
Beyond Pixels: Semi-Supervised Semantic Segmentation with a Multi-scale Patch-based Multi-Label Classifier. CoRR abs/2407.04036 (2024) - [i21]Prantik Howlader, Hieu Le, Dimitris Samaras:
Weighting Pseudo-Labels via High-Activation Feature Index Similarity and Object Detection for Semi-Supervised Segmentation. CoRR abs/2407.12630 (2024) - [i20]Jingyi Xu, Hieu Le, Dimitris Samaras:
Assessing Sample Quality via the Latent Space of Generative Models. CoRR abs/2407.15171 (2024) - [i19]Federico Stella, Nicolas Talabot, Hieu Le, Pascal Fua:
Neural Surface Detection for Unsigned Distance Fields. CoRR abs/2407.18381 (2024) - [i18]Shilin Hu, Hieu Le, ShahRukh Athar, Sagnik Das, Dimitris Samaras:
Shadow Removal Refinement via Material-Consistent Shadow Edges. CoRR abs/2409.06848 (2024) - [i17]Jingyi Xu, Hieu Le, Zhixin Shu, Yang Wang, Yi-Hsuan Tsai, Dimitris Samaras:
Learning Frame-Wise Emotion Intensity for Audio-Driven Talking-Head Generation. CoRR abs/2409.19501 (2024) - [i16]Hieu Le, Federico Stella, Benoît Guillard, Pascal Fua:
Gradient Distance Function. CoRR abs/2410.22422 (2024) - 2023
- [c12]Jingyi Xu, Hieu Le, Vu Nguyen, Viresh Ranjan, Dimitris Samaras:
Zero-Shot Object Counting. CVPR 2023: 15548-15557 - [c11]Jingyi Xu, Hieu Le, Dimitris Samaras:
Generating Features with Increased Crop-Related Diversity for Few-Shot Object Detection. CVPR 2023: 19713-19722 - [i15]Jingyi Xu, Hieu Le, Vu Nguyen, Viresh Ranjan, Dimitris Samaras:
Zero-shot Object Counting. CoRR abs/2303.02001 (2023) - [i14]Jingyi Xu, Hieu Le, Dimitris Samaras:
Generating Features with Increased Crop-related Diversity for Few-Shot Object Detection. CoRR abs/2304.05096 (2023) - [i13]Jingyi Xu, Hieu Le, Dimitris Samaras:
Learning from Pseudo-labeled Segmentation for Multi-Class Object Counting. CoRR abs/2307.07677 (2023) - [i12]Hieu Le, Nicolas Talabot, Jiancheng Yang, Pascal Fua:
Enforcing Topological Interaction between Implicit Surfaces via Uniform Sampling. CoRR abs/2307.08716 (2023) - [i11]Jingyi Xu, Hieu Le, Dimitris Samaras:
Zero-Shot Object Counting with Language-Vision Models. CoRR abs/2309.13097 (2023) - 2022
- [j1]Hieu Le, Dimitris Samaras:
Physics-Based Shadow Image Decomposition for Shadow Removal. IEEE Trans. Pattern Anal. Mach. Intell. 44(12): 9088-9101 (2022) - [c10]Jingyi Xu, Hieu Le:
Generating Representative Samples for Few-Shot Classification. CVPR 2022: 8993-9003 - [i10]Jingyi Xu, Hieu Le:
Generating Representative Samples for Few-Shot Classification. CoRR abs/2205.02918 (2022) - 2021
- [c9]Jingyi Xu, Hieu Le, Mingzhen Huang, ShahRukh Athar, Dimitris Samaras:
Variational Feature Disentangling for Fine-Grained Few-Shot Classification. ICCV 2021: 8792-8801 - [i9]Shilin Hu, Hieu Le, Dimitris Samaras:
Temporal Feature Warping for Video Shadow Detection. CoRR abs/2107.14287 (2021) - 2020
- [c8]Hieu Le, Dimitris Samaras:
From Shadow Segmentation to Shadow Removal. ECCV (11) 2020: 264-281 - [i8]Hieu Le, Dimitris Samaras:
From Shadow Segmentation to Shadow Removal. CoRR abs/2008.00267 (2020) - [i7]Hieu Le, Dimitris Samaras:
Physics-based Shadow Image Decomposition for Shadow Removal. CoRR abs/2012.13018 (2020)
2010 – 2019
- 2019
- [c7]Hieu Le, Bento Collares Gonçalves, Dimitris Samaras, Heather J. Lynch:
Weakly Labeling the Antarctic: The Penguin Colony Case. CVPR Workshops 2019: 18-25 - [c6]Hieu Le, Dimitris Samaras:
Shadow Removal via Shadow Image Decomposition. ICCV 2019: 8577-8586 - [i6]Hieu Le, Bento Collares Gonçalves, Dimitris Samaras, Heather J. Lynch:
Weakly Labeling the Antarctic: The Penguin Colony Case. CoRR abs/1905.03313 (2019) - [i5]Hieu Le, Dimitris Samaras:
Shadow Removal via Shadow Image Decomposition. CoRR abs/1908.08628 (2019) - 2018
- [c5]Viresh Ranjan, Hieu Le, Minh Hoai:
Iterative Crowd Counting. ECCV (7) 2018: 278-293 - [c4]Hieu Le, Tomas F. Yago Vicente, Vu Nguyen, Minh Hoai, Dimitris Samaras:
A+D Net: Training a Shadow Detector with Adversarial Shadow Attenuation. ECCV (2) 2018: 680-696 - [i4]Viresh Ranjan, Hieu Le, Minh Hoai:
Iterative Crowd Counting. CoRR abs/1807.09959 (2018) - 2017
- [c3]Hieu Le, Chen-Ping Yu, Gregory J. Zelinsky, Dimitris Samaras:
Co-localization with Category-Consistent Features and Geodesic Distance Propagation. ICCV Workshops 2017: 1103-1112 - [i3]Hieu Le, Vu Nguyen, Chen-Ping Yu, Dimitris Samaras:
Geodesic Distance Histogram Feature for Video Segmentation. CoRR abs/1704.00077 (2017) - [i2]Hieu Le, Tomas F. Yago Vicente, Vu Nguyen, Minh Hoai, Dimitris Samaras:
A+D-Net: Shadow Detection with Adversarial Shadow Attenuation. CoRR abs/1712.01361 (2017) - 2016
- [c2]Hieu Le, Vu Nguyen, Chen-Ping Yu, Dimitris Samaras:
Geodesic Distance Histogram Feature for Video Segmentation. ACCV (1) 2016: 275-290 - [i1]Hieu Le, Chen-Ping Yu, Gregory J. Zelinsky, Dimitris Samaras:
Co-localization with Category-Consistent CNN Features and Geodesic Distance Co-Propagation. CoRR abs/1612.03236 (2016) - 2015
- [c1]Chen-Ping Yu, Hieu Le, Gregory J. Zelinsky, Dimitris Samaras:
Efficient Video Segmentation Using Parametric Graph Partitioning. ICCV 2015: 3155-3163
Coauthor Index
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last updated on 2024-12-10 21:43 CET by the dblp team
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