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Hieu Le
Hieu Le
EPFL; Stony Brook University
Geverifieerd e-mailadres voor cs.stonybrook.edu - Homepage
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Iterative Crowd Counting
V Ranjan, H Le, M Hoai
Proceedings of the European Conference on Computer Vision (ECCV), 2018
3282018
Shadow removal via shadow image decomposition
H Le, D Samaras
Proceedings of the International Conference on Computer Vision (ICCV), 8578-8587, 2019
1872019
A+ D Net: Training a Shadow Detector with Adversarial Shadow Attenuation
H Le, TFY Vicente, V Nguyen, M Hoai, D Samaras
Proceedings of the European Conference on Computer Vision (ECCV), 662-678, 2018
1342018
From shadow segmentation to shadow removal
H Le, D Samaras
Proceedings of the European Conference on Computer Vision (ECCV), 264-281, 2020
1062020
Generating representative samples for few-shot classification
J Xu, H Le
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
682022
Aerial-trained deep learning networks for surveying cetaceans from satellite imagery
A Borowicz, H Le, G Humphries, G Nehls, C Höschle, V Kosarev, ...
PloS one 14 (10), e0212532, 2019
672019
Variational feature disentangling for fine-grained few-shot classification
J Xu, H Le, M Huang, SR Athar, D Samaras
Proceedings of the IEEE/CVF international conference on computer vision …, 2021
612021
Physics-based shadow image decomposition for shadow removal
H Le, D Samaras
IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (12), 9088 …, 2021
602021
Efficient video segmentation using parametric graph partitioning
CP Yu, H Le, G Zelinsky, D Samaras
Proceedings of the IEEE International Conference on Computer Vision (ICCV …, 2015
342015
Zero-shot object counting
J Xu, H Le, V Nguyen, V Ranjan, D Samaras
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
292023
Generating features with increased crop-related diversity for few-shot object detection
J Xu, H Le, D Samaras
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
222023
Efficient and extensible policy mining for relationship-based access control
T Bui, SD Stoller, H Le
Proceedings of the 24th ACM Symposium on Access Control Models and …, 2019
212019
Co-Localization With Category-Consistent Features and Geodesic Distance Propagation
H Le, CP Yu, G Zelinsky, D Samaras
The IEEE International Conference on Computer Vision (ICCV), pp. 1103-1112, 2017
202017
Weakly Labeling the Antarctic: The Penguin Colony Case
H Le, B Gonçalves, D Samaras, H Lynch
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019
192019
Geodesic distance histogram feature for video segmentation
H Le, V Nguyen, CP Yu, D Samaras
Asian Conference on Computer Vision (ACCV), 275-290, 2016
172016
A convolutional neural network architecture designed for the automated survey of seabird colonies
H Le, D Samaras, HJ Lynch
Remote Sensing in Ecology and Conservation 8 (2), 251-262, 2022
92022
Temporal feature warping for video shadow detection
S Hu, H Le, D Samaras
arXiv preprint arXiv:2107.14287, 2021
92021
ZigZag: Universal Sampling-free Uncertainty Estimation Through Two-Step Inference
N Durasov, N Dorndorf, H Le, P Fua
Transactions on Machine Learning Research, 2024
52024
Zero-shot object counting with language-vision models
J Xu, H Le, D Samaras
arXiv preprint arXiv:2309.13097, 2023
42023
Enabling Uncertainty Estimation in Iterative Neural Networks
N Durasov, D Oner, J Donier, H Le, P Fua
ICML 2024, 2024
32024
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Artikelen 1–20