Hieu Le

According to our database, Hieu Le authored at least 29 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

ZigZag: Universal Sampling-free Uncertainty Estimation Through Two-Step Inference.

Nikita Durasov, Nik Dorndorf, Hieu Le, Pascal Fua

Trans. Mach. Learn. Res., 2024

Gradient Distance Function.

Hieu Le, Federico Stella, Benoît Guillard, Pascal Fua

CoRR, 2024

Learning Frame-Wise Emotion Intensity for Audio-Driven Talking-Head Generation.

Jingyi Xu, Hieu Le, Zhixin Shu, Yang Wang, Yi-Hsuan Tsai, Dimitris Samaras

CoRR, 2024

Shadow Removal Refinement via Material-Consistent Shadow Edges.

Shilin Hu, Hieu Le, ShahRukh Athar, Sagnik Das, Dimitris Samaras

CoRR, 2024

Generating Anatomically Accurate Heart Structures via Neural Implicit Fields.

Jiancheng Yang, Ekaterina Sedykh, Jason Ken Adhinarta, Hieu Le, Pascal Fua

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Enabling Uncertainty Estimation in Iterative Neural Networks.

Nikita Durasov, Doruk Öner, Jonathan Donier, Hieu Le, Pascal Fua

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Assessing Sample Quality via the Latent Space of Generative Models.

Jingyi Xu, Hieu Le, Dimitris Samaras

Proceedings of the Computer Vision - ECCV 2024, 2024

Neural Surface Detection for Unsigned Distance Fields.

Federico Stella, Nicolas Talabot, Hieu Le, Pascal Fua

Proceedings of the Computer Vision - ECCV 2024, 2024

Weighting Pseudo-labels via High-Activation Feature Index Similarity and Object Detection for Semi-supervised Segmentation.

Prantik Howlader, Hieu Le, Dimitris Samaras

Proceedings of the Computer Vision - ECCV 2024, 2024

Beyond Pixels: Semi-supervised Semantic Segmentation with a Multi-scale Patch-Based Multi-label Classifier.

Prantik Howlader, Srijan Das, Hieu Le, Dimitris Samaras

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Zero-Shot Object Counting with Language-Vision Models.

Jingyi Xu, Hieu Le, Dimitris Samaras

CoRR, 2023

Enforcing Topological Interaction between Implicit Surfaces via Uniform Sampling.

Hieu Le, Nicolas Talabot, Jiancheng Yang, Pascal Fua

CoRR, 2023

Learning from Pseudo-labeled Segmentation for Multi-Class Object Counting.

Jingyi Xu, Hieu Le, Dimitris Samaras

CoRR, 2023

Generating Features with Increased Crop-Related Diversity for Few-Shot Object Detection.

Jingyi Xu, Hieu Le, Dimitris Samaras

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Zero-Shot Object Counting.

Jingyi Xu, Hieu Le, Vu Nguyen, Viresh Ranjan, Dimitris Samaras

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Physics-Based Shadow Image Decomposition for Shadow Removal.

Hieu Le, Dimitris Samaras

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Generating Representative Samples for Few-Shot Classification.

Jingyi Xu, Hieu Le

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Temporal Feature Warping for Video Shadow Detection.

Shilin Hu, Hieu Le, Dimitris Samaras

CoRR, 2021

Variational Feature Disentangling for Fine-Grained Few-Shot Classification.

Jingyi Xu, Hieu Le, Mingzhen Huang, ShahRukh Athar, Dimitris Samaras

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

From Shadow Segmentation to Shadow Removal.

Hieu Le, Dimitris Samaras

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Shadow Removal via Shadow Image Decomposition.

Hieu Le, Dimitris Samaras

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Weakly Labeling the Antarctic: The Penguin Colony Case.

Hieu Le, Bento Collares Gonçalves, Dimitris Samaras, Heather J. Lynch

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018

Iterative Crowd Counting.

Viresh Ranjan, Hieu Le, Minh Hoai

Proceedings of the Computer Vision - ECCV 2018, 2018

A+D Net: Training a Shadow Detector with Adversarial Shadow Attenuation.

Hieu Le, Tomas F. Yago Vicente, Vu Nguyen, Minh Hoai, Dimitris Samaras

Proceedings of the Computer Vision - ECCV 2018, 2018

2017

A+D-Net: Shadow Detection with Adversarial Shadow Attenuation.

Hieu Le, Tomas F. Yago Vicente, Vu Nguyen, Minh Hoai, Dimitris Samaras

CoRR, 2017

Co-localization with Category-Consistent Features and Geodesic Distance Propagation.

Hieu Le, Chen-Ping Yu, Gregory J. Zelinsky, Dimitris Samaras

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

2016

Co-localization with Category-Consistent CNN Features and Geodesic Distance Co-Propagation.

Hieu Le, Chen-Ping Yu, Gregory J. Zelinsky, Dimitris Samaras

CoRR, 2016

Geodesic Distance Histogram Feature for Video Segmentation.

Hieu Le, Vu Nguyen, Chen-Ping Yu, Dimitris Samaras

Proceedings of the Computer Vision - ACCV 2016, 2016

2015

Efficient Video Segmentation Using Parametric Graph Partitioning.

Chen-Ping Yu, Hieu Le, Gregory J. Zelinsky, Dimitris Samaras

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015