Hieu Le (Hiếu Lê)
Assistant Professor, University of North Carolina at Charlotte
Charlotte Computer Vision Lab
I work on controllable and reliable machine vision: models that follow constraints, explain their reasoning, and produce calibrated uncertainty.
News
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[2026] Six papers have been accepted to ECCV 2026.
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[2026] Three papers have been accepted to CVPR 2026: Personalized Image Descriptions, MS-Temba, and InstAlign (Workshop on Pixel-level Video Understanding in the Wild)
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[2026] Learning to Weight Parameters for Data Attribution has been accepted to ICLR 2026.
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[2026] CORA has been accepted to WACV 2026.
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[2025] Part-SDF has been accepted to TMLR 2025.
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[2025] Iterative meshing of UDFs has been accepted to NeurIPS 2025.
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[2025] Two papers have been accepted to ICCV 2025, both are selected for Oral presentation (64 out of 11,239 submissions).
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[2025] A paper on identifying reliable seeds for diffusion models has been accepted to ICLR25.
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[2024] Two papers accepted to WACV 2025: Material-Consistent Shadow Edges, and Multi-Class Object Counting.
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[2024] Pseudo-Density has been accepted to TMLR. Similar to Latent Density Score, this paper reveals the learning mechanism of generative models.
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[2024] Four papers accepted to ECCV 2024: Latent Density Score, Neural Surface Localization, Pseudo-Pixel Weighting, and Beyond Pixels.
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[2024] A paper on 3D heart generation has been accepted to MICCAI 2024.
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[2024] Our paper on uncertainty estimation has been accepted to ICML 2024.
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[2024] Zigzag has been accepted by TMLR. Zigzag is a universal uncertainty estimation method that requires only two inference passes.
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[2023] Two papers accepted to CVPR 2023: Zero-Shot Object Counting and Few-Shot Object Detection.
Selected Publications
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- Reviewer: TPAMI, IJCV, TIP, CVIU, ISPRS.
- Reviewer: CVPR, ICCV, ECCV, AAAI, ACCV, ICLR, ICML, NeurIPS.
Awards
- DAAD Postdoc-NeT-AI 2024.
- Outstanding Reviewer: ECCV 2020, CVPR 2021, ACCV 2022.
- Vietnam Education Foundation Fellowship.
- Silver Medal, Vietnam National Olympiad in Informatics.