Hervé Le Borgne

Commissariat à l'Énergie Atomique et aux Énergies Alternatives — France

Computer Science · Physical Sciences

15h-index889citations133works1.22yr avg
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Research Topics

Advanced Image and Video Retrieval Techniques(58), Image Retrieval and Classification Techniques(48), Multimodal Machine Learning Applications(37), Domain Adaptation and Few-Shot Learning(27), Video Analysis and Summarization(16)

Publications133 total

Reliable and Reproducible Demographic Inference for Fairness in Face Analysis
arXiv (Cornell University)·2025Open Access
CaMiT: A Time-Aware Car Model Dataset for Classification and Generation
arXiv (Cornell University)·2025Open Access
MVAT: Multi-View Aware Teacher for Weakly Supervised 3D Object Detection
arXiv (Cornell University)·2025Open Access
SAGA: Learning Signal-Aligned Distributions for Improved Text-to-Image Generation
arXiv (Cornell University)·2025Open Access
Explaining How Visual, Textual and Multimodal Encoders Share Concepts
arXiv (Cornell University)·2025Open Access
Interpretable image recognition with variable number of prototypes
SPIRE - Sciences Po Institutional REpository·2025
Cross-Modal Distillation for 2D/3D Multi-Object Discovery from 2D motion
2025
Text-to-Image Alignment in Denoising-Based Models through Step Selection
arXiv (Cornell University)·2025Open Access
ALPI: Auto-Labeller with Proxy Injection for 3D Object Detection using 2D Labels Only
2025
Fairer Analysis and Demographically Balanced Face Generation for Fairer Face Verification
2025
Automatic Die Studies for Ancient Numismatics
Lecture notes in computer science·2025· 1 citedOpen Access
Entity-Aware Cross-Modal Pretraining for Knowledge-Based Visual Question Answering
Lecture notes in computer science·2025
Fairer Analysis and Demographically Balanced Face Generation for Fairer Face Verification
arXiv (Cornell University)·2024Open Access
Les modèles de langage pour la génération de code tiennent-ils leurs promesses ?
SPIRE - Sciences Po Institutional REpository·2024Open Access
Toward Fairer Face Recognition Datasets
arXiv (Cornell University)·2024Open Access
Smooth Pseudo-Labeling
arXiv (Cornell University)·2024Open Access
Detection of Thermal Events by Semi-Supervised Learning for Tokamak First Wall Safety
arXiv (Cornell University)·2024Open Access
Semantic Generative Augmentations for Few-Shot Counting
2024· 7 citedOpen Access
TIAM - A Metric for Evaluating Alignment in Text-to-Image Generation
2024· 10 citedOpen Access
Detection of Thermal Events by Semi-Supervised Learning for Tokamak First Wall Safety
IEEE Transactions on Instrumentation and Measurement·2024· 5 cited
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Frequent Co-authors

Adrian Popescu(11), Michel Crucianu(9), Céline Hudelot(8), Noel E. O’Connor(6), Olivier Ferret(6), Youssef Tamaazousti(6), Amel Znaidia(5), Yannick Le Cacheux(4), Omar Adjali(4), Romaric Besançon(4), Alexandru Ginsca(4), Eddie Cooke(3), Brigitte Grau(3), Anne Guérin-Dugué(3), Perla Doubinsky(3), Nicolas Audebert(3), Michael Blighe(2), Thi Quynh Nhi Tran(2), Aymen Shabou(2), Bertrand Delezoide(2)