Frédéric Jurie

Centre National de la Recherche Scientifique — France

Computer Science · Physical Sciences

46h-index11.4kcitations292works0.52yr avg
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Research Topics

Advanced Image and Video Retrieval Techniques(112), Image Retrieval and Classification Techniques(68), Domain Adaptation and Few-Shot Learning(46), Face recognition and analysis(45), Face and Expression Recognition(37)

Publications292 total

Foundry: Distilling 3D Foundation Models for the Edge
arXiv (Cornell University)·2025Open Access
Intra-Modal Divergence-Weighted Distillation for Vision-Language Models
SPIRE - Sciences Po Institutional REpository·2025Open Access
Towards Uncertainty Quantification in Generative Model Learning
arXiv (Cornell University)·2025Open Access
Measuring and Addressing Information Leakage in Concept Bottleneck Models
2025
Toward simplicity in dynamic inference: a critical study and redesign of early-exit networks
Machine Vision and Applications·2025
Satellite Detection and Characterization Using Alternate Transformer Architectures for Spectro–Spatial RF Signal Analysis
IEEE Transactions on Aerospace and Electronic Systems·2025
Fast and Robust Magnetic Anomaly Detection Through Physics-Informed Neural Networks and CQR
IEEE Sensors Journal·2025
Toward Simplicity in Dynamic Inference: A Critical Study and Redesign of Early-Exit Networks
2025Open Access
Disentangling Visual Transformers: Patch-Level Interpretability for Image Classification
2025· 1 cited
Simulation-Augmented Physics-Aware Neural Networks for Nonlinear Inverse Problems
SPIRE - Sciences Po Institutional REpository·2025Open Access
Adapting Without Seeing: Text-Aided Domain Adaptation for Adapting CLIP-like Models to Novel Domains
2025Open Access
CHASE: Channel-Wise and Spatial Attention for Early Exiting in Image Classification
2025· 1 cited
Disentangling Visual Transformers: Patch-level Interpretability for Image Classification
arXiv (Cornell University)·2025Open Access
Seednet: Simple Early Exiting Dynamic Neural Networks Without Bells and Whistles
SSRN Electronic Journal·2025Open Access
A Low Rank Gaussian Mixture Latent Model for Face Generation
Lecture notes in computer science·2024
Balancing Accuracy and Efficiency in Budget-Aware Early-Exiting Neural Networks
Lecture notes in computer science·2024· 1 citedOpen Access
ICPR 2024 Competition on Domain Adaptation and GEneralization for Character Classification (DAGECC)
Lecture notes in computer science·2024Open Access
Diffusion Models for Counterfactual Explanations
Computer Vision and Image Understanding·2024· 1 cited
Beyond Internet Images: Evaluating Vision-Language Models for Domain Generalization on Synthetic-to-Real Industrial Datasets
SPIRE - Sciences Po Institutional REpository·2024Open Access
Text-to-Image Models for Counterfactual Explanations: a Black-Box Approach
2024· 6 cited
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Frequent Co-authors

Cordelia Schmid(6), Diane Larlus(5), Yu Su(5), Michel Dhome(5), Bill Triggs(4), Éric Nowak(3), C. Schmid(3), Bingpeng Ma(3), Maxime Bucher(3), Stéphane Herbin(3), Jakob Verbeek(3), Alexis Lechervy(3), Gaurav Sharma(3), Alexis Mignon(2), Vittorio Ferrari(2), Frank Moosmann(2), Gaurav Sharma(2), Sibt ul Hussain(2), Valentin Vielzeuf(2), Stéphane Pateux(2)