Angélique Loesch

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 17

Top Topics

Object Detection

Top Venues

Publications

Rémi Marsal, Florian Chabot, Angélique Loesch, Hichem Sahbi
BrightFlow: Brightness-Change-Aware Unsupervised Learning of Optical Flow. WACV (2023)
Quentin Bouniot, Angélique Loesch, Amaury Habrard, Romaric Audigier
Towards Few-Annotation Learning for Object Detection: Are Transformer-based Models More Efficient? WACV (2023)
Quentin Bouniot, Angélique Loesch, Romaric Audigier, Amaury Habrard
Towards Few-Annotation Learning for Object Detection: Are Transformer-based Models More Efficient ? CoRR (2023)
Quentin Bouniot, Romaric Audigier, Angélique Loesch, Amaury Habrard
Proposal-Contrastive Pretraining for Object Detection from Fewer Data. CoRR (2023)
Quentin Bouniot, Romaric Audigier, Angélique Loesch, Amaury Habrard
Proposal-Contrastive Pretraining for Object Detection from Fewer Data. ICLR (2023)
Quentin Bouniot, Ievgen Redko, Romaric Audigier, Angélique Loesch, Amaury Habrard
Improving Few-Shot Learning Through Multi-task Representation Learning Theory. ECCV (20) (2022)
Yassine Naji, Aleksandr Setkov, Angélique Loesch, Michèle Gouiffès, Romaric Audigier
Spatio-temporal predictive tasks for abnormal event detection in videos. AVSS (2022)
Khalil Bergaoui, Yassine Naji, Aleksandr Setkov, Angélique Loesch, Michèle Gouiffès, Romaric Audigier
Object-centric and memory-guided normality reconstruction for video anomaly detection. CoRR (2022)
Fabian Dubourvieux, Romaric Audigier, Angélique Loesch, Samia Ainouz, Stéphane Canu
A formal approach to good practices in Pseudo-Labeling for Unsupervised Domain Adaptive Re-Identification. Comput. Vis. Image Underst. 223 (2022)
Yassine Naji, Aleksandr Setkov, Angélique Loesch, Michèle Gouiffès, Romaric Audigier
Spatio-temporal predictive tasks for abnormal event detection in videos. CoRR (2022)
Khalil Bergaoui, Yassine Naji, Aleksandr Setkov, Angélique Loesch, Michèle Gouiffès, Romaric Audigier
Object-Centric and Memory-Guided Normality Reconstruction for Video Anomaly Detection. ICIP (2022)
Fabian Dubourvieux, Angélique Loesch, Romaric Audigier, Samia Ainouz, Stéphane Canu
Improving Unsupervised Domain Adaptive Re-Identification via Source-Guided Selection of Pseudo-Labeling Hyperparameters. CoRR (2021)
Fabian Dubourvieux, Romaric Audigier, Angélique Loesch, Samia Ainouz, Stéphane Canu
A formal approach to good practices in Pseudo-Labeling for Unsupervised Domain Adaptive Re-Identification. CoRR (2021)
Fabian Dubourvieux, Angélique Loesch, Romaric Audigier, Samia Ainouz, Stéphane Canu
Improving Unsupervised Domain Adaptive Re-Identification Via Source-Guided Selection of Pseudo-Labeling Hyperparameters. IEEE Access 9 (2021)
Quentin Bouniot, Romaric Audigier, Angélique Loesch
Optimal Transport as a Defense Against Adversarial Attacks. CoRR (2021)
Quentin Bouniot, Romaric Audigier, Angélique Loesch
Vulnerability of Person Re-Identification Models to Metric Adversarial Attacks. CVPR Workshops (2020)
Quentin Bouniot, Ievgen Redko, Romaric Audigier, Angélique Loesch, Amaury Habrard
Putting Theory to Work: From Learning Bounds to Meta-Learning Algorithms. CoRR (2020)