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Maxime Zanella
Maxime Zanella
PhD student, Catholic University of Louvain
Adresse e-mail validée de uclouvain.be
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Mixture domain adaptation to improve semantic segmentation in real-world surveillance
S Piérard, A Cioppa, A Halin, R Vandeghen, M Zanella, B Macq, ...
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023
72023
On the test-time zero-shot generalization of vision-language models: Do we really need prompt learning?
M Zanella, I Ben Ayed
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
62024
Boosting Vision-Language Models with Transduction
M Zanella, B Gérin, IB Ayed
arXiv preprint arXiv:2406.01837, 2024
22024
Low-Rank Few-Shot Adaptation of Vision-Language Models
M Zanella, I Ben Ayed
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
22024
Boosting Vision-Language Models for Histopathology Classification: Predict all at once
M Zanella, F Shakeri, Y Huang, H Bahig, IB Ayed
arXiv preprint arXiv:2409.01883, 2024
2024
Enhancing Remote Sensing Vision-Language Models for Zero-Shot Scene Classification
KE Khoury, M Zanella, B Gérin, T Godelaine, B Macq, S Mahmoudi, ...
arXiv preprint arXiv:2409.00698, 2024
2024
Exploring viability of Test-Time Training: Application to 3D segmentation in Multiple Sclerosis
B Gérin, M Zanella, M Wynen, S Mahmoudi, B Macq, C De Vleeschouwer
2024 IEEE Conference on Artificial Intelligence (CAI), 557-562, 2024
2024
Pushing AI out of the lab with on-the-fly mixture domain adaptation
S Pierard, A Cioppa, A Halin, R Vandeghen, M Zanella, B Macq, ...
The European AI week, 2023
2023
Deep Learning in mammography
M Zanella, B Macq
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