Maxime Zanella

According to our database, Maxime Zanella authored at least 11 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Exploring Foundation Models Fine-Tuning for Cytology Classification.

Manon Dausort, Tiffanie Godelaine, Maxime Zanella, Karim El Khoury, Isabelle Salmon, Benoît Macq

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

Enhancing Remote Sensing Vision-Language Models for Zero-Shot Scene Classification.

Karim El Khoury, Maxime Zanella, Benoît Gérin, Tiffanie Godelaine, Benoît Macq, Saïd Mahmoudi, Christophe De Vleeschouwer, Ismail Ben Ayed

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Realistic Test-Time Adaptation of Vision-Language Models.

Maxime Zanella, Clément Fuchs, Christophe De Vleeschouwer, Ismail Ben Ayed

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Vocabulary-free few-shot learning for vision-language models.

Maxime Zanella, Clément Fuchs, Ismail Ben Ayed, Christophe De Vleeschouwer

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

Online Gaussian Test-Time Adaptation of Vision-Language Models.

Clément Fuchs, Maxime Zanella, Christophe De Vleeschouwer

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

2024

Boosting Vision-Language Models with Transduction.

Maxime Zanella, Benoît Gérin, Ismail Ben Ayed

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Boosting Vision-Language Models for Histopathology Classification: Predict All at Once.

Maxime Zanella, Fereshteh Shakeri, Yunshi Huang, Houda Bahig, Ismail Ben Ayed

Proceedings of the Foundation Models for General Medical AI, 2024

On the Test-Time Zero-Shot Generalization of Vision-Language Models: Do we Really need Prompt Learning?

Maxime Zanella, Ismail Ben Ayed

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Low-Rank Few-Shot Adaptation of Vision-Language Models.

Maxime Zanella, Ismail Ben Ayed

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Physically Interpretable Probabilistic Domain Characterization.

Anaïs Halin, Sébastien Piérard, Renaud Vandeghen, Benoît Gérin, Maxime Zanella, Martin Colot, Jan Held, Anthony Cioppa, Emmanuel Jean, Gianluca Bontempi, Saïd Mahmoudi, Benoît Macq, Marc Van Droogenbroeck

Proceedings of the Computer Vision - ACCV 2024 Workshops, 2024

2023

Mixture Domain Adaptation to Improve Semantic Segmentation in Real-World Surveillance.

Sébastien Piérard, Anthony Cioppa, Anaïs Halin, Renaud Vandeghen, Maxime Zanella, Benoît Macq, Saïd Mahmoudi, Marc Van Droogenbroeck

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2023