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ORCIDMaxime Zanella
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2020 – today
- 2025
[c13]Clément Fuchs, Maxime Zanella, Christophe De Vleeschouwer:
Online Gaussian Test-Time Adaptation of Vision-Language Models. CVPR Workshops 2025: 128-137- [c12]Maxime Zanella, Clément Fuchs, Ismail Ben Ayed, Christophe De Vleeschouwer:
Vocabulary-free few-shot learning for vision-language models. CVPR Workshops 2025: 149-158 - [c11]Maxime Zanella, Clément Fuchs, Christophe De Vleeschouwer, Ismail Ben Ayed:
Realistic Test-Time Adaptation of Vision-Language Models. CVPR 2025: 25103-25112 - [c10]Karim El Khoury, Maxime Zanella, Benoît Gérin, Tiffanie Godelaine, Benoît Macq, Saïd Mahmoudi, Christophe De Vleeschouwer, Ismail Ben Ayed:
Enhancing Remote Sensing Vision-Language Models for Zero-Shot Scene Classification. ICASSP 2025: 1-5 - [c9]Manon Dausort, Tiffanie Godelaine, Maxime Zanella, Karim El Khoury, Isabelle Salmon, Benoît Macq:
Exploring Foundation Models Fine-Tuning for Cytology Classification. ISBI 2025: 1-5 - [c8]Fereshteh Shakeri, Ghassen Baklouti
, Julio Silva-Rodríguez, Maxime Zanella, Houda Bahig, Jose Dolz, Ismail Ben Ayed:
Test-Time Adaptation of Medical Vision-Language Models. MedAGI 2025: 181-191 - [i13]Maxime Zanella, Clément Fuchs, Christophe De Vleeschouwer, Ismail Ben Ayed:
Realistic Test-Time Adaptation of Vision-Language Models. CoRR abs/2501.03729 (2025) - [i12]Clément Fuchs, Maxime Zanella, Christophe De Vleeschouwer:
Online Gaussian Test-Time Adaptation of Vision-Language Models. CoRR abs/2501.04352 (2025) - [i11]Maxime Zanella, Clément Fuchs, Ismail Ben Ayed, Christophe De Vleeschouwer:
Vocabulary-free few-shot learning for Vision-Language Models. CoRR abs/2506.04005 (2025) - [i10]Ghassen Baklouti, Maxime Zanella, Ismail Ben Ayed:
Language-Aware Information Maximization for Transductive Few-Shot CLIP. CoRR abs/2509.00305 (2025) - [i9]Karim El Khoury, Maxime Zanella, Christophe De Vleeschouwer, Benoît Macq:
Few-Shot Adaptation Benchmark for Remote Sensing Vision-Language Models. CoRR abs/2510.07135 (2025) - 2024
- [c7]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:
Physically Interpretable Probabilistic Domain Characterization. ACCV Workshops (1) 2024: 17-35 - [c6]Maxime Zanella, Ismail Ben Ayed:
Low-Rank Few-Shot Adaptation of Vision-Language Models. CVPR Workshops 2024: 1593-1603 - [c5]Maxime Zanella, Ismail Ben Ayed:
On the Test-Time Zero-Shot Generalization of Vision-Language Models: Do we Really need Prompt Learning? CVPR 2024: 23783-23793 - [c4]Benoît Gérin, Maxime Zanella, Maxence Wynen, Saïd Mahmoudi, Benoît Macq, Christophe De Vleeschouwer:
Exploring viability of Test-Time Training: Application to 3D segmentation in Multiple Sclerosis. CAI 2024: 557-562 - [c3]Maxime Zanella, Fereshteh Shakeri, Yunshi Huang, Houda Bahig, Ismail Ben Ayed:
Boosting Vision-Language Models for Histopathology Classification: Predict All at Once. MedAGI@MICCAI 2024: 153-162 - [c2]Maxime Zanella, Benoît Gérin, Ismail Ben Ayed:
Boosting Vision-Language Models with Transduction. NeurIPS 2024 - [i8]Maxime Zanella, Ismail Ben Ayed:
On the test-time zero-shot generalization of vision-language models: Do we really need prompt learning? CoRR abs/2405.02266 (2024) - [i7]Maxime Zanella, Ismail Ben Ayed:
Low-Rank Few-Shot Adaptation of Vision-Language Models. CoRR abs/2405.18541 (2024) - [i6]Maxime Zanella, Benoît Gérin, Ismail Ben Ayed:
Boosting Vision-Language Models with Transduction. CoRR abs/2406.01837 (2024) - [i5]Karim El Khoury, Maxime Zanella, Benoît Gérin, Tiffanie Godelaine, Benoît Macq, Saïd Mahmoudi, Christophe De Vleeschouwer, Ismail Ben Ayed:
Enhancing Remote Sensing Vision-Language Models for Zero-Shot Scene Classification. CoRR abs/2409.00698 (2024) - [i4]Maxime Zanella, Fereshteh Shakeri, Yunshi Huang, Houda Bahig, Ismail Ben Ayed:
Boosting Vision-Language Models for Histopathology Classification: Predict all at once. CoRR abs/2409.01883 (2024) - [i3]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:
Physically Interpretable Probabilistic Domain Characterization. CoRR abs/2411.14827 (2024) - [i2]Manon Dausort, Tiffanie Godelaine, Maxime Zanella, Karim El Khoury, Isabelle Salmon, Benoît Macq:
Exploring Foundation Models Fine-Tuning for Cytology Classification. CoRR abs/2411.14975 (2024) - 2023
- [c1]Sébastien Piérard, Anthony Cioppa, Anaïs Halin, Renaud Vandeghen, Maxime Zanella, Benoît Macq, Saïd Mahmoudi, Marc Van Droogenbroeck:
Mixture Domain Adaptation to Improve Semantic Segmentation in Real-World Surveillance. WACV (Workshops) 2023: 1-10 - 2022
- [i1]Sébastien Piérard, Anthony Cioppa, Anaïs Halin, Renaud Vandeghen, Maxime Zanella, Benoît Macq, Saïd Mahmoudi, Marc Van Droogenbroeck:
Mixture Domain Adaptation to Improve Semantic Segmentation in Real-World Surveillance. CoRR abs/2211.10119 (2022)
Coauthor Index
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