Maxime Zanella

29 papers A* 3Misc 1Journal 16Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Conditional Random Fields for Interactive Refinement of Histopathological Predictions. CoRR Tiffanie Godelaine, Maxime Zanella, Karim El Khoury, Saïd Mahmoudi, Benoît Macq, Christophe De Vleeschouwer
2026	J	`jnl`	Language-Aware Information Maximization for Transductive Few-Shot CLIP. Trans. Mach. Learn. Res. Ghassen Baklouti, Maxime Zanella, Ismail Ben Ayed
2026	J	`jnl`	Leveraging Prediction Entropy for Automatic Prompt Weighting in Zero-Shot Audio-Language Classification. CoRR Karim El Khoury, Maxime Zanella, Tiffanie Godelaine, Christophe De Vleeschouwer, Benoît Macq
2025	Misc	`conf`	Enhancing Remote Sensing Vision-Language Models for Zero-Shot Scene Classification. ICASSP Karim El Khoury, Maxime Zanella, Benoît Gérin, Tiffanie Godelaine, Benoît Macq, Saïd Mahmoudi, Christophe De Vleeschouwer, Ismail Ben Ayed
2025	—	`conf`	Exploring Foundation Models Fine-Tuning for Cytology Classification. ISBI Manon Dausort, Tiffanie Godelaine, Maxime Zanella, Karim El Khoury, Isabelle Salmon, Benoît Macq
2025	J	`jnl`	Few-Shot Adaptation Benchmark for Remote Sensing Vision-Language Models. CoRR Karim El Khoury, Maxime Zanella, Christophe De Vleeschouwer, Benoît Macq
2025	J	`jnl`	Language-Aware Information Maximization for Transductive Few-Shot CLIP. CoRR Ghassen Baklouti, Maxime Zanella, Ismail Ben Ayed
2025	—	`conf`	Online Gaussian Test-Time Adaptation of Vision-Language Models. CVPR Workshops Clément Fuchs, Maxime Zanella, Christophe De Vleeschouwer
2025	J	`jnl`	Online Gaussian Test-Time Adaptation of Vision-Language Models. CoRR Clément Fuchs, Maxime Zanella, Christophe De Vleeschouwer
2025	A*	`conf`	Realistic Test-Time Adaptation of Vision-Language Models. CVPR Maxime Zanella, Clément Fuchs, Christophe De Vleeschouwer, Ismail Ben Ayed
2025	J	`jnl`	Realistic Test-Time Adaptation of Vision-Language Models. CoRR Maxime Zanella, Clément Fuchs, Christophe De Vleeschouwer, Ismail Ben Ayed
2025	—	`conf`	Test-Time Adaptation of Medical Vision-Language Models. MedAGI Fereshteh Shakeri, Ghassen Baklouti, Julio Silva-Rodríguez, Maxime Zanella, Houda Bahig, Jose Dolz, Ismail Ben Ayed
2025	J	`jnl`	Vocabulary-free few-shot learning for Vision-Language Models. CoRR Maxime Zanella, Clément Fuchs, Ismail Ben Ayed, Christophe De Vleeschouwer
2025	—	`conf`	Vocabulary-free few-shot learning for vision-language models. CVPR Workshops Maxime Zanella, Clément Fuchs, Ismail Ben Ayed, Christophe De Vleeschouwer
2024	—	`conf`	Boosting Vision-Language Models for Histopathology Classification: Predict All at Once. MedAGI@MICCAI Maxime Zanella, Fereshteh Shakeri, Yunshi Huang, Houda Bahig, Ismail Ben Ayed
2024	J	`jnl`	Boosting Vision-Language Models for Histopathology Classification: Predict all at once. CoRR Maxime Zanella, Fereshteh Shakeri, Yunshi Huang, Houda Bahig, Ismail Ben Ayed
2024	A*	`conf`	Boosting Vision-Language Models with Transduction. NeurIPS Maxime Zanella, Benoît Gérin, Ismail Ben Ayed
2024	J	`jnl`	Boosting Vision-Language Models with Transduction. CoRR Maxime Zanella, Benoît Gérin, Ismail Ben Ayed
2024	J	`jnl`	Enhancing Remote Sensing Vision-Language Models for Zero-Shot Scene Classification. CoRR Karim El Khoury, Maxime Zanella, Benoît Gérin, Tiffanie Godelaine, Benoît Macq, Saïd Mahmoudi, Christophe De Vleeschouwer, Ismail Ben Ayed
2024	J	`jnl`	Exploring Foundation Models Fine-Tuning for Cytology Classification. CoRR Manon Dausort, Tiffanie Godelaine, Maxime Zanella, Karim El Khoury, Isabelle Salmon, Benoît Macq
2024	—	`conf`	Exploring viability of Test-Time Training: Application to 3D segmentation in Multiple Sclerosis. CAI Benoît Gérin, Maxime Zanella, Maxence Wynen, Saïd Mahmoudi, Benoît Macq, Christophe De Vleeschouwer
2024	—	`conf`	Low-Rank Few-Shot Adaptation of Vision-Language Models. CVPR Workshops Maxime Zanella, Ismail Ben Ayed
2024	J	`jnl`	Low-Rank Few-Shot Adaptation of Vision-Language Models. CoRR Maxime Zanella, Ismail Ben Ayed
2024	A*	`conf`	On the Test-Time Zero-Shot Generalization of Vision-Language Models: Do we Really need Prompt Learning? CVPR Maxime Zanella, Ismail Ben Ayed
2024	J	`jnl`	On the test-time zero-shot generalization of vision-language models: Do we really need prompt learning? CoRR Maxime Zanella, Ismail Ben Ayed
2024	—	`conf`	Physically Interpretable Probabilistic Domain Characterization. ACCV Workshops (1) 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
2024	J	`jnl`	Physically Interpretable Probabilistic Domain Characterization. CoRR 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
2023	—	`conf`	Mixture Domain Adaptation to Improve Semantic Segmentation in Real-World Surveillance. WACV (Workshops) Sébastien Piérard, Anthony Cioppa, Anaïs Halin, Renaud Vandeghen, Maxime Zanella, Benoît Macq, Saïd Mahmoudi, Marc Van Droogenbroeck
2022	J	`jnl`	Mixture Domain Adaptation to Improve Semantic Segmentation in Real-World Surveillance. CoRR Sébastien Piérard, Anthony Cioppa, Anaïs Halin, Renaud Vandeghen, Maxime Zanella, Benoît Macq, Saïd Mahmoudi, Marc Van Droogenbroeck