Dolz, Jose

22 publications

CVPR 2025 Conformal Prediction for Zero-Shot Models Julio Silva-Rodríguez, Ismail Ben Ayed, Jose Dolz

CVPR 2025 Correcting Deviations from Normality: A Reformulated Diffusion Model for Multi-Class Unsupervised Anomaly Detection Farzad Beizaee, Gregory A. Lodygensky, Christian Desrosiers, Jose Dolz

WACV 2025 Pay Attention to Your Neighbours: Training-Free Open-Vocabulary Semantic Segmentation Sina Hajimiri, Ismail Ben Ayed, Jose Dolz

WACV 2025 ReC-TTT: Contrastive Feature Reconstruction for Test-Time Training Marco Colussi, Sergio Mascetti, Jose Dolz, Christian Desrosiers

NeurIPS 2025 THUNDER: Tile-Level Histopathology Image UNDERstanding Benchmark Pierre Marza, Leo Fillioux, Sofiène Boutaj, Kunal Mahatha, Christian Desrosiers, Pablo Piantanida, Jose Dolz, Stergios Christodoulidis, Maria Vakalopoulou

ICCV 2025 ViLU: Learning Vision-Language Uncertainties for Failure Prediction Marc Lafon, Yannis Karmim, Julio Silva-Rodríguez, Paul Couairon, Clément Rambour, Raphael Fournier-Sniehotta, Ismail Ben Ayed, Jose Dolz, Nicolas Thome

CVPR 2024 A Closer Look at the Few-Shot Adaptation of Large Vision-Language Models Julio Silva-Rodríguez, Sina Hajimiri, Ismail Ben Ayed, Jose Dolz

TMLR 2024 Do Not Trust What You Trust: Miscalibration in Semisupervised Learning Shambhavi Mishra, Balamurali Murugesan, Ismail Ben Ayed, Marco Pedersoli, Jose Dolz

CVPR 2024 LP++: A Surprisingly Strong Linear Probe for Few-Shot CLIP Yunshi Huang, Fereshteh Shakeri, Jose Dolz, Malik Boudiaf, Houda Bahig, Ismail Ben Ayed

WACV 2024 MoP-CLIP: A Mixture of Prompt-Tuned CLIP Models for Domain Incremental Learning Julien Nicolas, Florent Chiaroni, Imtiaz Ziko, Ola Ahmad, Christian Desrosiers, Jose Dolz

WACV 2024 Prompting Classes: Exploring the Power of Prompt Class Learning in Weakly Supervised Semantic Segmentation Balamurali Murugesan, Rukhshanda Hussain, Rajarshi Bhattacharya, Ismail Ben Ayed, Jose Dolz

ECCV 2024 Robust Calibration of Large Vision-Language Adapters Balamurali Murugesan, Julio Silva-Rodríguez, Ismail Ben Ayed, Jose Dolz

CVPR 2023 A Strong Baseline for Generalized Few-Shot Semantic Segmentation Sina Hajimiri, Malik Boudiaf, Ismail Ben Ayed, Jose Dolz

CVPR 2023 Class Adaptive Network Calibration Bingyuan Liu, Jérôme Rony, Adrian Galdran, Jose Dolz, Ismail Ben Ayed

ICCV 2023 Parametric Information Maximization for Generalized Category Discovery Florent Chiaroni, Jose Dolz, Ziko Imtiaz Masud, Amar Mitiche, Ismail Ben Ayed

CVPR 2022 The Devil Is in the Margin: Margin-Based Label Smoothing for Network Calibration Bingyuan Liu, Ismail Ben Ayed, Adrian Galdran, Jose Dolz

CVPR 2021 Few-Shot Segmentation Without Meta-Learning: A Good Transductive Inference Is All You Need? Malik Boudiaf, Hoel Kervadec, Ziko Imtiaz Masud, Pablo Piantanida, Ismail Ben Ayed, Jose Dolz

WACV 2021 On the Texture Bias for Few-Shot CNN Segmentation Reza Azad, Abdur R. Fayjie, Claude Kauffmann, Ismail Ben Ayed, Marco Pedersoli, Jose Dolz

WACV 2021 Unsupervised Multi-Target Domain Adaptation Through Knowledge Distillation Le Thanh Nguyen-Meidine, Atif Belal, Madhu Kiran, Jose Dolz, Louis-Antoine Blais-Morin, Eric Granger

NeurIPS 2020 Information Maximization for Few-Shot Learning Malik Boudiaf, Imtiaz Ziko, Jérôme Rony, Jose Dolz, Pablo Piantanida, Ismail Ben Ayed

ICML 2020 Laplacian Regularized Few-Shot Learning Imtiaz Ziko, Jose Dolz, Eric Granger, Ismail Ben Ayed

CVPR 2017 DOPE: Distributed Optimization for Pairwise Energies Jose Dolz, Ismail Ben Ayed, Christian Desrosiers