JD
Jose Dolz
cs.CVcs.LGeess.IVNeural Networks, ComputerImage Processing, Computer-AssistedDeep learningcs.AIMachine Learningstat.MLUncertainty estimation
On Valency
published · living versionsW_4agvt934·v1 · currentpublished
In PRAISE of Attributes: Grounding Retrieval Geometry with Query-Conditioned Subspaces for Person Re-Identification
with Rajarshi Bhattacharya, Aryan Shukla, Shakeeb Murtaza, Christian Desrosiers +2
1 version
Preprints & journals
133 papers in the corpus · 2015–2026In PRAISE of Attributes: Grounding Retrieval Geometry with Query-Conditioned Subspaces for Person Re-Identification2610.27944v1 · Rajarshi Bhattacharya, Aryan Shukla, Shakeeb Murtaza et al.2026 · 0 citationsarXivon Valency
CalCErt: Bin-wise Certification of Confidence Calibration in Medical Image Classification2610.03142v1 · Leo Fillioux, Stergios Christodoulidis, Stergios Christodoulidis et al.2026 · 0 citationsarXiv
Test-Time Generalized Category Discovery2609.33937v1 · Shambhavi Mishra, Omprakash Chakraborty, Julio Silva-Rodriguez et al.2026 · 0 citationsarXiv
Continual Enterprise World Model Discovery in Dynamic Systems2609.19551v1 · Shambhavi Mishra, David Vazquez, Perouz Taslakian et al.2026 · 0 citationsarXiv
PRiSM: Prototype Regularization for Few-Shot VLMs2607.17820v2 · Ghassen Baklouti, Omprakash Chakraborty, Jose Dolz et al.2026 · 0 citationsarXiv
Continual Test-Time Adaptation in Computer Vision: Methods, Benchmarks, and Future Directions2607.08164v3 · Sarthak Kumar Maharana, Shambhavi Mishra, Yunbei Zhang et al.2026 · 0 citationsarXiv
Quantile Adaptive Temperature Scaling for Confidence Calibration2606.21749v2 · Omprakash Chakraborty, Leo Fillioux, Ismail Ben Ayed et al.2026 · 0 citationsarXiv
Are Online Skill and Memory Modules Always Worth Their Tokens? A Budget-Constrained Study of Web Agents2606.15017v2 · Sina Hajimiri, Masih Aminbeidokhti, Jose Dolz et al.2026 · 0 citationsarXiv
Information Maximization for Long-Tailed Semi-Supervised Domain Generalization2603.08434v1 · Leo Fillioux, Omprakash Chakraborty, Quentin Gop'ee et al.2026 · 0 citationsarXiv
Locality-Attending Vision Transformer2603.04892v1 · Sina Hajimiri, Farzad Beizaee, Fereshteh Shakeri et al.2026 · 0 citationsarXiv
ORION: ORthonormal Text Encoding for Universal VLM AdaptatION2602.19530v2 · Omprakash Chakraborty, Jose Dolz, Ismail Ben Ayed2026 · 0 citationsProceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026
SPARK: Stochastic Propagation via Affinity-guided Random walK for training-free unsupervised segmentation2602.00516v1 · Kunal Mahatha, Jose Dolz, Christian Desrosiers2026 · 0 citationsarXiv
OCTOPUS: Enhancing the Spatial-Awareness of Vision SSMs with Multi-Dimensional Scans and Traversal Selection2602.00904v1 · Kunal Mahatha, Ali Bahri, Pierre Marza et al.2026 · 0 citationsarXiv
Class Adaptive Conformal Training2601.09522v1 · Badr-Eddine Marani, Julio Silva-Rodriguez, Ismail Ben Ayed et al.2026 · 0 citationsarXiv
SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning2601.08617v1 · Leo Fillioux, Omprakash Chakraborty, Ismail Ben Ayed et al.2026 · 0 citationsCVPR 2026
NERVE: Neighbourhood & Entropy-guided Random-walk for training free open-Vocabulary sEgmentation2511.08248v1 · Kunal Mahatha, Jose Dolz, Christian Desrosiers2025 · 0 citationsarXiv
AInstein: Can LLMs Solve Research Problems From Parametric Memory Alone?2510.05432v2 · Shambhavi Mishra, Gaurav Sahu, Marco Pedersoli et al.2025 · 0 citationsarXiv
REFLECT: Rectified Flows for Efficient Brain Anomaly Correction Transport2508.02889v1 · Farzad Beizaee, Sina Hajimiri, Ismail Ben Ayed et al.2025 · 2 citationsarXiv
Regularized Low-Rank Adaptation for Few-Shot Organ Segmentation2507.15793v1 · Ghassen Baklouti, Julio Silva-Rodr'iguez, Jose Dolz et al.2025 · 3 citationsarXiv
SGPMIL: Sparse Gaussian Process Multiple Instance Learning2507.08711v2 · Andreas Lolos, Stergios Christodoulidis, Aris L. Moustakas et al.2025 · 0 citationsarXiv
ViLU: Learning Vision-Language Uncertainties for Failure Prediction2507.07620v4 · Marc Lafon, Yannis Karmim, Julio Silva-Rodr'iguez et al.2025 · 1 citationInternational Conference on Computer Vision, ICCV 2025
THUNDER: Tile-level Histopathology image UNDERstanding benchmark2507.07860v3 · Pierre Marza, Leo Fillioux, Sofiene Boutaj et al.2025 · 2 citationsarXiv
Towards reliable WMH segmentation under domain shift: An application study using maximum entropy regularization to improve uncertainty estimation.40614515 · Matzkin, Franco, Larrazabal, Agostina, Milone, Diego H et al.2025 · 3 citationsComputers in biology and medicine. 2025;196(Pt A):110639
Few-Shot, Now for Real: Medical VLMs Adaptation without Balanced Sets or Validation2506.17500v1 · Julio Silva-Rodr'iguez, Fereshteh Shakeri, Houda Bahig et al.2025 · 1 citationarXiv
Trustworthy Few-Shot Transfer of Medical VLMs through Split Conformal Prediction2506.17503v1 · Julio Silva-Rodr'iguez, Ismail Ben Ayed, Jose Dolz2025 · 0 citationsarXiv
Full Conformal Adaptation of Medical Vision-Language Models2506.06076v1 · Julio Silva-Rodr'iguez, Leo Fillioux, Paul-Henry Cournede et al.2025 · 2 citationsarXiv
Conformal Prediction for Zero-Shot Models2505.24693v1 · Julio Silva-Rodr'iguez, Ismail Ben Ayed, Jose Dolz2025 · 5 citationsarXiv
DART: Leveraging Distance for Test Time Adaptation in Person Re-Identification2505.18337v1 · Rajarshi Bhattacharya, Shakeeb Murtaza, Christian Desrosiers et al.2025 · 0 citationsarXiv
Towards Foundation Models and Few-Shot Parameter-Efficient Fine-Tuning for Volumetric Organ Segmentation.40347917 · Silva-Rodríguez, Julio, Dolz, Jose, Ben Ayed, Ismail2025 · 11 citationsMedical image analysis. 2025;103:103596
A Reality Check of Vision-Language Pre-training in Radiology: Have We Progressed Using Text?2504.05227v1 · Julio Silva-Rodr'iguez, Jose Dolz, Ismail Ben Ayed2025 · 2 citationsarXiv
Correcting Deviations from Normality: A Reformulated Diffusion Model for Multi-Class Unsupervised Anomaly Detection2503.19357v1 · Farzad Beizaee, Gregory A. Lodygensky, Christian Desrosiers et al.2025 · 14 citationsProceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025
MAD-AD: Masked Diffusion for Unsupervised Brain Anomaly Detection2502.16943v3 · Farzad Beizaee, Gregory Lodygensky, Christian Desrosiers et al.2025 · 9 citationsInformation Processing in Medical Imaging (IPMI), 2025
Neighbor-aware calibration of segmentation networks with penalty-based constraints.39978014 · Murugesan, Balamurali, Adiga Vasudeva, Sukesh, Liu, Bingyuan et al.2025 · 6 citationsMedical image analysis. 2025;101:103501
Harmonizing flows: Leveraging normalizing flows for unsupervised and source-free MRI harmonization.39919411 · Beizaee, Farzad, Lodygensky, Gregory A, Adamson, Chris L et al.2025 · 10 citationsMedical image analysis. 2025;101:103483
BayesAdapter: enhanced uncertainty estimation in CLIP few-shot adaptation2412.09718v2 · Pablo Morales-'Alvarez, Stergios Christodoulidis, Maria Vakalopoulou et al.2024 · 3 citationsarXiv
Are foundation models for computer vision good conformal predictors?2412.06082v3 · Leo Fillioux, Julio Silva-Rodr'iguez, Ismail Ben Ayed et al.2024 · 0 citationsarXiv
Semantic Anchor Transport: Robust Test-Time Adaptation for Vision-Language Models2411.17002v3 · Shambhavi Mishra, Julio Silva-Rodriguez, Ismail Ben Ayed et al.2024 · 0 citationsarXiv
ReC-TTT: Contrastive Feature Reconstruction for Test-Time Training2411.17869v1 · Marco Colussi, Sergio Mascetti, Jose Dolz et al.2024 · 3 citationsarXiv
A Foundation Language-Image Model of the Retina (FLAIR): encoding expert knowledge in text supervision.39418828 · Silva-Rodríguez, Julio, Chakor, Hadi, Kobbi, Riadh et al.2024 · 107 citationsMedical image analysis. 2025;99:103357
Few-shot Adaptation of Medical Vision-Language Models2409.03868v1 · Fereshteh Shakeri, Yunshi Huang, Julio Silva-Rodr'iguez et al.2024 · 25 citationsarXiv
Robust Calibration of Large Vision-Language Adapters2407.13588v1 · Balamurali Murugesan, Julio Silva-Rodriguez, Ismail Ben Ayed et al.2024 · 11 citationsarXiv
Deep Learning Algorithms for Bladder Cancer Segmentation on Multi-Parametric MRI.39001410 · Gumus, Kazim Z, Nicolas, Julien, Gopireddy, Dheeraj R et al.2024 · 14 citationsCancers. 2024;16(13)
Pay Attention to Your Neighbours: Training-Free Open-Vocabulary Semantic Segmentation2404.08181v2 · Sina Hajimiri, Ismail Ben Ayed, Jose Dolz2024 · 41 citationsarXiv
LP++: A Surprisingly Strong Linear Probe for Few-Shot CLIP2404.02285v1 · Yunshi Huang, Fereshteh Shakeri, Jose Dolz et al.2024 · 35 citationsarXiv
Do not trust what you trust: Miscalibration in Semi-supervised Learning2403.15567v1 · Shambhavi Mishra, Balamurali Murugesan, Ismail Ben Ayed et al.2024 · 0 citationsarXiv
Class and Region-Adaptive Constraints for Network Calibration2403.12364v1 · Balamurali Murugesan, Julio Silva-Rodriguez, Ismail Ben Ayed et al.2024 · 2 citationsarXiv
Exploring the Transferability of a Foundation Model for Fundus Images: Application to Hypertensive Retinopathy2401.15526v1 · Julio Silva-Rodriguez, Jihed Chelbi, Waziha Kabir et al.2024 · 4 citationsarXiv
A Closer Look at the Few-Shot Adaptation of Large Vision-Language Models2312.12730v2 · Julio Silva-Rodr'iguez, Sina Hajimiri, Ismail Ben Ayed et al.2023 · 51 citationsarXiv
Anatomically-aware uncertainty for semi-supervised image segmentation.37924752 · Adiga V, Sukesh, Dolz, Jose, Lombaert, Herve2023 · 66 citationsMedical image analysis. 2024;91:103011
Do we really need dice? The hidden region-size biases of segmentation losses.37918314 · Liu, Bingyuan, Dolz, Jose, Galdran, Adrian et al.2023 · 49 citationsMedical image analysis. 2024;91:103015
Career total: 196 works. 133 are in this corpus.Showing the 50 most recent.
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