CD
Christian Desrosiers
cs.CVcs.LGeess.IVImage Processing, Computer-Assistedcs.AIMagnetic Resonance ImagingNeural Networks, Computerq-bio.QMSegmentationAlgorithms
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, Jose Dolz +2
1 version
Preprints & journals
137 papers in the corpus · 2012–2026In 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
Reinforcement Learning for Unsupervised Domain Adaptation in Spatio-Temporal Echocardiography Segmentation.42139137 · Judge, Arnaud, Duchateau, Nicolas, Judge, Thierry et al.2026 · 0 citationsIEEE transactions on medical imaging. 2026;45(7):4161-4173
Latent Goal Prediction from Language for Model-Based Planning2606.20627v3 · Samuel Barbeau, Simon Roy, Giovanni Beltrame et al.2026 · 0 citationsarXiv
Exploring Entropy-based Active Learning for Fair Brain Segmentation2605.01706v1 · Ghazal Danaee, M'elanie Gaillochet, Christian Desrosiers et al.2026 · 0 citationsarXiv
Locality-Attending Vision Transformer2603.04892v1 · Sina Hajimiri, Farzad Beizaee, Fereshteh Shakeri et al.2026 · 0 citationsarXiv
MSegMamba: Mamba-Based Incomplete Multimodal Learning for Brain Tumor Segmentation With Few Samples.40833907 · Zhang, Xinyue, Bahri, Ali, Desrosiers, Christian et al.2026 · 5 citationsIEEE journal of biomedical and health informatics. 2026;30(3):2455-2465
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
Anatomically-aware conformal prediction for medical image segmentation with random walks2601.18997v1 · M'elanie Gaillochet, Christian Desrosiers, Herv'e Lombaert2026 · 0 citationsarXiv
DCCVT: Differentiable Clipped Centroidal Voronoi Tessellation2601.13603v1 · Wylliam Cantin Charawi, Adrien Gruson, Jane Wu et al.2026 · 0 citationsarXiv
Histopath-C: Towards Realistic Domain Shifts for Histopathology Vision-Language Adaptation2601.12493v1 · Mehrdad Noori, Gustavo Adolfo Vargas Hakim, David Osowiechi et al.2026 · 1 citationarXiv
Revisiting the Learning Objectives of Vision-Language Reward Models2512.20675v1 · Simon Roy, Samuel Barbeau, Giovanni Beltrame et al.2025 · 0 citationsarXiv
NERVE: Neighbourhood & Entropy-guided Random-walk for training free open-Vocabulary sEgmentation2511.08248v1 · Kunal Mahatha, Jose Dolz, Christian Desrosiers2025 · 0 citationsarXiv
TRUST: Test-Time Refinement using Uncertainty-Guided SSM Traverses2509.22813v2 · Sahar Dastani, Ali Bahri, Gustavo Adolfo Vargas Hakim et al.2025 · 0 citationsarXiv
Purge-Gate: Backpropagation-Free Test-Time Adaptation for Point Clouds Classification via Token Purging2509.09785v1 · Moslem Yazdanpanah, Ali Bahri, Mehrdad Noori et al.2025 · 3 citationsarXiv
Domain Adaptation Techniques for Natural and Medical Image Classification2508.20537v1 · Ahmad Chaddad, Yihang Wu, Reem Kateb et al.2025 · 7 citationsarXiv
Susceptibility Distortion Correction of Diffusion MRI with a single Phase-Encoding Direction2508.13340v1 · Sedigheh Dargahi, Sylvain Bouix, Christian Desrosiers2025 · 0 citationsarXiv
REFLECT: Rectified Flows for Efficient Brain Anomaly Correction Transport2508.02889v1 · Farzad Beizaee, Sina Hajimiri, Ismail Ben Ayed et al.2025 · 2 citationsarXiv
CLIPTTA: Robust Contrastive Vision-Language Test-Time Adaptation2507.14312v2 · Marc Lafon, Gustavo Adolfo Vargas Hakim, Cl'ement Rambour et al.2025 · 3 citations39th Conference on Neural Information Processing Systems, NeurIPS 2025
THUNDER: Tile-level Histopathology image UNDERstanding benchmark2507.07860v3 · Pierre Marza, Leo Fillioux, Sofiene Boutaj et al.2025 · 2 citationsarXiv
CTA: Cross-Task Alignment for Better Test Time Training2507.05221v2 · Samuel Barbeau, Pedram Fekri, David Osowiechi et al.2025 · 0 citationsarXiv
Prompt Learning With Bounding Box Constraints for Medical Image Segmentation.40553663 · Gaillochet, Melanie, Noori, Mehrdad, Dastani, Sahar et al.2025 · 2 citationsIEEE transactions on bio-medical engineering. 2026;73(1):359-368
Test-Time Adaptation of Vision-Language Models for Open-Vocabulary Semantic Segmentation2505.21844v2 · Mehrdad Noori, David Osowiechi, Gustavo Adolfo Vargas Hakim et al.2025 · 1 citationarXiv
SMART-PC: Skeletal Model Adaptation for Robust Test-Time Training in Point Clouds2505.19546v1 · Ali Bahri, Moslem Yazdanpanah, Sahar Dastani et al.2025 · 0 citationsarXiv
DART: Leveraging Distance for Test Time Adaptation in Person Re-Identification2505.18337v1 · Rajarshi Bhattacharya, Shakeeb Murtaza, Christian Desrosiers et al.2025 · 0 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
Spectral State Space Model for Rotation-Invariant Visual Representation Learning2503.06369v3 · Sahar Dastani, Ali Bahri, Moslem Yazdanpanah et al.2025 · 2 citationsarXiv
Spectral Informed Mamba for Robust Point Cloud Processing2503.04953v2 · Ali Bahri, Moslem Yazdanpanah, Mehrdad Noori et al.2025 · 14 citationsarXiv
FAA-CLIP: Federated Adversarial Adaptation of CLIP2503.05776v1 · Yihang Wu, Ahmad Chaddad, Christian Desrosiers et al.2025 · 13 citationsarXiv
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
Simulations of Common Unsupervised Domain Adaptation Algorithms for Image Classification2502.10694v1 · Ahmad Chaddad, Yihang Wu, Yuchen Jiang et al.2025 · 12 citationsarXiv
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
ReC-TTT: Contrastive Feature Reconstruction for Test-Time Training2411.17869v1 · Marco Colussi, Sergio Mascetti, Jose Dolz et al.2024 · 3 citationsarXiv
Test-Time Adaptation in Point Clouds: Leveraging Sampling Variation with Weight Averaging2411.01116v2 · Ali Bahri, Moslem Yazdanpanah, Mehrdad Noori et al.2024 · 4 citationsarXiv
FACMIC: Federated Adaptative CLIP Model for Medical Image Classification2410.14707v1 · Yihang Wu, Christian Desrosiers, Ahmad Chaddad2024 · 18 citationsarXiv
Automating MedSAM by Learning Prompts with Weak Few-Shot Supervision2409.20293v1 · M'elanie Gaillochet, Christian Desrosiers, Herv'e Lombaert2024 · 3 citationsarXiv
FDS: Feedback-guided Domain Synthesis with Multi-Source Conditional Diffusion Models for Domain Generalization2407.03588v3 · Mehrdad Noori, Milad Cheraghalikhani, Ali Bahri et al.2024 · 3 citationsarXiv
WATT: Weight Average Test-Time Adaptation of CLIP2406.13875v2 · David Osowiechi, Mehrdad Noori, Gustavo Adolfo Vargas Hakim et al.2024 · 8 citationsarXiv
GeoMask3D: Geometrically Informed Mask Selection for Self-Supervised Point Cloud Learning in 3D2405.12419v2 · Ali Bahri, Moslem Yazdanpanah, Mehrdad Noori et al.2024 · 0 citationsarXiv
CLIPArTT: Adaptation of CLIP to New Domains at Test Time2405.00754v2 · Gustavo Adolfo Vargas Hakim, David Osowiechi, Mehrdad Noori et al.2024 · 1 citationarXiv
NC-TTT: A Noise Contrastive Approach for Test-Time Training2404.08392v1 · David Osowiechi, Gustavo A. Vargas Hakim, Mehrdad Noori et al.2024 · 0 citationsarXiv
Semi-Supervised Medical Image Segmentation Using Cross-Style Consistency With Shape-Aware and Local Context Constraints.38032771 · Liu, Jinhua, Desrosiers, Christian, Yu, Dexin et al.2024 · 60 citationsIEEE transactions on medical imaging. 2024;43(4):1449-1461
Boundary-aware information maximization for self-supervised medical image segmentation.38574545 · Peng, Jizong, Wang, Ping, Pedersoli, Marco et al.2024 · 19 citationsMedical image analysis. 2024;94:103150
Improvement Of Audiovisual Quality Estimation Using A Nonlinear Autoregressive Exogenous Neural Network And Bitstream Parameters2402.18056v1 · Koffi Kossi, Stephane Coulombe, Christian Desrosiers et al.2024 · 0 citationsarXiv
What matters in reinforcement learning for tractography.38219499 · Théberge, Antoine, Desrosiers, Christian, Boré, Arnaud et al.2024 · 8 citationsMedical image analysis. 2024;93:103085
ClusT3: Information Invariant Test-Time Training2310.12345v1 · Gustavo A. Vargas Hakim, David Osowiechi, Mehrdad Noori et al.2023 · 14 citationsarXiv
Learning joint surface reconstruction and segmentation, from brain images to cortical surface parcellation.37774534 · Gopinath, Karthik, Desrosiers, Christian, Lombaert, Herve2026 · 8 citationsMedical image analysis. 2023;90:102974
Active learning for medical image segmentation with stochastic batches.37769549 · Gaillochet, Mélanie, Desrosiers, Christian, Lombaert, Hervé2026 · 55 citationsMedical image analysis. 2023;90:102958
Determining regional brain growth in premature and mature infants in relation to age at MRI using deep neural networks.37582862 · Beizaee, Farzad, Bona, Michele, Desrosiers, Christian et al.2023 · 5 citationsScientific reports. 2023;13(1):13259
CAT: Constrained Adversarial Training for Anatomically-Plausible Semi-Supervised Segmentation.37022409 · Wang, Ping, Peng, Jizong, Pedersoli, Marco et al.2023 · 28 citationsIEEE transactions on medical imaging. 2023;42(8):2146-2161
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