Christian Desrosiers

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 176

Top Venues

CoRR

Medical Image Anal.

ICIP

IEEE Trans. Medical Imaging

Publications

Ahmad Chaddad, Yihang Wu, Christian Desrosiers
Federated Learning for Healthcare Applications. IEEE Internet Things J. 11 (5) (2024)
Koffi Kossi, Stéphane Coulombe, Christian Desrosiers, Ghyslain Gagnon
Improvement Of Audiovisual Quality Estimation Using A Nonlinear Autoregressive Exogenous Neural Network And Bitstream Parameters. CoRR (2024)
Mehrdad Noori, Milad Cheraghalikhani, Ali Bahri, Gustavo Adolfo Vargas Hakim, David Osowiechi, Ismail Ben Ayed, Christian Desrosiers
TFS-ViT: Token-level feature stylization for domain generalization. Pattern Recognit. 149 (2024)
Julien Nicolas, Florent Chiaroni, Imtiaz Masud Ziko, Ola Ahmad, Christian Desrosiers, Jose Dolz
MoP-CLIP: A Mixture of Prompt-Tuned CLIP Models for Domain Incremental Learning. WACV (2024)
Yangke Li, Guangshun Wei, Christian Desrosiers, Yuanfeng Zhou
Decoupled and boosted learning for skeleton-based dynamic hand gesture recognition. Pattern Recognit. 153 (2024)
David Osowiechi, Mehrdad Noori, Gustavo Adolfo Vargas Hakim, Moslem Yazdanpanah, Ali Bahri, Milad Cheraghalikhani, Sahar Dastani, Farzad Beizaee, Ismail Ben Ayed, Christian Desrosiers
WATT: Weight Average Test-Time Adaptation of CLIP. CoRR (2024)
Mehrdad Noori, Milad Cheraghalikhani, Ali Bahri, Gustavo Adolfo Vargas Hakim, David Osowiechi, Moslem Yazdanpanah, Ismail Ben Ayed, Christian Desrosiers
FDS: Feedback-guided Domain Synthesis with Multi-Source Conditional Diffusion Models for Domain Generalization. CoRR (2024)
Farzad Beizaee, Gregory A. Lodygensky, Christopher L. Adamson, Deanne K. Thompson, Jeanie L. Y. Cheong, Alicia J. Spittle, Peter J. Anderson, Christian Desrosiers, Jose Dolz
Harmonizing Flows: Leveraging normalizing flows for unsupervised and source-free MRI harmonization. CoRR (2024)
David Osowiechi, Gustavo Adolfo Vargas Hakim, Mehrdad Noori, Milad Cheraghalikhani, Ali Bahri, Moslem Yazdanpanah, Ismail Ben Ayed, Christian Desrosiers
NC-TTT: A Noise Contrastive Approach for Test-Time Training. CoRR (2024)
Jizong Peng, Ping Wang, Marco Pedersoli, Christian Desrosiers
Boundary-aware information maximization for self-supervised medical image segmentation. Medical Image Anal. 94 (2024)
Ali Bahri, Moslem Yazdanpanah, Mehrdad Noori, Milad Cheraghalikhani, Gustavo Adolfo Vargas Hakim, David Osowiechi, Farzad Beizaee, Ismail Ben Ayed, Christian Desrosiers
GeoMask3D: Geometrically Informed Mask Selection for Self-Supervised Point Cloud Learning in 3D. CoRR (2024)
Milad Cheraghalikhani, Mehrdad Noori, David Osowiechi, Gustavo Adolfo Vargas Hakim, Ismail Ben Ayed, Christian Desrosiers
Structure-aware feature stylization for domain generalization. Comput. Vis. Image Underst. 244 (2024)
Antoine Théberge, Christian Desrosiers, Arnaud Boré, Maxime Descoteaux, Pierre-Marc Jodoin
What matters in reinforcement learning for tractography. Medical Image Anal. 93 (2024)
Gustavo Adolfo Vargas Hakim, David Osowiechi, Mehrdad Noori, Milad Cheraghalikhani, Ali Bahri, Moslem Yazdanpanah, Ismail Ben Ayed, Christian Desrosiers
CLIPArTT: Light-weight Adaptation of CLIP to New Domains at Test Time. CoRR (2024)
Jinhua Liu, Christian Desrosiers, Dexin Yu, Yuanfeng Zhou
Semi-Supervised Medical Image Segmentation Using Cross-Style Consistency With Shape-Aware and Local Context Constraints. IEEE Trans. Medical Imaging 43 (4) (2024)
Bach Ngoc Kim, Jose Dolz, Pierre-Marc Jodoin, Christian Desrosiers
Mixup-Privacy: A Simple yet Effective Approach for Privacy-Preserving Segmentation. IPMI (2023)
Ping Wang, Jizong Peng, Marco Pedersoli, Yuanfeng Zhou, Caiming Zhang, Christian Desrosiers
Shape-Aware Joint Distribution Alignment for Cross-Domain Image Segmentation. IEEE Trans. Medical Imaging 42 (8) (2023)
Farzad Beizaee, Christian Desrosiers, Gregory A. Lodygensky, Jose Dolz
Harmonizing Flows: Unsupervised MR Harmonization Based on Normalizing Flows. IPMI (2023)
Julien Nicolas, Florent Chiaroni, Imtiaz Masud Ziko, Ola Ahmad, Christian Desrosiers, Jose Dolz
MoP-CLIP: A Mixture of Prompt-Tuned CLIP Models for Domain Incremental Learning. CoRR (2023)
Mehrdad Noori, Milad Cheraghalikhani, Ali Bahri, Gustavo Adolfo Vargas Hakim, David Osowiechi, Ismail Ben Ayed, Christian Desrosiers
TFS-ViT: Token-Level Feature Stylization for Domain Generalization. CoRR (2023)
Mélanie Gaillochet, Christian Desrosiers, Hervé Lombaert
Active learning for medical image segmentation with stochastic batches. Medical Image Anal. 90 (2023)
Bingyuan Liu, Christian Desrosiers, Ismail Ben Ayed, Jose Dolz
Segmentation with mixed supervision: Confidence maximization helps knowledge distillation. Medical Image Anal. 83 (2023)
Mélanie Gaillochet, Christian Desrosiers, Hervé Lombaert
TAAL: Test-time Augmentation for Active Learning in Medical Image Segmentation. CoRR (2023)
Djebril Mekhazni, Maximilien Dufau, Christian Desrosiers, Marco Pedersoli, Eric Granger
Camera Alignment and Weighted Contrastive Learning for Domain Adaptation in Video Person ReID. WACV (2023)
Bach Ngoc Kim, José Dolz, Pierre-Marc Jodoin, Christian Desrosiers
Mixup-Privacy: A simple yet effective approach for privacy-preserving segmentation. CoRR (2023)
Xuan Li, Christian Desrosiers, Xue (Steve) Liu
Deep Neural Forest for Out-of-Distribution Detection of Skin Lesion Images. IEEE J. Biomed. Health Informatics 27 (1) (2023)
Gustavo Adolfo Vargas Hakim, David Osowiechi, Mehrdad Noori, Milad Cheraghalikhani, Ismail Ben Ayed, Christian Desrosiers
ClusT3: Information Invariant Test-Time Training. CoRR (2023)
Farzad Beizaee, Christian Desrosiers, Gregory A. Lodygensky, Jose Dolz
Harmonizing Flows: Unsupervised MR harmonization based on normalizing flows. CoRR (2023)
David Osowiechi, Gustavo Adolfo Vargas Hakim, Mehrdad Noori, Milad Cheraghalikhani, Ismail Ben Ayed, Christian Desrosiers
TTTFlow: Unsupervised Test-Time Training with Normalizing Flow. WACV (2023)
Gustavo Adolfo Vargas Hakim, David Osowiechi, Mehrdad Noori, Milad Cheraghalikhani, Ali Bahri, Ismail Ben Ayed, Christian Desrosiers
ClusT3: Information Invariant Test-Time Training. ICCV (2023)
Mélanie Gaillochet, Christian Desrosiers, Hervé Lombaert
Active learning for medical image segmentation with stochastic batches. CoRR (2023)
Karthik Gopinath, Christian Desrosiers, Herve Lombaert
Learning joint surface reconstruction and segmentation, from brain images to cortical surface parcellation. Medical Image Anal. 90 (2023)
Ping Wang, Jizong Peng, Marco Pedersoli, Yuanfeng Zhou, Caiming Zhang, Christian Desrosiers
CAT: Constrained Adversarial Training for Anatomically-Plausible Semi-Supervised Segmentation. IEEE Trans. Medical Imaging 42 (8) (2023)
Antoine Théberge, Christian Desrosiers, Maxime Descoteaux, Pierre-Marc Jodoin
What Matters in Reinforcement Learning for Tractography. CoRR (2023)
Jinhua Liu, Zhiming Cui, Christian Desrosiers, Shuyi Lu, Yuanfeng Zhou
Grayscale self-adjusting network with weak feature enhancement for 3D lumbar anatomy segmentation. Medical Image Anal. 81 (2022)
Djebril Mekhazni, Maximilien Dufau, Christian Desrosiers, Marco Pedersoli, Eric Granger
Camera Alignment and Weighted Contrastive Learning for Domain Adaptation in Video Person ReID. CoRR (2022)
Karthik Gopinath, Christian Desrosiers, Herve Lombaert
Learnable Pooling in Graph Convolutional Networks for Brain Surface Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 44 (2) (2022)
Mélanie Gaillochet, Christian Desrosiers, Hervé Lombaert
TAAL: Test-Time Augmentation for Active Learning in Medical Image Segmentation. DALI@MICCAI (2022)
Xuan Li, Christian Desrosiers, Xue Liu
Symmetric Contrastive Loss for Out-of-Distribution Skin Lesion Detection. ISBI (2022)
Ahmad Chaddad, Lama Hassan, Christian Desrosiers
Deep Radiomic Analysis for Predicting Coronavirus Disease 2019 in Computerized Tomography and X-ray Images. CoRR (2022)
Koffi Kossi, Stéphane Coulombe, Christian Desrosiers, Ghyslain Gagnon
No-Reference Video Quality Assessment Using Distortion Learning and Temporal Attention. IEEE Access 10 (2022)
David Osowiechi, Gustavo Adolfo Vargas Hakim, Mehrdad Noori, Milad Cheraghalikhani, Ismail Ben Ayed, Christian Desrosiers
TTTFlow: Unsupervised Test-Time Training with Normalizing Flow. CoRR (2022)
Jinhua Liu, Christian Desrosiers, Yuanfeng Zhou
Semi-supervised Medical Image Segmentation Using Cross-Model Pseudo-Supervision with Shape Awareness and Local Context Constraints. MICCAI (8) (2022)
Laurent Chauvin, Kuldeep Kumar, Christian Desrosiers, William M. Wells III, Matthew Toews
Efficient Pairwise Neuroimage Analysis Using the Soft Jaccard Index and 3D Keypoint Sets. IEEE Trans. Medical Imaging 41 (4) (2022)
Jizong Peng, Ping Wang, Marco Pedersoli, Christian Desrosiers
Boundary-aware Information Maximization for Self-supervised Medical Image Segmentation. CoRR (2022)
Hoel Kervadec, Jose Dolz, Jing Yuan, Christian Desrosiers, Eric Granger, Ismail Ben Ayed
Constrained deep networks: Lagrangian optimization via Log-barrier extensions. EUSIPCO (2022)
Ahmad Chaddad, Paul Daniel, Mingli Zhang, Saima Rathore, Paul Sargos, Christian Desrosiers, Tamim Niazi
Deep radiomic signature with immune cell markers predicts the survival of glioma patients. CoRR (2022)
Ahmad Chaddad, Paul Daniel, Mingli Zhang, Saima Rathore, Paul Sargos, Christian Desrosiers, Tamim Niazi
Deep radiomic signature with immune cell markers predicts the survival of glioma patients. Neurocomputing 469 (2022)
Moslem Yazdanpanah, Aamer Abdul Rahman, Muawiz Chaudhary, Christian Desrosiers, Mohammad Havaei, Eugene Belilovsky, Samira Ebrahimi Kahou
Revisiting Learnable Affines for Batch Norm in Few-Shot Transfer Learning. CVPR (2022)
Ahmad Chaddad, Lama Hassan, Christian Desrosiers
Deep Radiomic Analysis for Predicting Coronavirus Disease 2019 in Computerized Tomography and X-Ray Images. IEEE Trans. Neural Networks Learn. Syst. 33 (1) (2022)
Yujie Li, Benying Tan, Shuxue Ding, Christian Desrosiers, Ahmad Chaddad
Symmetry Structured Analysis Sparse Coding for Key Frame Extraction. ML4CS (1) (2022)
Bach Ngoc Kim, Jose Dolz, Christian Desrosiers, Pierre-Marc Jodoin
Privacy Preserving for Medical Image Analysis via Non-Linear Deformation Proxy. BMVC (2021)
Jizong Peng, Marco Pedersoli, Christian Desrosiers
Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information Regularization. CoRR (2021)
Jie Mei, Cécilia Tremblay, Nikola Stikov, Christian Desrosiers, Johannes Frasnelli
Differentiation of Parkinson's disease and non-Parkinsonian olfactory dysfunction with structural MRI data. Medical Imaging: Computer-Aided Diagnosis (2021)
Hoel Kervadec, Jihene Bouchtiba, Christian Desrosiers, Eric Granger, Jose Dolz, Ismail Ben Ayed
Boundary loss for highly unbalanced segmentation. Medical Image Anal. 67 (2021)
Bingyuan Liu, Christian Desrosiers, Ismail Ben Ayed, Jose Dolz
Mixed-supervised segmentation: Confidence maximization helps knowledge distillation. CoRR (2021)
Karthik Gopinath, Christian Desrosiers, Herve Lombaert
SegRecon: Learning Joint Brain Surface Reconstruction and Segmentation from Images. MICCAI (7) (2021)
Bach Ngoc Kim, Jose Dolz, Pierre-Marc Jodoin, Christian Desrosiers
Privacy-Net: An Adversarial Approach for Identity-Obfuscated Segmentation of Medical Images. IEEE Trans. Medical Imaging 40 (7) (2021)
Jizong Peng, Ping Wang, Christian Desrosiers, Marco Pedersoli
Self-Paced Contrastive Learning for Semi-supervisedMedical Image Segmentation with Meta-labels. CoRR (2021)
Ping Wang, Jizong Peng, Marco Pedersoli, Yuanfeng Zhou, Caiming Zhang, Christian Desrosiers
Self-paced and self-consistent co-training for semi-supervised image segmentation. Medical Image Anal. 73 (2021)
Laurent Chauvin, Kuldeep Kumar, Christian Desrosiers, William M. Wells III, Matthew Toews
Efficient Pairwise Neuroimage Analysis using the Soft Jaccard Index and 3D Keypoint Sets. CoRR (2021)
Ping Wang, Jizong Peng, Marco Pedersoli, Yuanfeng Zhou, Caiming Zhang, Christian Desrosiers
Context-aware virtual adversarial training for anatomically-plausible segmentation. CoRR (2021)
Hussein Chouman, Petar Djukic, Christine Tremblay, Christian Desrosiers
Forecasting Lightpath QoT with Deep Neural Networks. OFC (2021)
Ahmad Chaddad, Paul Sargos, Christian Desrosiers
Modeling Texture in Deep 3D CNN for Survival Analysis. IEEE J. Biomed. Health Informatics 25 (7) (2021)
Jose Dolz, Christian Desrosiers, Ismail Ben Ayed
Teach Me to Segment with Mixed Supervision: Confident Students Become Masters. IPMI (2021)
Antoine Théberge, Christian Desrosiers, Maxime Descoteaux, Pierre-Marc Jodoin
Track-to-Learn: A general framework for tractography with deep reinforcement learning. Medical Image Anal. 72 (2021)
Guangshun Wei, Long Ma, Chen Wang, Christian Desrosiers, Yuanfeng Zhou
Multi-Task Joint Learning of 3D Keypoint Saliency and Correspondence Estimation. Comput. Aided Des. 141 (2021)
Pierre-Luc Delisle, Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert
Realistic image normalization for multi-Domain segmentation. Medical Image Anal. 74 (2021)
Ping Wang, Jizong Peng, Marco Pedersoli, Yuanfeng Zhou, Caiming Zhang, Christian Desrosiers
Context-Aware Virtual Adversarial Training for Anatomically-Plausible Segmentation. MICCAI (1) (2021)
Benoit Anctil-Robitaille, Antoine Théberge, Pierre-Marc Jodoin, Maxime Descoteaux, Christian Desrosiers, Hervé Lombaert
Manifold-aware Synthesis of High-resolution Diffusion from Structural Imaging. CoRR (2021)
Jizong Peng, Christian Desrosiers, Marco Pedersoli
Diversified Multi-prototype Representation for Semi-supervised Segmentation. CoRR (2021)
Athanasios N. Nikolakopoulos, Xia Ning, Christian Desrosiers, George Karypis
Trust your neighbors: A comprehensive survey of neighborhood-based methods for recommender systems. CoRR (2021)
Jizong Peng, Ping Wang, Christian Desrosiers, Marco Pedersoli
Self-Paced Contrastive Learning for Semi-supervised Medical Image Segmentation with Meta-labels. NeurIPS (2021)
Ran He, Karthik Gopinath, Christian Desrosiers, Herve Lombaert
Spectral Graph Transformer Networks for Brain Surface Parcellation. ISBI (2020)
Jose Dolz, Christian Desrosiers, Li Wang, Jing Yuan, Dinggang Shen, Ismail Ben Ayed
Deep CNN ensembles and suggestive annotations for infant brain MRI segmentation. Comput. Medical Imaging Graph. 79 (2020)
Jizong Peng, Marco Pedersoli, Christian Desrosiers
Mutual information deep regularization for semi-supervised segmentation. MIDL (2020)
Jizong Peng, Guillermo Estrada, Marco Pedersoli, Christian Desrosiers
Deep co-training for semi-supervised image segmentation. Pattern Recognit. 107 (2020)
Jinhua Liu, Christian Desrosiers, Yuanfeng Zhou
Att-MoE: Attention-based Mixture of Experts for nuclear and cytoplasmic segmentation. Neurocomputing 411 (2020)
Kaveh Kamali, Ali Akbar Akbari, Christian Desrosiers, Alireza Akbarzadeh, Martin J.-D. Otis, Johannes C. Ayena
Low-Rank and Sparse Recovery of Human Gait Data. Sensors 20 (16) (2020)
Jin-Gong Jia, Yuanfeng Zhou, Xing-Wei Hao, Feng Li, Christian Desrosiers, Cai-ming Zhang
Two-Stream Temporal Convolutional Networks for Skeleton-Based Human Action Recognition. J. Comput. Sci. Technol. 35 (3) (2020)
Xuan Li, Yuchen Lu, Christian Desrosiers, Xue Liu
Out-of-Distribution Detection for Skin Lesion Images with Deep Isolation Forest. CoRR (2020)
Bach Ngoc Kim, Jose Dolz, Christian Desrosiers, Pierre-Marc Jodoin
Privacy Preserving for Medical Image Analysis via Non-Linear Deformation Proxy. CoRR (2020)
Ahmad Chaddad, Michael J. Kucharczyk, Christian Desrosiers, Idowu Paul Okuwobi, Yousef Katib, Mingli Zhang, Saima Rathore, Paul Sargos, Tamim Niazi
Deep Radiomic Analysis to Predict Gleason Score in Prostate Cancer. IEEE Access 8 (2020)
Jizong Peng, Hoel Kervadec, Jose Dolz, Ismail Ben Ayed, Marco Pedersoli, Christian Desrosiers
Discretely-constrained deep network for weakly supervised segmentation. Neural Networks 130 (2020)
Kaveh Kamali, Ilian A. Bonev, Christian Desrosiers
Real-time Motion Planning for Robotic Teleoperation Using Dynamic-goal Deep Reinforcement Learning. CRV (2020)
Xuan Li, Yuchen Lu, Christian Desrosiers, Xue Liu
Out-of-Distribution Detection for Skin Lesion Images with Deep Isolation Forest. MLMI@MICCAI (2020)
Jie Mei, Christian Desrosiers, Johannes Frasnelli
Machine learning for the diagnosis of Parkinson's disease: A systematic review. CoRR (2020)
Pierre-Luc Delisle, Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert
Realistic Image Normalization for Multi-Domain Segmentation. CoRR (2020)
Pierre-Luc Delisle, Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert
Adversarial Normalization for Multi Domain Image Segmentation. ISBI (2020)
Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert
Manifold-Aware CycleGAN for High Resolution Structural-to-DTI Synthesis. CoRR (2020)
Mingli Zhang, Christian Desrosiers, Yuhong Guo, Budhachandra S. Khundrakpam, Noor Al-Sharif, Gregory Kiar, Pedro A. Valdés-Sosa, Jean-Baptiste Poline, Alan C. Evans
Brain status modeling with non-negative projective dictionary learning. NeuroImage 206 (2020)
Jose Dolz, Christian Desrosiers, Ismail Ben Ayed
Teach me to segment with mixed supervision: Confident students become masters. CoRR (2020)
Ping Wang, Jizong Peng, Marco Pedersoli, Yuanfeng Zhou, Caiming Zhang, Christian Desrosiers
Self-paced and self-consistent co-training for semi-supervised image segmentation. CoRR (2020)
Karthik Gopinath, Christian Desrosiers, Herve Lombaert
Graph Domain Adaptation for Alignment-Invariant Brain Surface Segmentation. CoRR (2020)
Laurent Chauvin, Kuldeep Kumar, Christian Wachinger, Mark G. Vangel, Jacques A. de Guise, Christian Desrosiers, William Wells, Matthew Toews
Neuroimage signature from salient keypoints is highly specific to individuals and shared by close relatives. NeuroImage 204 (2020)
Karthik Gopinath, Christian Desrosiers, Herve Lombaert
Graph Domain Adaptation for Alignment-Invariant Brain Surface Segmentation. UNSURE/GRAIL@MICCAI (2020)
Luc Trudeau, Stéphane Coulombe, Christian Desrosiers
Multi-level rate-constrained successive elimination algorithm tailored to suboptimal motion estimation in HEVC. Signal Process. Image Commun. 81 (2020)
Fodil Belghait, Alain April, Pavel Hamet, Johanne Tremblay, Christian Desrosiers
A Large-scale and Extensible Platform for Precision Medicine Research. PDH (2019)
Pierre-Luc Delisle, Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert
Adversarial normalization for multi domain image segmentation. CoRR (2019)
Kuldeep Kumar, Kaleem Siddiqi, Christian Desrosiers
White matter fiber analysis using kernel dictionary learning and sparsity priors. Pattern Recognit. 95 (2019)

Christian Desrosiers.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Christian Desrosiers