Christian Desrosiers

264 papers A* 10A 8B 19C 2Misc 2Journal 167Unranked 52

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Anatomically-aware conformal prediction for medical image segmentation with random walks. CoRR Mélanie Gaillochet, Christian Desrosiers, Hervé Lombaert
2026	J	`jnl`	DCCVT: Differentiable Clipped Centroidal Voronoi Tessellation. CoRR Wylliam Cantin Charawi, Adrien Gruson, Jane Wu, Christian Desrosiers, Diego Thomas
2026	J	`jnl`	Histopath-C: Towards Realistic Domain Shifts for Histopathology Vision-Language Adaptation. CoRR Mehrdad Noori, Gustavo Adolfo Vargas Hakim, David Osowiechi, Fereshteh Shakeri, Ali Bahri, Moslem Yazdanpanah, Sahar Dastani, Ismail Ben Ayed, Christian Desrosiers
2026	J	`jnl`	Imaging coupled filtering: A unified multi-channel framework for multimodal medical image registration and fusion. Signal Process. Hui Liu, Jicheng Zhu, Hengtai Li, Christian Desrosiers, Caiming Zhang
2026	J	`jnl`	Locality-Attending Vision Transformer. CoRR Sina Hajimiri, Farzad Beizaee, Fereshteh Shakeri, Christian Desrosiers, Ismail Ben Ayed, Jose Dolz
2026	J	`jnl`	M$^{2}$SegMamba: Mamba-Based Incomplete Multimodal Learning for Brain Tumor Segmentation With Few Samples. IEEE J. Biomed. Health Informatics Xinyue Zhang, Ali Bahri, Christian Desrosiers, Hui Liu, Fangxun Bao
2026	J	`jnl`	OCTOPUS: Enhancing the Spatial-Awareness of Vision SSMs with Multi-Dimensional Scans and Traversal Selection. CoRR Kunal Mahatha, Ali Bahri, Pierre Marza, Sahar Dastani, Maria Vakalopoulou, Stergios Christodoulidis, Jose Dolz, Christian Desrosiers
2026	J	`jnl`	Prompt Learning With Bounding Box Constraints for Medical Image Segmentation. IEEE Trans. Biomed. Eng. Mélanie Gaillochet, Mehrdad Noori, Sahar Dastani, Christian Desrosiers, Hervé Lombaert
2026	J	`jnl`	SPARK: Stochastic Propagation via Affinity-guided Random walK for training-free unsupervised segmentation. CoRR Kunal Mahatha, Jose Dolz, Christian Desrosiers
2025	A	`conf`	CLIPArTT: Adaptation of CLIP to New Domains at Test Time. WACV Gustavo Adolfo Vargas Hakim, David Osowiechi, Mehrdad Noori, Milad Cheraghalikhani, Ali Bahri, Moslem Yazdanpanah, Ismail Ben Ayed, Christian Desrosiers
2025	J	`jnl`	CLIPTTA: Robust Contrastive Vision-Language Test-Time Adaptation. CoRR Marc Lafon, Gustavo Adolfo Vargas Hakim, Clément Rambour, Christian Desrosiers, Nicolas Thome
2025	J	`jnl`	CTA: Cross-Task Alignment for Better Test Time Training. CoRR Samuel Barbeau, Pedram Fekri, David Osowiechi, Ali Bahri, Moslem Yazdanpanah, Masih Aminbeidokhti, Christian Desrosiers
2025	A*	`conf`	Correcting Deviations from Normality: A Reformulated Diffusion Model for Multi-Class Unsupervised Anomaly Detection. CVPR Farzad Beizaee, Gregory A. Lodygensky, Christian Desrosiers, Jose Dolz
2025	J	`jnl`	Correcting Deviations from Normality: A Reformulated Diffusion Model for Multi-Class Unsupervised Anomaly Detection. CoRR Farzad Beizaee, Gregory A. Lodygensky, Christian Desrosiers, Jose Dolz
2025	J	`jnl`	DART CoRR Rajarshi Bhattacharya, Shakeeb Murtaza, Christian Desrosiers, Jose Dolz, Maguelonne Heritier, Eric Granger
2025	J	`jnl`	Domain Adaptation Techniques for Natural and Medical Image Classification. CoRR Ahmad Chaddad, Yihang Wu, Reem Kateb, Christian Desrosiers
2025	J	`jnl`	Domain adaptation techniques for natural and medical image classification. Inf. Sci. Ahmad Chaddad, Yihang Wu, Reem Kateb, Christian Desrosiers
2025	J	`jnl`	FAA-CLIP: Federated Adversarial Adaptation of CLIP. CoRR Yihang Wu, Ahmad Chaddad, Christian Desrosiers, Tareef S. Daqqaq, Reem Kateb
2025	J	`jnl`	FAA-CLIP: Federated Adversarial Adaptation of CLIP. IEEE Internet Things J. Yihang Wu, Ahmad Chaddad, Christian Desrosiers, Tareef S. Daqqaq, Reem Kateb
2025	A	`conf`	FDS: Feedback-Guided Domain Synthesis with Multi-Source Conditional Diffusion Models for Domain Generalization. WACV Ali Bahri, Mehrdad Noori, Gustavo Adolfo Vargas Hakim, Ismail Ben Ayed, Milad Cheraghalikhani, David Osowiechi, Christian Desrosiers, Moslem Yazdanpanah
2025	J	`jnl`	GeoMask3D: Geometrically Informed Mask Selection for Self-Supervised Point Cloud Learning in 3D. Trans. Mach. Learn. Res. Ali Bahri, Moslem Yazdanpanah, Mehrdad Noori, Milad Cheraghalikhani, Gustavo Adolfo Vargas Hakim, David Osowiechi, Farzad Beizaee, Ismail Ben Ayed, Christian Desrosiers
2025	J	`jnl`	Harmonizing flows: Leveraging normalizing flows for unsupervised and source-free MRI harmonization. Medical Image Anal. 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
2025	—	`conf`	MAD-AD: Masked Diffusion for Unsupervised Brain Anomaly Detection. IPMI (2) Farzad Beizaee, Gregory A. Lodygensky, Christian Desrosiers, Jose Dolz
2025	J	`jnl`	MAD-AD: Masked Diffusion for Unsupervised Brain Anomaly Detection. CoRR Farzad Beizaee, Gregory A. Lodygensky, Christian Desrosiers, Jose Dolz
2025	J	`jnl`	MFCPNet: Real time medical image segmentation network via multi-scale feature fusion and channel pruning. Biomed. Signal Process. Control. Linlin Hou, Zishen Yan, Christian Desrosiers, Hui Liu
2025	J	`jnl`	NERVE: Neighbourhood & Entropy-guided Random-walk for training free open-Vocabulary sEgmentation. CoRR Kunal Mahatha, Jose Dolz, Christian Desrosiers
2025	J	`jnl`	Prompt learning with bounding box constraints for medical image segmentation. CoRR Mélanie Gaillochet, Mehrdad Noori, Sahar Dastani, Christian Desrosiers, Hervé Lombaert
2025	J	`jnl`	Purge-Gate: Backpropagation-Free Test-Time Adaptation for Point Clouds Classification via Token Purging. CoRR Moslem Yazdanpanah, Ali Bahri, Mehrdad Noori, Sahar Dastani, Gustavo Adolfo Vargas Hakim, David Osowiechi, Ismail Ben Ayed, Christian Desrosiers
2025	A	`conf`	ReC- Ttt: Contrastive Feature Reconstruction for Test-Time Training. WACV Marco Colussi, Sergio Mascetti, Jose Dolz, Christian Desrosiers
2025	—	`conf`	Reflect: Rectified Flows for Efficient Brain Anomaly Correction Transport. MICCAI (4) Farzad Beizaee, Sina Hajimiri, Ismail Ben Ayed, Gregory A. Lodygensky, Christian Desrosiers, Jose Dolz
2025	J	`jnl`	Reinforcement Learning for Unsupervised Domain Adaptation in Spatio-Temporal Echocardiography Segmentation. CoRR Arnaud Judge, Nicolas Duchateau, Thierry Judge, Roman A. Sandler, Joseph Z. Sokol, Christian Desrosiers, Olivier Bernard, Pierre-Marc Jodoin
2025	J	`jnl`	Revisiting the Learning Objectives of Vision-Language Reward Models. CoRR Simon Roy, Samuel Barbeau, Giovanni Beltrame, Christian Desrosiers, Nicolas Thome
2025	A*	`conf`	SMART-PC: Skeletal Model Adaptation for Robust Test-Time Training in Point Clouds. ICML Ali Bahri, Moslem Yazdanpanah, Sahar Dastani, Mehrdad Noori, Gustavo Adolfo Vargas Hakim, David Osowiechi, Farzad Beizaee, Ismail Ben Ayed, Christian Desrosiers
2025	J	`jnl`	SMART-PC: Skeletal Model Adaptation for Robust Test-Time Training in Point Clouds. CoRR Ali Bahri, Moslem Yazdanpanah, Sahar Dastani, Mehrdad Noori, Gustavo Adolfo Vargas Hakim, David Osowiechi, Farzad Beizaee, Ismail Ben Ayed, Christian Desrosiers
2025	J	`jnl`	Simulations of Common Unsupervised Domain Adaptation Algorithms for Image Classification. CoRR Ahmad Chaddad, Yihang Wu, Yuchen Jiang, Ahmed Bouridane, Christian Desrosiers
2025	J	`jnl`	Simulations of Common Unsupervised Domain Adaptation Algorithms for Image Classification. IEEE Trans. Instrum. Meas. Ahmad Chaddad, Yihang Wu, Yuchen Jiang, Ahmed Bouridane, Christian Desrosiers
2025	A*	`conf`	Spectral Informed Mamba for Robust Point Cloud Processing. CVPR Ali Bahri, Moslem Yazdanpanah, Mehrdad Noori, Sahar Dastani, Milad Cheraghalikhani, Gustavo Adolfo Vargas Hakim, David Osowiechi, Farzad Beizaee, Ismail Ben Ayed, Christian Desrosiers
2025	J	`jnl`	Spectral Informed Mamba for Robust Point Cloud Processing. CoRR Ali Bahri, Moslem Yazdanpanah, Mehrdad Noori, Sahar Dastani, Milad Cheraghalikhani, David Osowiechi, Gustavo Adolfo Vargas Hakim, Farzad Beizaee, Ismail Ben Ayed, Christian Desrosiers
2025	A*	`conf`	Spectral State Space Model for Rotation-Invariant Visual Representation Learning. CVPR Sahar Dastani, Ali Bahri, Moslem Yazdanpanah, Mehrdad Noori, David Osowiechi, Gustavo Adolfo Vargas Hakim, Farzad Beizaee, Milad Cheraghalikhani, Arnab Kumar Mondal, Herve Lombaert, Christian Desrosiers
2025	J	`jnl`	Spectral State Space Model for Rotation-Invariant Visual Representation Learning. CoRR Sahar Dastani, Ali Bahri, Moslem Yazdanpanah, Mehrdad Noori, David Osowiechi, Gustavo Adolfo Vargas Hakim, Farzad Beizaee, Milad Cheraghalikhani, Arnab Kumar Mondal, Herve Lombaert, Christian Desrosiers
2025	J	`jnl`	Susceptibility Distortion Correction of Diffusion MRI with a single Phase-Encoding Direction. CoRR Sedigheh Dargahi, Sylvain Bouix, Christian Desrosiers
2025	—	`conf`	Susceptibility DistortionSusceptibility distortion Correction of Diffusion MRIDiffusion MRI with a single Phase-EncodingPhase Encoding Direction. CDMRI@MICCAI Sedigheh Dargahi, Sylvain Bouix, Christian Desrosiers
2025	J	`jnl`	THUNDER: Tile-level Histopathology image UNDERstanding benchmark. CoRR Pierre Marza, Leo Fillioux, Sofiène Boutaj, Kunal Mahatha, Christian Desrosiers, Pablo Piantanida, Jose Dolz, Stergios Christodoulidis, Maria Vakalopoulou
2025	J	`jnl`	TRUST: Test-Time Refinement using Uncertainty-Guided SSM Traverses. CoRR Sahar Dastani, Ali Bahri, Gustavo Adolfo Vargas Hakim, Moslem Yazdanpanah, Mehrdad Noori, David Osowiechi, Samuel Barbeau, Ismail Ben Ayed, Herve Lombaert, Christian Desrosiers
2025	A	`conf`	Test-Time Adaptation in Point Clouds: Leveraging Sampling Variation with Weight Averaging. WACV Ali Bahri, Moslem Yazdanpanah, Mehrdad Noori, Sahar Dastani, Milad Cheraghalikhani, David Osowiechi, Farzad Beizaee, Gustavo Adolfo Vargas Hakim, Ismail Ben Ayed, Christian Desrosiers
2025	J	`jnl`	Test-Time Adaptation of Vision-Language Models for Open-Vocabulary Semantic Segmentation. CoRR Mehrdad Noori, David Osowiechi, Gustavo Adolfo Vargas Hakim, Ali Bahri, Moslem Yazdanpanah, Sahar Dastani, Farzad Beizaee, Ismail Ben Ayed, Christian Desrosiers
2024	—	`conf`	Automating MedSAM by Learning Prompts with Weak Few-Shot Supervision. MedAGI@MICCAI Mélanie Gaillochet, Christian Desrosiers, Hervé Lombaert
2024	J	`jnl`	Automating MedSAM by Learning Prompts with Weak Few-Shot Supervision. CoRR Mélanie Gaillochet, Christian Desrosiers, Hervé Lombaert
2024	J	`jnl`	Boundary-aware information maximization for self-supervised medical image segmentation. Medical Image Anal. Jizong Peng, Ping Wang, Marco Pedersoli, Christian Desrosiers
2024	J	`jnl`	CLIPArTT: Light-weight Adaptation of CLIP to New Domains at Test Time. CoRR Gustavo Adolfo Vargas Hakim, David Osowiechi, Mehrdad Noori, Milad Cheraghalikhani, Ali Bahri, Moslem Yazdanpanah, Ismail Ben Ayed, Christian Desrosiers
2024	J	`jnl`	Decoupled and boosted learning for skeleton-based dynamic hand gesture recognition. Pattern Recognit. Yangke Li, Guangshun Wei, Christian Desrosiers, Yuanfeng Zhou
2024	—	`conf`	FACMIC: Federated Adaptative CLIP Model for Medical Image Classification. MICCAI (12) Yihang Wu, Christian Desrosiers, Ahmad Chaddad
2024	J	`jnl`	FACMIC: Federated Adaptative CLIP Model for Medical Image Classification. CoRR Yihang Wu, Christian Desrosiers, Ahmad Chaddad
2024	J	`jnl`	FDS: Feedback-guided Domain Synthesis with Multi-Source Conditional Diffusion Models for Domain Generalization. CoRR Mehrdad Noori, Milad Cheraghalikhani, Ali Bahri, Gustavo Adolfo Vargas Hakim, David Osowiechi, Moslem Yazdanpanah, Ismail Ben Ayed, Christian Desrosiers
2024	J	`jnl`	Federated Learning for Healthcare Applications. IEEE Internet Things J. Ahmad Chaddad, Yihang Wu, Christian Desrosiers
2024	J	`jnl`	GeoMask3D: Geometrically Informed Mask Selection for Self-Supervised Point Cloud Learning in 3D. CoRR Ali Bahri, Moslem Yazdanpanah, Mehrdad Noori, Milad Cheraghalikhani, Gustavo Adolfo Vargas Hakim, David Osowiechi, Farzad Beizaee, Ismail Ben Ayed, Christian Desrosiers
2024	J	`jnl`	Harmonizing Flows: Leveraging normalizing flows for unsupervised and source-free MRI harmonization. CoRR 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
2024	J	`jnl`	Improvement Of Audiovisual Quality Estimation Using A Nonlinear Autoregressive Exogenous Neural Network And Bitstream Parameters. CoRR Koffi Kossi, Stéphane Coulombe, Christian Desrosiers, Ghyslain Gagnon
2024	A	`conf`	MoP-CLIP: A Mixture of Prompt-Tuned CLIP Models for Domain Incremental Learning. WACV Julien Nicolas, Florent Chiaroni, Imtiaz Masud Ziko, Ola Ahmad, Christian Desrosiers, Jose Dolz
2024	A*	`conf`	NC-TTT: A Noise Constrastive Approach for Test-Time Training. CVPR David Osowiechi, Gustavo Adolfo Vargas Hakim, Mehrdad Noori, Milad Cheraghalikhani, Ali Bahri, Moslem Yazdanpanah, Ismail Ben Ayed, Christian Desrosiers
2024	J	`jnl`	NC-TTT: A Noise Contrastive Approach for Test-Time Training. CoRR David Osowiechi, Gustavo Adolfo Vargas Hakim, Mehrdad Noori, Milad Cheraghalikhani, Ali Bahri, Moslem Yazdanpanah, Ismail Ben Ayed, Christian Desrosiers
2024	J	`jnl`	No-Reference Video Quality Assessment Using Transformers and Attention Recurrent Networks. IEEE Access Koffi Kossi, Stéphane Coulombe, Christian Desrosiers
2024	J	`jnl`	ReC-TTT: Contrastive Feature Reconstruction for Test-Time Training. CoRR Marco Colussi, Sergio Mascetti, Jose Dolz, Christian Desrosiers
2024	J	`jnl`	Semi-Supervised Medical Image Segmentation Using Cross-Style Consistency With Shape-Aware and Local Context Constraints. IEEE Trans. Medical Imaging Jinhua Liu, Christian Desrosiers, Dexin Yu, Yuanfeng Zhou
2024	J	`jnl`	Structure-aware feature stylization for domain generalization. Comput. Vis. Image Underst. Milad Cheraghalikhani, Mehrdad Noori, David Osowiechi, Gustavo Adolfo Vargas Hakim, Ismail Ben Ayed, Christian Desrosiers
2024	J	`jnl`	TFS-ViT: Token-level feature stylization for domain generalization. Pattern Recognit. Mehrdad Noori, Milad Cheraghalikhani, Ali Bahri, Gustavo Adolfo Vargas Hakim, David Osowiechi, Ismail Ben Ayed, Christian Desrosiers
2024	J	`jnl`	Test-Time Adaptation in Point Clouds: Leveraging Sampling Variation with Weight Averaging. CoRR Ali Bahri, Moslem Yazdanpanah, Mehrdad Noori, Sahar Dastani, Milad Cheraghalikhani, David Osowiechi, Farzad Beizaee, Gustavo Adolfo Vargas Hakim, Ismail Ben Ayed, Christian Desrosiers
2024	A*	`conf`	WATT: Weight Average Test Time Adaptation of CLIP. NeurIPS David Osowiechi, Mehrdad Noori, Gustavo Adolfo Vargas Hakim, Moslem Yazdanpanah, Ali Bahri, Milad Cheraghalikhani, Sahar Dastani, Farzad Beizaee, Ismail Ben Ayed, Christian Desrosiers
2024	J	`jnl`	WATT: Weight Average Test-Time Adaptation of CLIP. CoRR David Osowiechi, Mehrdad Noori, Gustavo Adolfo Vargas Hakim, Moslem Yazdanpanah, Ali Bahri, Milad Cheraghalikhani, Sahar Dastani, Farzad Beizaee, Ismail Ben Ayed, Christian Desrosiers
2024	J	`jnl`	What matters in reinforcement learning for tractography. Medical Image Anal. Antoine Théberge, Christian Desrosiers, Arnaud Boré, Maxime Descoteaux, Pierre-Marc Jodoin
2023	J	`jnl`	Active learning for medical image segmentation with stochastic batches. CoRR Mélanie Gaillochet, Christian Desrosiers, Hervé Lombaert
2023	J	`jnl`	Active learning for medical image segmentation with stochastic batches. Medical Image Anal. Mélanie Gaillochet, Christian Desrosiers, Hervé Lombaert
2023	J	`jnl`	CAT: Constrained Adversarial Training for Anatomically-Plausible Semi-Supervised Segmentation. IEEE Trans. Medical Imaging Ping Wang, Jizong Peng, Marco Pedersoli, Yuanfeng Zhou, Caiming Zhang, Christian Desrosiers
2023	A	`conf`	Camera Alignment and Weighted Contrastive Learning for Domain Adaptation in Video Person ReID. WACV Djebril Mekhazni, Maximilien Dufau, Christian Desrosiers, Marco Pedersoli, Eric Granger
2023	A*	`conf`	ClusT3: Information Invariant Test-Time Training. ICCV Gustavo Adolfo Vargas Hakim, David Osowiechi, Mehrdad Noori, Milad Cheraghalikhani, Ali Bahri, Ismail Ben Ayed, Christian Desrosiers
2023	J	`jnl`	ClusT3: Information Invariant Test-Time Training. CoRR Gustavo Adolfo Vargas Hakim, David Osowiechi, Mehrdad Noori, Milad Cheraghalikhani, Ismail Ben Ayed, Christian Desrosiers
2023	J	`jnl`	Deep Neural Forest for Out-of-Distribution Detection of Skin Lesion Images. IEEE J. Biomed. Health Informatics Xuan Li, Christian Desrosiers, Xue (Steve) Liu
2023	—	`ch.`	From Machine Learning to Deep Learning. AI and Big Data in Cardiology Pierre-Marc Jodoin, Nicolas Duchateau, Christian Desrosiers
2023	—	`conf`	Harmonizing Flows: Unsupervised MR Harmonization Based on Normalizing Flows. IPMI Farzad Beizaee, Christian Desrosiers, Gregory A. Lodygensky, Jose Dolz
2023	J	`jnl`	Harmonizing Flows: Unsupervised MR harmonization based on normalizing flows. CoRR Farzad Beizaee, Christian Desrosiers, Gregory A. Lodygensky, Jose Dolz
2023	J	`jnl`	Learning joint surface reconstruction and segmentation, from brain images to cortical surface parcellation. Medical Image Anal. Karthik Gopinath, Christian Desrosiers, Herve Lombaert
2023	—	`conf`	Mixup-Privacy: A Simple yet Effective Approach for Privacy-Preserving Segmentation. IPMI Bach Ngoc Kim, Jose Dolz, Pierre-Marc Jodoin, Christian Desrosiers
2023	J	`jnl`	Mixup-Privacy: A simple yet effective approach for privacy-preserving segmentation. CoRR Bach Ngoc Kim, José Dolz, Pierre-Marc Jodoin, Christian Desrosiers
2023	J	`jnl`	MoP-CLIP: A Mixture of Prompt-Tuned CLIP Models for Domain Incremental Learning. CoRR Julien Nicolas, Florent Chiaroni, Imtiaz Masud Ziko, Ola Ahmad, Christian Desrosiers, Jose Dolz
2023	J	`jnl`	Segmentation with mixed supervision: Confidence maximization helps knowledge distillation. Medical Image Anal. Bingyuan Liu, Christian Desrosiers, Ismail Ben Ayed, Jose Dolz
2023	J	`jnl`	Shape-Aware Joint Distribution Alignment for Cross-Domain Image Segmentation. IEEE Trans. Medical Imaging Ping Wang, Jizong Peng, Marco Pedersoli, Yuanfeng Zhou, Caiming Zhang, Christian Desrosiers
2023	J	`jnl`	TAAL: Test-time Augmentation for Active Learning in Medical Image Segmentation. CoRR Mélanie Gaillochet, Christian Desrosiers, Hervé Lombaert
2023	J	`jnl`	TFS-ViT: Token-Level Feature Stylization for Domain Generalization. CoRR Mehrdad Noori, Milad Cheraghalikhani, Ali Bahri, Gustavo Adolfo Vargas Hakim, David Osowiechi, Ismail Ben Ayed, Christian Desrosiers
2023	A	`conf`	TTTFlow: Unsupervised Test-Time Training with Normalizing Flow. WACV David Osowiechi, Gustavo Adolfo Vargas Hakim, Mehrdad Noori, Milad Cheraghalikhani, Ismail Ben Ayed, Christian Desrosiers
2023	J	`jnl`	What Matters in Reinforcement Learning for Tractography. CoRR Antoine Théberge, Christian Desrosiers, Maxime Descoteaux, Pierre-Marc Jodoin
2022	J	`jnl`	Boundary-aware Information Maximization for Self-supervised Medical Image Segmentation. CoRR Jizong Peng, Ping Wang, Marco Pedersoli, Christian Desrosiers
2022	J	`jnl`	Camera Alignment and Weighted Contrastive Learning for Domain Adaptation in Video Person ReID. CoRR Djebril Mekhazni, Maximilien Dufau, Christian Desrosiers, Marco Pedersoli, Eric Granger
2022	—	`conf`	Constrained deep networks: Lagrangian optimization via Log-barrier extensions. EUSIPCO Hoel Kervadec, Jose Dolz, Jing Yuan, Christian Desrosiers, Eric Granger, Ismail Ben Ayed
2022	J	`jnl`	Deep Radiomic Analysis for Predicting Coronavirus Disease 2019 in Computerized Tomography and X-Ray Images. IEEE Trans. Neural Networks Learn. Syst. Ahmad Chaddad, Lama Hassan, Christian Desrosiers
2022	J	`jnl`	Deep Radiomic Analysis for Predicting Coronavirus Disease 2019 in Computerized Tomography and X-ray Images. CoRR Ahmad Chaddad, Lama Hassan, Christian Desrosiers
2022	J	`jnl`	Deep radiomic signature with immune cell markers predicts the survival of glioma patients. CoRR Ahmad Chaddad, Paul Daniel, Mingli Zhang, Saima Rathore, Paul Sargos, Christian Desrosiers, Tamim Niazi
2022	J	`jnl`	Deep radiomic signature with immune cell markers predicts the survival of glioma patients. Neurocomputing Ahmad Chaddad, Paul Daniel, Mingli Zhang, Saima Rathore, Paul Sargos, Christian Desrosiers, Tamim Niazi
2022	J	`jnl`	Efficient Pairwise Neuroimage Analysis Using the Soft Jaccard Index and 3D Keypoint Sets. IEEE Trans. Medical Imaging Laurent Chauvin, Kuldeep Kumar, Christian Desrosiers, William M. Wells III, Matthew Toews
2022	J	`jnl`	Grayscale self-adjusting network with weak feature enhancement for 3D lumbar anatomy segmentation. Medical Image Anal. Jinhua Liu, Zhiming Cui, Christian Desrosiers, Shuyi Lu, Yuanfeng Zhou
2022	J	`jnl`	Learnable Pooling in Graph Convolutional Networks for Brain Surface Analysis. IEEE Trans. Pattern Anal. Mach. Intell. Karthik Gopinath, Christian Desrosiers, Herve Lombaert
2022	J	`jnl`	No-Reference Video Quality Assessment Using Distortion Learning and Temporal Attention. IEEE Access Koffi Kossi, Stéphane Coulombe, Christian Desrosiers, Ghyslain Gagnon
2022	A*	`conf`	Revisiting Learnable Affines for Batch Norm in Few-Shot Transfer Learning. CVPR Moslem Yazdanpanah, Aamer Abdul Rahman, Muawiz Chaudhary, Christian Desrosiers, Mohammad Havaei, Eugene Belilovsky, Samira Ebrahimi Kahou
2022	—	`conf`	Semi-supervised Medical Image Segmentation Using Cross-Model Pseudo-Supervision with Shape Awareness and Local Context Constraints. MICCAI (8) Jinhua Liu, Christian Desrosiers, Yuanfeng Zhou
2022	—	`conf`	Symmetric Contrastive Loss for Out-of-Distribution Skin Lesion Detection. ISBI Xuan Li, Christian Desrosiers, Xue Liu
2022	—	`conf`	Symmetry Structured Analysis Sparse Coding for Key Frame Extraction. ML4CS (1) Yujie Li, Benying Tan, Shuxue Ding, Christian Desrosiers, Ahmad Chaddad
2022	—	`conf`	TAAL: Test-Time Augmentation for Active Learning in Medical Image Segmentation. DALI@MICCAI Mélanie Gaillochet, Christian Desrosiers, Hervé Lombaert
2022	J	`jnl`	TTTFlow: Unsupervised Test-Time Training with Normalizing Flow. CoRR David Osowiechi, Gustavo Adolfo Vargas Hakim, Mehrdad Noori, Milad Cheraghalikhani, Ismail Ben Ayed, Christian Desrosiers
2022	—	`ch.`	Trust Your Neighbors: A Comprehensive Survey of Neighborhood-Based Methods for Recommender Systems. Recommender Systems Handbook Athanasios N. Nikolakopoulos, Xia Ning, Christian Desrosiers, George Karypis
2021	J	`jnl`	Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information Regularization. CoRR Jizong Peng, Marco Pedersoli, Christian Desrosiers
2021	J	`jnl`	Boundary loss for highly unbalanced segmentation. Medical Image Anal. Hoel Kervadec, Jihene Bouchtiba, Christian Desrosiers, Eric Granger, Jose Dolz, Ismail Ben Ayed
2021	—	`conf`	Context-Aware Virtual Adversarial Training for Anatomically-Plausible Segmentation. MICCAI (1) Ping Wang, Jizong Peng, Marco Pedersoli, Yuanfeng Zhou, Caiming Zhang, Christian Desrosiers
2021	J	`jnl`	Context-aware virtual adversarial training for anatomically-plausible segmentation. CoRR Ping Wang, Jizong Peng, Marco Pedersoli, Yuanfeng Zhou, Caiming Zhang, Christian Desrosiers
2021	—	`conf`	Differentiation of Parkinson's disease and non-Parkinsonian olfactory dysfunction with structural MRI data. Computer-Aided Diagnosis Jie Mei, Cécilia Tremblay, Nikola Stikov, Christian Desrosiers, Johannes Frasnelli
2021	J	`jnl`	Diversified Multi-prototype Representation for Semi-supervised Segmentation. CoRR Jizong Peng, Christian Desrosiers, Marco Pedersoli
2021	J	`jnl`	Efficient Pairwise Neuroimage Analysis using the Soft Jaccard Index and 3D Keypoint Sets. CoRR Laurent Chauvin, Kuldeep Kumar, Christian Desrosiers, William M. Wells III, Matthew Toews
2021	—	`conf`	Forecasting Lightpath QoT with Deep Neural Networks. OFC Hussein Chouman, Petar Djukic, Christine Tremblay, Christian Desrosiers
2021	J	`jnl`	Manifold-aware Synthesis of High-resolution Diffusion from Structural Imaging. CoRR Benoit Anctil-Robitaille, Antoine Théberge, Pierre-Marc Jodoin, Maxime Descoteaux, Christian Desrosiers, Hervé Lombaert
2021	J	`jnl`	Mixed-supervised segmentation: Confidence maximization helps knowledge distillation. CoRR Bingyuan Liu, Christian Desrosiers, Ismail Ben Ayed, Jose Dolz
2021	J	`jnl`	Modeling Texture in Deep 3D CNN for Survival Analysis. IEEE J. Biomed. Health Informatics Ahmad Chaddad, Paul Sargos, Christian Desrosiers
2021	J	`jnl`	Multi-Task Joint Learning of 3D Keypoint Saliency and Correspondence Estimation. Comput. Aided Des. Guangshun Wei, Long Ma, Chen Wang, Christian Desrosiers, Yuanfeng Zhou
2021	A	`conf`	Privacy Preserving for Medical Image Analysis via Non-Linear Deformation Proxy. BMVC Bach Ngoc Kim, Jose Dolz, Christian Desrosiers, Pierre-Marc Jodoin
2021	J	`jnl`	Privacy-Net: An Adversarial Approach for Identity-Obfuscated Segmentation of Medical Images. IEEE Trans. Medical Imaging Bach Ngoc Kim, Jose Dolz, Pierre-Marc Jodoin, Christian Desrosiers
2021	J	`jnl`	Realistic image normalization for multi-Domain segmentation. Medical Image Anal. Pierre-Luc Delisle, Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert
2021	—	`conf`	SegRecon: Learning Joint Brain Surface Reconstruction and Segmentation from Images. MICCAI (7) Karthik Gopinath, Christian Desrosiers, Herve Lombaert
2021	A*	`conf`	Self-Paced Contrastive Learning for Semi-supervised Medical Image Segmentation with Meta-labels. NeurIPS Jizong Peng, Ping Wang, Christian Desrosiers, Marco Pedersoli
2021	J	`jnl`	Self-Paced Contrastive Learning for Semi-supervisedMedical Image Segmentation with Meta-labels. CoRR Jizong Peng, Ping Wang, Christian Desrosiers, Marco Pedersoli
2021	J	`jnl`	Self-paced and self-consistent co-training for semi-supervised image segmentation. Medical Image Anal. Ping Wang, Jizong Peng, Marco Pedersoli, Yuanfeng Zhou, Caiming Zhang, Christian Desrosiers
2021	—	`conf`	Teach Me to Segment with Mixed Supervision: Confident Students Become Masters. IPMI Jose Dolz, Christian Desrosiers, Ismail Ben Ayed
2021	J	`jnl`	Track-to-Learn: A general framework for tractography with deep reinforcement learning. Medical Image Anal. Antoine Théberge, Christian Desrosiers, Maxime Descoteaux, Pierre-Marc Jodoin
2021	J	`jnl`	Trust your neighbors: A comprehensive survey of neighborhood-based methods for recommender systems. CoRR Athanasios N. Nikolakopoulos, Xia Ning, Christian Desrosiers, George Karypis
2020	—	`conf`	Adversarial Normalization for Multi Domain Image Segmentation. ISBI Pierre-Luc Delisle, Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert
2020	J	`jnl`	Att-MoE: Attention-based Mixture of Experts for nuclear and cytoplasmic segmentation. Neurocomputing Jinhua Liu, Christian Desrosiers, Yuanfeng Zhou
2020	J	`jnl`	Brain status modeling with non-negative projective dictionary learning. NeuroImage Mingli Zhang, Christian Desrosiers, Yuhong Guo, Budhachandra S. Khundrakpam, Noor Al-Sharif, Gregory Kiar, Pedro A. Valdés-Sosa, Jean-Baptiste Poline, Alan C. Evans
2020	J	`jnl`	Deep CNN ensembles and suggestive annotations for infant brain MRI segmentation. Comput. Medical Imaging Graph. Jose Dolz, Christian Desrosiers, Li Wang, Jing Yuan, Dinggang Shen, Ismail Ben Ayed
2020	J	`jnl`	Deep Radiomic Analysis to Predict Gleason Score in Prostate Cancer. IEEE Access Ahmad Chaddad, Michael J. Kucharczyk, Christian Desrosiers, Idowu Paul Okuwobi, Yousef Katib, Mingli Zhang, Saima Rathore, Paul Sargos, Tamim Niazi
2020	J	`jnl`	Deep co-training for semi-supervised image segmentation. Pattern Recognit. Jizong Peng, Guillermo Estrada, Marco Pedersoli, Christian Desrosiers
2020	J	`jnl`	Discretely-constrained deep network for weakly supervised segmentation. Neural Networks Jizong Peng, Hoel Kervadec, Jose Dolz, Ismail Ben Ayed, Marco Pedersoli, Christian Desrosiers
2020	—	`conf`	Graph Domain Adaptation for Alignment-Invariant Brain Surface Segmentation. UNSURE/GRAIL@MICCAI Karthik Gopinath, Christian Desrosiers, Herve Lombaert
2020	J	`jnl`	Graph Domain Adaptation for Alignment-Invariant Brain Surface Segmentation. CoRR Karthik Gopinath, Christian Desrosiers, Herve Lombaert
2020	J	`jnl`	Low-Rank and Sparse Recovery of Human Gait Data. Sensors Kaveh Kamali, Ali Akbar Akbari, Christian Desrosiers, Alireza Akbarzadeh, Martin J.-D. Otis, Johannes C. Ayena
2020	J	`jnl`	Machine learning for the diagnosis of Parkinson's disease: A systematic review. CoRR Jie Mei, Christian Desrosiers, Johannes Frasnelli
2020	J	`jnl`	Manifold-Aware CycleGAN for High Resolution Structural-to-DTI Synthesis. CoRR Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert
2020	J	`jnl`	Multi-level rate-constrained successive elimination algorithm tailored to suboptimal motion estimation in HEVC. Signal Process. Image Commun. Luc Trudeau, Stéphane Coulombe, Christian Desrosiers
2020	—	`conf`	Mutual information deep regularization for semi-supervised segmentation. MIDL Jizong Peng, Marco Pedersoli, Christian Desrosiers
2020	J	`jnl`	Neuroimage signature from salient keypoints is highly specific to individuals and shared by close relatives. NeuroImage Laurent Chauvin, Kuldeep Kumar, Christian Wachinger, Mark G. Vangel, Jacques A. de Guise, Christian Desrosiers, William M. Wells III, Matthew Toews
2020	—	`conf`	Out-of-Distribution Detection for Skin Lesion Images with Deep Isolation Forest. MLMI@MICCAI Xuan Li, Yuchen Lu, Christian Desrosiers, Xue Liu
2020	J	`jnl`	Out-of-Distribution Detection for Skin Lesion Images with Deep Isolation Forest. CoRR Xuan Li, Yuchen Lu, Christian Desrosiers, Xue Liu
2020	J	`jnl`	Privacy Preserving for Medical Image Analysis via Non-Linear Deformation Proxy. CoRR Bach Ngoc Kim, Jose Dolz, Christian Desrosiers, Pierre-Marc Jodoin
2020	—	`conf`	Real-time Motion Planning for Robotic Teleoperation Using Dynamic-goal Deep Reinforcement Learning. CRV Kaveh Kamali, Ilian A. Bonev, Christian Desrosiers
2020	J	`jnl`	Realistic Image Normalization for Multi-Domain Segmentation. CoRR Pierre-Luc Delisle, Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert
2020	J	`jnl`	Self-paced and self-consistent co-training for semi-supervised image segmentation. CoRR Ping Wang, Jizong Peng, Marco Pedersoli, Yuanfeng Zhou, Caiming Zhang, Christian Desrosiers
2020	—	`conf`	Spectral Graph Transformer Networks for Brain Surface Parcellation. ISBI Ran He, Karthik Gopinath, Christian Desrosiers, Herve Lombaert
2020	J	`jnl`	Teach me to segment with mixed supervision: Confident students become masters. CoRR Jose Dolz, Christian Desrosiers, Ismail Ben Ayed
2020	J	`jnl`	Two-Stream Temporal Convolutional Networks for Skeleton-Based Human Action Recognition. J. Comput. Sci. Technol. Jin-Gong Jia, Yuanfeng Zhou, Xing-Wei Hao, Feng Li, Christian Desrosiers, Cai-ming Zhang
2019	—	`conf`	A Large-scale and Extensible Platform for Precision Medicine Research. PDH Fodil Belghait, Alain April, Pavel Hamet, Johanne Tremblay, Christian Desrosiers
2019	—	`conf`	Adaptive Graph Convolution Pooling for Brain Surface Analysis. IPMI Karthik Gopinath, Christian Desrosiers, Herve Lombaert
2019	J	`jnl`	Adversarial normalization for multi domain image segmentation. CoRR Pierre-Luc Delisle, Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert
2019	—	`conf`	Analyzing Brain Morphology on the Bag-of-Features Manifold. IPMI Laurent Chauvin, Kuldeep Kumar, Christian Desrosiers, Jacques A. de Guise, William M. Wells III, Matthew Toews
2019	J	`jnl`	Benchmark on Automatic Six-Month-Old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge. IEEE Trans. Medical Imaging Li Wang, Dong Nie, Guannan Li, Élodie Puybareau, Jose Dolz, Qian Zhang, Fan Wang, Jing Xia, Zhengwang Wu, Jiawei Chen, Kim-Han Thung, Toan Duc Bui, Jitae Shin, Guodong Zeng, Guoyan Zheng, Vladimir S. Fonov, Andrew Doyle, Yongchao Xu, Pim Moeskops, Josien P. W. Pluim, Christian Desrosiers, Ismail Ben Ayed, Gerard Sanroma, Oualid M. Benkarim, Adrià Casamitjana, Verónica Vilaplana, Weili Lin, Gang Li, Dinggang Shen
2019	J	`jnl`	Boosting Image Recognition with Non-differentiable Constraints. CoRR Xuan Li, Yuchen Lu, Peng Xu, Jizong Peng, Christian Desrosiers, Xue Liu
2019	—	`conf`	Boundary loss for highly unbalanced segmentation. MIDL Hoel Kervadec, Jihene Bouchtiba, Christian Desrosiers, Eric Granger, Jose Dolz, Ismail Ben Ayed
2019	J	`jnl`	Deep Co-Training for Semi-Supervised Image Segmentation. CoRR Jizong Peng, Guillermo Estrada, Marco Pedersoli, Christian Desrosiers
2019	J	`jnl`	Deep Radiomic Analysis Based on Modeling Information Flow in Convolutional Neural Networks. IEEE Access Ahmad Chaddad, Matthew Toews, Christian Desrosiers, Tamim Niazi
2019	—	`conf`	Deep Radiomic Features from MRI Scans Predict Survival Outcome of Recurrent Glioblastoma. RNO-AI@MICCAI Ahmad Chaddad, Mingli Zhang, Christian Desrosiers, Tamim Niazi
2019	J	`jnl`	Deep radiomic features from MRI scans predict survival outcome of recurrent glioblastoma. CoRR Ahmad Chaddad, Saima Rathore, Mingli Zhang, Christian Desrosiers, Tamim Niazi
2019	J	`jnl`	Discretely-constrained deep network for weakly supervised segmentation. CoRR Jizong Peng, Hoel Kervadec, Jose Dolz, Ismail Ben Ayed, Marco Pedersoli, Christian Desrosiers
2019	J	`jnl`	Graph Convolutions on Spectral Embeddings for Cortical Surface Parcellation. Medical Image Anal. Karthik Gopinath, Christian Desrosiers, Herve Lombaert
2019	J	`jnl`	High-quality Image Restoration Using Low-Rank Patch Regularization and Global Structure Sparsity. IEEE Trans. Image Process. Mingli Zhang, Christian Desrosiers
2019	J	`jnl`	HyperDense-Net: A Hyper-Densely Connected CNN for Multi-Modal Image Segmentation. IEEE Trans. Medical Imaging Jose Dolz, Karthik Gopinath, Jing Yuan, Herve Lombaert, Christian Desrosiers, Ismail Ben Ayed
2019	J	`jnl`	Information based Deep Clustering: An experimental study. CoRR Jizong Peng, Christian Desrosiers, Marco Pedersoli
2019	J	`jnl`	Learnable Pooling in Graph Convolution Networks for Brain Surface Analysis. CoRR Karthik Gopinath, Christian Desrosiers, Herve Lombaert
2019	J	`jnl`	Log-barrier constrained CNNs. CoRR Hoel Kervadec, Jose Dolz, Jing Yuan, Christian Desrosiers, Eric Granger, Ismail Ben Ayed
2019	J	`jnl`	Novel Radiomic Features Based on Joint Intensity Matrices for Predicting Glioblastoma Patient Survival Time. IEEE J. Biomed. Health Informatics Ahmad Chaddad, Paul Daniel, Christian Desrosiers, Matthew Toews, Bassam Abdulkarim
2019	J	`jnl`	Predicting the Gene Status and Survival Outcome of Lower Grade Glioma Patients With Multimodal MRI Features. IEEE Access Ahmad Chaddad, Christian Desrosiers, Bassam Abdulkarim, Tamim Niazi
2019	J	`jnl`	Privacy-Net: An Adversarial Approach For Identity-obfuscated Segmentation. CoRR Bach Ngoc Kim, Christian Desrosiers, Jose Dolz, Pierre-Marc Jodoin
2019	J	`jnl`	Revisiting CycleGAN for semi-supervised segmentation. CoRR Arnab Kumar Mondal, Aniket Agarwal, Jose Dolz, Christian Desrosiers
2019	J	`jnl`	Spectral Graph Transformer Networks for Brain Surface Parcellation. CoRR Ran He, Karthik Gopinath, Christian Desrosiers, Herve Lombaert
2019	J	`jnl`	White matter fiber analysis using kernel dictionary learning and sparsity priors. Pattern Recognit. Kuldeep Kumar, Kaleem Siddiqi, Christian Desrosiers
2019	J	`jnl`	Word spotting and recognition via a joint deep embedding of image and text. Pattern Recognit. Mohamed Mhiri, Christian Desrosiers, Mohamed Cheriet
2018	J	`jnl`	3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study. NeuroImage Jose Dolz, Christian Desrosiers, Ismail Ben Ayed
2018	J	`jnl`	Atlas-based reconstruction of high performance brain MR data. Pattern Recognit. Mingli Zhang, Christian Desrosiers, Caiming Zhang
2018	J	`jnl`	Boundary loss for highly unbalanced segmentation. CoRR Hoel Kervadec, Jihene Bouchtiba, Christian Desrosiers, Eric Granger, Jose Dolz, Ismail Ben Ayed
2018	—	`conf`	Brain Status Prediction with Non-negative Projective Dictionary Learning. MLMI@MICCAI Mingli Zhang, Christian Desrosiers, Yuhong Guo, Caiming Zhang, Budhachandra S. Khundrakpam, Alan C. Evans
2018	J	`jnl`	Comparing fully automated state-of-the-art cerebellum parcellation from magnetic resonance images. NeuroImage Aaron Carass, Jennifer L. Cuzzocreo, Shuo Han, Carlos R. Hernandez-Castillo, Paul E. Rasser, Melanie Ganz, Vincent Beliveau, Jose Dolz, Ismail Ben Ayed, Christian Desrosiers, Benjamin Thyreau, José E. Romero, Pierrick Coupé, José V. Manjón, Vladimir S. Fonov, D. Louis Collins, Sarah H. Ying, Chiadi U. Onyike, Jerry L. Prince
2018	J	`jnl`	Convolutional pyramid of bidirectional character sequences for the recognition of handwritten words. Pattern Recognit. Lett. Mohamed Mhiri, Christian Desrosiers, Mohamed Cheriet
2018	J	`jnl`	Cost-Based Search Ordering for Rate-Constrained Motion Estimation Applied to HEVC. IEEE Trans. Broadcast. Luc Trudeau, Stéphane Coulombe, Christian Desrosiers
2018	J	`jnl`	Deep Radiomic Analysis of MRI Related to Alzheimer's Disease. IEEE Access Ahmad Chaddad, Christian Desrosiers, Tamim Niazi
2018	—	`conf`	Dense Multi-path U-Net for Ischemic Stroke Lesion Segmentation in Multiple Image Modalities. BrainLes@MICCAI (1) Jose Dolz, Ismail Ben Ayed, Christian Desrosiers
2018	J	`jnl`	Dense Multi-path U-Net for Ischemic Stroke Lesion Segmentation in Multiple Image Modalities. CoRR Jose Dolz, Ismail Ben Ayed, Christian Desrosiers
2018	J	`jnl`	Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning. CoRR Arnab Kumar Mondal, Jose Dolz, Christian Desrosiers
2018	J	`jnl`	Graph Convolutions on Spectral Embeddings: Learning of Cortical Surface Data. CoRR Karthik Gopinath, Christian Desrosiers, Herve Lombaert
2018	J	`jnl`	Hierarchical representation learning using spherical k-means for segmentation-free word spotting. Pattern Recognit. Lett. Mohamed Mhiri, Sherif Abuelwafa, Christian Desrosiers, Mohamed Cheriet
2018	J	`jnl`	HyperDense-Net: A hyper-densely connected CNN for multi-modal image segmentation. CoRR Jose Dolz, Karthik Gopinath, Jing Yuan, Herve Lombaert, Christian Desrosiers, Ismail Ben Ayed
2018	—	`conf`	IVD-Net: Intervertebral Disc Localization and Segmentation in MRI with a Multi-modal UNet. CSI@MICCAI Jose Dolz, Christian Desrosiers, Ismail Ben Ayed
2018	J	`jnl`	IVD-Net: Intervertebral disc localization and segmentation in MRI with a multi-modal UNet. CoRR Jose Dolz, Christian Desrosiers, Ismail Ben Ayed
2018	—	`conf`	Isointense infant brain segmentation with a hyper-dense connected convolutional neural network. ISBI Jose Dolz, Ismail Ben Ayed, Jing Yuan, Christian Desrosiers
2018	J	`jnl`	Multi-modal brain fingerprinting: A manifold approximation based framework. NeuroImage Kuldeep Kumar, Matthew Toews, Laurent Chauvin, Olivier Colliot, Christian Desrosiers
2018	J	`jnl`	Multi-region segmentation of bladder cancer structures in MRI with progressive dilated convolutional networks. CoRR Jose Dolz, Xiaopan Xu, Jérôme Rony, Jing Yuan, Yang Liu, Eric Granger, Christian Desrosiers, Xi Zhang, Ismail Ben Ayed, Hongbing Lu
2018	J	`jnl`	Structure preserving image denoising based on low-rank reconstruction and gradient histograms. Comput. Vis. Image Underst. Mingli Zhang, Christian Desrosiers
2018	J	`jnl`	White matter fiber analysis using kernel dictionary learning and sparsity priors. CoRR Kuldeep Kumar, Kaleem Siddiqi, Christian Desrosiers
2017	J	`jnl`	A 3D fully convolutional neural network and a random walker to segment the esophagus in CT. CoRR Tobias Fechter, Sonja Adebahr, Dimos Baltas, Ismail Ben Ayed, Christian Desrosiers, Jose Dolz
2017	J	`jnl`	Automatic evaluation of vessel diameter variation from 2D X-ray angiography. Int. J. Comput. Assist. Radiol. Surg. Faten M'hiri, Luc Duong, Christian Desrosiers, Nagib Dahdah, Joaquim Miró, Mohamed Cheriet
2017	A*	`conf`	DOPE: Distributed Optimization for Pairwise Energies. CVPR Jose Dolz, Ismail Ben Ayed, Christian Desrosiers
2017	J	`jnl`	DOPE: Distributed Optimization for Pairwise Energies. CoRR Jose Dolz, Ismail Ben Ayed, Christian Desrosiers
2017	J	`jnl`	Deep CNN ensembles and suggestive annotations for infant brain MRI segmentation. CoRR Jose Dolz, Christian Desrosiers, Li Wang, Jing Yuan, Dinggang Shen, Ismail Ben Ayed
2017	Misc	`conf`	Effective compressive sensing via reweighted total variation and weighted nuclear norm regularization. ICASSP Mingli Zhang, Christian Desrosiers, Caiming Zhang
2017	J	`jnl`	Fiberprint: A subject fingerprint based on sparse code pooling for white matter fiber analysis. NeuroImage Kuldeep Kumar, Christian Desrosiers, Kaleem Siddiqi, Olivier Colliot, Matthew Toews
2017	—	`conf`	Footnote-based document image classification using 1D convolutional neural networks and histograms. IPTA Mohamed Mhiri, Sherif Abuelwafa, Christian Desrosiers, Mohamed Cheriet
2017	J	`jnl`	HyperDense-Net: A hyper-densely connected CNN for multi-modal image semantic segmentation. CoRR Jose Dolz, Ismail Ben Ayed, Jing Yuan, Christian Desrosiers
2017	B	`conf`	Image completion with global structure and weighted nuclear norm regularization. IJCNN Mingli Zhang, Christian Desrosiers
2017	J	`jnl`	Image denoising based on sparse representation and gradient histogram. IET Image Process. Mingli Zhang, Christian Desrosiers
2017	J	`jnl`	Modeling Information Flow Through Deep Neural Networks. CoRR Ahmad Chaddad, Behnaz Naisiri, Marco Pedersoli, Eric Granger, Christian Desrosiers, Matthew Toews
2017	J	`jnl`	Multi-modal analysis of genetically-related subjects using SIFT descriptors in brain MRI. CoRR Kuldeep Kumar, Laurent Chauvin, Matthew Toews, Olivier Colliot, Christian Desrosiers
2017	B	`conf`	Query-by-example word spotting using multiscale features and classification in the space of representation differences. ICIP Mohamed Mhiri, Mohamed Cheriet, Christian Desrosiers
2017	—	`conf`	Unbiased Shape Compactness for Segmentation. MICCAI (1) Jose Dolz, Ismail Ben Ayed, Christian Desrosiers
2017	J	`jnl`	Unbiased Shape Compactness for Segmentation. CoRR Jose Dolz, Ismail Ben Ayed, Christian Desrosiers
2017	J	`jnl`	Wearable Devices for Classification of Inadequate Posture at Work Using Neural Networks. Sensors Eya Barkallah, Johan Freulard, Martin J.-D. Otis, Suzy Ngomo, Johannes C. Ayena, Christian Desrosiers
2017	—	`conf`	White Matter Fiber Segmentation Using Functional Varifolds. GRAIL/MFCA/MICGen@MICCAI Kuldeep Kumar, Pietro Gori, Benjamin Charlier, Stanley Durrleman, Olivier Colliot, Christian Desrosiers
2017	J	`jnl`	White Matter Fiber Segmentation Using Functional Varifolds. CoRR Kuldeep Kumar, Pietro Gori, Benjamin Charlier, Stanley Durrleman, Olivier Colliot, Christian Desrosiers
2016	J	`jnl`	3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study. CoRR Jose Dolz, Christian Desrosiers, Ismail Ben Ayed
2016	J	`jnl`	A graph-based approach for spatio-temporal segmentation of coronary arteries in X-ray angiographic sequences. Comput. Biol. Medicine Faten M'hiri, Luc Duong, Christian Desrosiers, Mohamed Leye, Joaquim Miró, Mohamed Cheriet
2016	—	`conf`	A sparse coding approach for the efficient representation and segmentation of white matter fibers. ISBI Kuldeep Kumar, Christian Desrosiers
2016	B	`conf`	A weighted total variation approach for the atlas-based reconstruction of brain MR data. ICIP Mingli Zhang, Kuldeep Kumar, Christian Desrosiers
2016	B	`conf`	GBM heterogeneity characterization by radiomic analysis of phenotype anatomical planes. Image Processing Ahmad Chaddad, Christian Desrosiers, Matthew Toews
2016	B	`conf`	LRI: A low rank approach to non-local sparse representation for image interpolation. IJCNN Mingli Zhang, Qiang Qu, Sadegh Nobari, Christian Desrosiers
2016	—	`conf`	Local discriminative characterization of MRI for Alzheimer's disease. ISBI Ahmad Chaddad, Christian Desrosiers, Matthew Toews
2016	Misc	`conf`	Medical image super-resolution with non-local embedding sparse representation and improved IBP. ICASSP Mingli Zhang, Christian Desrosiers, Qiang Qu, Fenghua Guo, Caiming Zhang
2016	B	`conf`	Multispectral texture analysis of histopathological abnormalities in colorectal tissues. ICIP Ahmad Chaddad, Christian Desrosiers, Lama Hassan, Matthew Toews
2016	—	`conf`	Phenotypic characterization of glioblastoma identified through shape descriptors. Computer-Aided Diagnosis Ahmad Chaddad, Christian Desrosiers, Matthew Toews
2016	—	`conf`	Radiomic analysis of multi-contrast brain MRI for the prediction of survival in patients with glioblastoma multiforme. EMBC Ahmad Chaddad, Christian Desrosiers, Matthew Toews
2016	C	`conf`	Robust MRI reconstruction via re-weighted total variation and non-local sparse regression. MMSP Mingli Zhang, Christian Desrosiers
2016	B	`conf`	Spatially constrained sparse regression for the data-driven discovery of Neuroimaging biomarkers. ICPR Kuldeep Kumar, Christian Desrosiers, Ahmad Chaddad, Matthew Toews
2016	B	`conf`	Sub-partition reuse for fast optimal motion estimation in HEVC successive elimination algorithms. ICIP Luc Trudeau, Stéphane Coulombe, Christian Desrosiers
2015	—	`ch.`	A Comprehensive Survey of Neighborhood-Based Recommendation Methods. Recommender Systems Handbook Xia Ning, Christian Desrosiers, George Karypis
2015	B	`conf`	A sparse coding method for semi-supervised segmentation with multi-class histogram constraints. ICIP Stefan Karnyaczki, Christian Desrosiers
2015	B	`conf`	An adaptive search ordering for rate-constrained successive elimination algorithms. ICIP Luc Trudeau, Stéphane Coulombe, Christian Desrosiers
2015	—	`conf`	Brain Fiber Clustering Using Non-negative Kernelized Matching Pursuit. MLMI Kuldeep Kumar, Christian Desrosiers, Kaleem Siddiqi
2015	—	`conf`	Contextual Anomaly Detection Using Log-Linear Tensor Factorization. PAKDD (2) Alpa Jayesh Shah, Christian Desrosiers, Robert Sabourin
2015	B	`conf`	Effective document image deblurring via gradient histogram preservation. ICIP Mingli Zhang, Christian Desrosiers, Caiming Zhang, Mohamed Cheriet
2015	B	`conf`	Hierarchical segmentation and tracking of coronary arteries in 2D X-ray Angiography sequences. ICIP Faten M'hiri, T. Hoang Ngan Le, Luc Duong, Christian Desrosiers, Mohamed Cheriet
2015	B	`conf`	The Layered Architecture Recovery as a Quadratic Assignment Problem. ECSA Alvine Boaye Belle, Ghizlane El-Boussaidi, Christian Desrosiers, Segla Kpodjedo, Hafedh Mili
2015	B	`conf`	Unsupervised segmentation using dynamic superpixel random walks. ICIP Christian Desrosiers
2014	B	`conf`	A Fast and Adaptive Random Walks Approach for the Unsupervised Segmentation of Natural Images. ICPR Christian Desrosiers
2014	—	`conf`	An unsupervised random walk approach for the segmentation of brain MRI. ISBI Christian Desrosiers
2014	J	`jnl`	Automated generation of conjectures on forbidden subgraph characterization. Discret. Appl. Math. Christian Desrosiers, Philippe Galinier, Pierre Hansen, Alain Hertz
2014	B	`conf`	Rate distortion-based motion estimation search ordering for rate-constrained successive elimination algorithms. ICIP Luc Trudeau, Stéphane Coulombe, Christian Desrosiers
2013	C	`conf`	The Layered Architecture revisited: Is it an Optimization Problem? SEKE Alvine Boaye Belle, Ghizlane El-Boussaidi, Christian Desrosiers, Hafedh Mili
2013	—	`conf`	Vesselwalker: Coronary arteries segmentation using random walks and hessian-based vesselness filter. ISBI Faten M'hiri, Luc Duong, Christian Desrosiers, Mohamed Cheriet
2012	B	`conf`	A random walk approach for multiatlas-based segmentation. ICPR Jean-Philippe Morin, Christian Desrosiers, Luc Duong
2012	—	`conf`	Atlas-based segmentation of brain magnetic resonance imaging using random walks. CVPR Workshops Jean-Philippe Morin, Christian Desrosiers, Luc Duong
2012	—	`conf`	Combining Laplacian eigenmaps and vesselness filters for vessel segmentation in X-ray angiography. CVPR Workshops Faten M'hiri, Luc Duong, Christian Desrosiers
2012	B	`conf`	Image segmentation using random-walks on the histogram. Image Processing Jean-Philippe Morin, Christian Desrosiers, Luc Duong
2012	—	`conf`	Stochastic 3D Motion Compensation of Coronary Arteries from Monoplane Angiograms. MICCAI (1) Jonathan Hadida, Christian Desrosiers, Luc Duong
2011	—	`ch.`	A Comprehensive Survey of Neighborhood-based Recommendation Methods. Recommender Systems Handbook Christian Desrosiers, George Karypis
2011	J	`jnl`	Improving constrained pattern mining with first-fail-based heuristics. Data Min. Knowl. Discov. Christian Desrosiers, Philippe Galinier, Alain Hertz, Pierre Hansen
2011	—	`conf`	Intensity-based hierarchical clustering in CT-scans: application to interactive segmentation in cardiology. Image-Guided Procedures Jonathan Hadida, Christian Desrosiers, Luc Duong
2010	B	`conf`	A Novel Approach to Compute Similarities and Its Application to Item Recommendation. PRICAI Christian Desrosiers, George Karypis
2010	—	`conf`	Enhancing link-based similarity through the use of non-numerical labels and prior information. MLG@KDD Christian Desrosiers, George Karypis
2009	—	`conf`	Mining Graphs to Discover New Theorems in Mathematics. MLG/SRL@ILP Christian Desrosiers, Alain Hertz, Philippe Galinier, Pierre Hansen
2009	J	`jnl`	Using heuristics to find minimal unsatisfiable subformulas in satisfiability problems. J. Comb. Optim. Christian Desrosiers, Philippe Galinier, Alain Hertz, Sandrine Paroz
2009	—	`conf`	Within-Network Classification Using Local Structure Similarity. ECML/PKDD (1) Christian Desrosiers, George Karypis
2009	—	`conf`	Within-network Classification Using Local Structure Similarity. MLG/SRL@ILP Christian Desrosiers, George Karypis
2008	J	`jnl`	Efficient algorithms for finding critical subgraphs. Discret. Appl. Math. Christian Desrosiers, Philippe Galinier, Alain Hertz
2007	—	`conf`	Improving Frequent Subgraph Mining in the Presence of Symmetry. MLG Christian Desrosiers, Philippe Galinier, Pierre Hansen, Alain Hertz