Anirban Mukhopadhyay

16 papers · 2021–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+2 more ↓

🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (24) 🌍 Conference Polyglot · Bronze 🗃️ Keyword Collector (59) 🚀 Conference Pioneer

⚡ Prolific Year · Productive 💎 Century Club · Bronze

Venues

MIDL (6) MICCAI (5) WACV (5)

Top co-authors

Moritz Fuchs (6) Camila Gonzalez (4) Amin Ranem (4) Jonathan Stieber (3) Ahmed E. Othman (3) John Kalkhof (2) Mirko Konstantin (2) Nils F. Grauhan (2) Antoine P. Sanner (2) Yannik Frisch (2)

Research topics

Machine Learning (9) Computer Vision (6) Deep Learning (6) Learning Types (6) Healthcare & Medicine (5) Clinical (5) Domain-Specific (5) Artificial Intelligence (4) Application Areas (4) Core AI (4) Analysis (3) Models (3) Architectures (2) Optimization & Theory (2) Knowledge & Reasoning (1)

Keywords

continual learning (3) federated learning (3) image segmentation (2) uncertainty estimation (2) medical imaging (2) prostate mri (2) semantic segmentation (2) uncertainty quantification (2) medical image segmentation (2) variational inference (1) self-supervised learning (1) prototype learning (1) domain generalization (1) data augmentation (1) generative augmentation (1) epistemic uncertainty (1) scene graph (1) scene graph generation (1) distributed learning (1) anomaly detection (1)

Papers

Equitable Federated Learning with NCA MICCAI 2025 Federated-Continual Dynamic Segmentation of Histopathology Guided by Barlow Continuity WACV 2025 Federated Voxel Scene Graph for Intracranial Hemorrhage WACV 2025 GAUDA: Generative Adaptive Uncertainty-Guided Diffusion-Based Augmentation for Surgical Segmentation WACV 2025 NCAdapt: Dynamic Adaptation with Domain-Specific Neural Cellular Automata for Continual Hippocampus Segmentation WACV 2025 SG2VID: Scene Graphs Enable Fine-Grained Control for Video Synthesis MICCAI 2025 ASMR: Angular Support for Malfunctioning Client Resilience in Federated Learning MIDL 2024 Continual Atlas-Based Segmentation of Prostate MRI WACV 2024 Cryotrack: Planning and Navigation for Computer Assisted Cryoablation MICCAI 2024 HARP: Unsupervised Histopathology Artifact Restoration MIDL 2024 UnCLe SAM: Unleashing SAM’s Potential for Continual Prostate MRI Segmentation MIDL 2024 Unsupervised Training of Neural Cellular Automata on Edge Devices MICCAI 2024 Voxel Scene Graph for Intracranial Hemorrhage MICCAI 2024 i3Deep: Efficient 3D interactive segmentation with the nnU-Net MIDL 2022 Practical uncertainty quantification for brain tumor segmentation MIDL 2022 Self-supervised Out-of-distribution Detection for Cardiac CMR Segmentation MIDL 2021