Michael A. Jacobs
4 papers · 2020–2025 · 1 conference · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
MIDL (4)
Top co-authors
Keywords
federated learning
(1)
deep reinforcement learning
(1)
catastrophic forgetting
(1)
multi-label classification
(1)
multitask learning
(1)
privacy-preserving learning
(1)
magnetic resonance imaging
(1)
experience replay
(1)
brain tumor segmentation
(1)
landmark localization
(1)
class-heterogeneous learning
(1)
modality invariant
(1)
anatomical landmark
(1)
lifelong deep reinforcement learning
(1)
coreset compression
(1)
report labeling
(1)
Papers
Federated Class-Heterogeneous Report Labeling with Surgical Aggregation
MIDL 2025
Towards a Collective Medical Imaging AI: Enabling Continual Learning from Peers
MIDL 2024
Selective experience replay compression using coresets for lifelong deep reinforcement learning in medical imaging
MIDL 2023
Multitask radiological modality invariant landmark localization using deep reinforcement learning
MIDL 2020