#Continual Learning
Latest news articles tagged with "Continual Learning". Follow the timeline of events, related topics, and entities.
Articles (4)
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🇺🇸 Continual learning and refinement of causal models through dynamic predicate invention
[USA]
arXiv:2602.17217v1 Announce Type: new Abstract: Efficiently navigating complex environments requires agents to internalize the underlying logic of their world, yet standard world modelling methods of...
Related: #Artificial Intelligence, #Causal Modeling, #Symbolic Reasoning, #Dynamic Predicate Invention -
🇺🇸 Continual uncertainty learning
[USA]
arXiv:2602.17174v1 Announce Type: cross Abstract: Robust control of mechanical systems with multiple uncertainties remains a fundamental challenge, particularly when nonlinear dynamics and operating-...
Related: #Machine Learning, #Robust Control, #Deep Reinforcement Learning, #Simulation‑to‑Real Transfer -
🇺🇸 Forget Forgetting: Continual Learning in a World of Abundant Memory
[USA]
arXiv:2502.07274v5 Announce Type: replace-cross Abstract: Continual learning (CL) has traditionally focused on minimizing exemplar memory, a constraint often misaligned with modern systems where GPU ...
Related: #Memory Constraints, #GPU Time Bottleneck, #Paradigm Shift in ML Research, #Practical System Design -
🇺🇸 Task-Agnostic Continual Learning for Chest Radiograph Classification
[USA]
arXiv:2602.15811v1 Announce Type: cross Abstract: Clinical deployment of chest radiograph classifiers requires models that can be updated as new datasets become available without retraining on previo...
Related: #Artificial Intelligence in Healthcare, #Medical Imaging, #Chest X‑ray Diagnosis, #Model Deployment and Updating