aiBACKGROUND
Hidden Failure Modes of Gradient Modification under Adam in Continual Learning,
BACKGROUND
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How the story developed
28 Apr
Hidden Failure Modes of Gradient Modification under Adam in Continual Learning, and Adaptive Decoupled Moment Routing as a Repair
REPORT · WHAT · ArXiv CS.AI
6.2
Other feeds and industry voices
17 Oct
Functional Subnetwork Localization for Efficient Continual Learning in Large Language Models
arXiv:2610.21537v1 Announce Type: new Abstract: Biological intelligence continually adapts to new information while retaining prior skills through localized plasticity. In
REPORT · WHAT · ArXiv CS.AIOPEN STORY
20 Mar
Elastic Weight Consolidation Done Right for Continual Learning
arXiv:2603.18596v1 Announce Type: cross Abstract: Weight regularization methods in continual learning (CL) alleviate catastrophic forgetting by assessing and penalizing changes to
REPORT · WHAT · ArXiv CS.AIOPEN STORY
12 May
Auto-Rubric as Reward: From Implicit Preferences to Explicit Multimodal Generative Criteria
arXiv:2605.08354v1 Announce Type: new Abstract: Aligning multimodal generative models with human preferences demands reward signals that respect the compositional,
REPORT · WHAT · ArXiv CS.AIOPEN STORY
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