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InTAct: Interval-based Task Activation Consolidation for Continual Learning
InTAct prevents catastrophic forgetting via neuron-level activation interval constraints providing functional invariance guarantees with greater efficiency than weight-space methods.
Sydney Poster Session 6, Thu, Dec 10, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026
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AI panel: 9 of 20 reviewers recommend it
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