Abstract: Catastrophic forgetting is the crucial challenge for continual learning. One of the state-of-the-art approaches is the orthogonal projection, which aims to learn each task by updating model ...
description [ICLR 2026 (Oral)][Optimization][Hard-constrained neural networks] The Πnet architecture is proposed to guarantee strict satisfaction of convex constraints by attaching an orthogonal ...
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