Learning While Forgetting: Sparse Adapter Consolidation for Memory-Bounded Continual Learning

Published in Under review at International Conference on Learning Representations (ICLR), 2027, 2026

Recommended citation: D. An, D. Ye, J. Xu, C. Cheng, Y. Wei, K. Zhang, V. M. Patel, T. D. Tran. "Learning While Forgetting: Sparse Adapter Consolidation for Memory-Bounded Continual Learning." Under review at ICLR 2027.