conftrace_

weight regularization

12 papers

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Co-occurring keywords

continual learning (1181) catastrophic forgetting (958) neural network (6616) online learning (1777) regularization phase (1) bin regularization (1) life-long learning (4) experience rehearsal (1) margin training (1) confidence weighting (7)

Papers

Online-LoRA: Task-Free Online Continual Learning via Low Rank Adaptation WACV 2025
Disentangling and mitigating the impact of task similarity for continual learning NIPS 2024
TriRE: A Multi-Mechanism Learning Paradigm for Continual Knowledge Retention and Promotion NIPS 2023
Backforward Propagation (Student Abstract) AAAI 2023
Batch Model Consolidation: A Multi-Task Model Consolidation Framework CVPR 2023
Improving Low-Precision Network Quantization via Bin Regularization ICCV 2021
Natural continual learning: success is a journey, not (just) a destination NIPS 2021
Continual Deep Learning by Functional Regularisation of Memorable Past NIPS 2020
Improving generalization by controlling label-noise information in neural network weights ICML 2020
Self-Orthogonality Module: A Network Architecture Plug-in for Learning Orthogonal Filters WACV 2020
Regularization of Neural Networks using DropConnect ICML 2013
Adaptive Regularization of Weight Vectors NIPS 2009