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catastrophic forgetting

939 papers

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Also known as

CF

Co-occurring keywords

continual learning (1164) knowledge distillation (3680) class-incremental learning (154) incremental learning (278) domain adaptation (4578) representation learning (6174) lifelong learning (142) few-shot learning (3390) transfer learning (5442) large language model (12755)

Papers

Flattening Sharpness for Dynamic Gradient Projection Memory Benefits Continual Learning NIPS 2021
Gradient-based Editing of Memory Examples for Online Task-free Continual Learning NIPS 2021
Overcoming Catastrophic Forgetting in Incremental Few-Shot Learning by Finding Flat Minima NIPS 2021
AFEC: Active Forgetting of Negative Transfer in Continual Learning NIPS 2021
Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning NIPS 2021
Variational Continual Bayesian Meta-Learning NIPS 2021
Continual Learning via Local Module Composition NIPS 2021
Continual World: A Robotic Benchmark For Continual Reinforcement Learning NIPS 2021
BooVAE: Boosting Approach for Continual Learning of VAE NIPS 2021
Powerpropagation: A sparsity inducing weight reparameterisation NIPS 2021
How Should Pre-Trained Language Models Be Fine-Tuned Towards Adversarial Robustness? NIPS 2021
SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning NIPS 2021
Gated Linear Networks AAAI 2021
Asynchronous Teacher Guided Bit-wise Hard Mining for Online Hashing AAAI 2021
Improving the Quality Trade-Off for Neural Machine Translation Multi-Domain Adaptation EMNLP 2021
Rethinking Data Augmentation for Low-Resource Neural Machine Translation: A Multi-Task Learning Approach EMNLP 2021
Cross-Attention is All You Need: Adapting Pretrained Transformers for Machine Translation EMNLP 2021
MultiEURLEX - A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer EMNLP 2021
BNS: Building Network Structures Dynamically for Continual Learning NIPS 2021
Generative vs. Discriminative: Rethinking The Meta-Continual Learning NIPS 2021
Class-Incremental Learning via Dual Augmentation NIPS 2021
Few-Shot Lifelong Learning AAAI 2021
Do Not Forget to Attend to Uncertainty While Mitigating Catastrophic Forgetting WACV 2021
InfoMax-GAN: Improved Adversarial Image Generation via Information Maximization and Contrastive Learning WACV 2021
Can Selfless Learning Improve Accuracy of a Single Classification Task? WACV 2021