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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

PCR: Proxy-Based Contrastive Replay for Online Class-Incremental Continual Learning CVPR 2023
COOM: A Game Benchmark for Continual Reinforcement Learning NIPS 2023
One-Shot Replay: Boosting Incremental Object Detection via Retrospecting One Object AAAI 2023
Lifelong Person Re-identification via Knowledge Refreshing and Consolidation AAAI 2023
Sparse Coding in a Dual Memory System for Lifelong Learning AAAI 2023
Isolation and Impartial Aggregation: A Paradigm of Incremental Learning without Interference AAAI 2023
MetaZSCIL: A Meta-Learning Approach for Generalized Zero-Shot Class Incremental Learning AAAI 2023
RanPAC: Random Projections and Pre-trained Models for Continual Learning NIPS 2023
Effective Continual Learning for Text Classification with Lightweight Snapshots AAAI 2023
Balanced Meta Learning and Diverse Sampling for Lifelong Task-Oriented Dialogue Systems AAAI 2023
A Neural Span-Based Continual Named Entity Recognition Model AAAI 2023
FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning NIPS 2023
Generative Replay Inspired by Hippocampal Memory Indexing for Continual Language Learning EACL 2023
On the Convergence of Continual Learning with Adaptive Methods UAI 2023
Masked Autoencoders are Efficient Class Incremental Learners ICCV 2023
Learning to Modulate pre-trained Models in RL NIPS 2023
Continual Learning with Scaled Gradient Projection AAAI 2023
Class Incremental Learning for Task-Oriented Dialogue System with Contrastive Distillation on Internal Representations (Student Abstract) AAAI 2023
Theory on Forgetting and Generalization of Continual Learning ICML 2023
Parameter-Level Soft-Masking for Continual Learning ICML 2023
Towards Robust Graph Incremental Learning on Evolving Graphs ICML 2023
Continual Detection Transformer for Incremental Object Detection CVPR 2023
DualHSIC: HSIC-Bottleneck and Alignment for Continual Learning ICML 2023
Dual-Memory Multi-Modal Learning for Continual Spoken Keyword Spotting with Confidence Selection and Diversity Enhancement INTERSPEECH 2023
Knowledge Transfer in Incremental Learning for Multilingual Neural Machine Translation ACL 2023