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continual learning

1164 papers

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Also known as

CL

Co-occurring keywords

catastrophic forgetting (939) knowledge distillation (3680) representation learning (6174) domain adaptation (4578) class-incremental learning (154) incremental learning (278) neural network (6616) transfer learning (5442) few-shot learning (3390) online learning (1770)

Papers

Exploring Example Influence in Continual Learning NIPS 2022
Grow and Merge: A Unified Framework for Continuous Categories Discovery NIPS 2022
CLiMB: A Continual Learning Benchmark for Vision-and-Language Tasks NIPS 2022
Remember the Past: Distilling Datasets into Addressable Memories for Neural Networks NIPS 2022
Exact learning dynamics of deep linear networks with prior knowledge NIPS 2022
Continual Learning with Evolving Class Ontologies NIPS 2022
Mining Unseen Classes via Regional Objectness: A Simple Baseline for Incremental Segmentation NIPS 2022
Lifelong Neural Predictive Coding: Learning Cumulatively Online without Forgetting NIPS 2022
Retaining Knowledge for Learning with Dynamic Definition NIPS 2022
Memory Efficient Continual Learning with Transformers NIPS 2022
Prompt Augmented Generative Replay via Supervised Contrastive Learning for Lifelong Intent Detection NAACL 2022
Operative dimensions in unconstrained connectivity of recurrent neural networks NIPS 2022
Disentangling Transfer in Continual Reinforcement Learning NIPS 2022
BOME! Bilevel Optimization Made Easy: A Simple First-Order Approach NIPS 2022
NOTE: Robust Continual Test-time Adaptation Against Temporal Correlation NIPS 2022
How Relevant is Selective Memory Population in Lifelong Language Learning? AACL 2022
Continual Learning for Natural Language Generations with Transformer Calibration CONLL 2022
You Only Look at One: Category-Level Object Representations for Pose Estimation From a Single Example CORL 2022
How catastrophic can catastrophic forgetting be in linear regression? COLT 2022
Unifying Importance Based Regularisation Methods for Continual Learning AISTATS 2022
Provable Lifelong Learning of Representations AISTATS 2022
Knowledge Capture and Replay for Continual Learning WACV 2022
Multi-Domain Incremental Learning for Semantic Segmentation WACV 2022
Rethinking Video Anomaly Detection - A Continual Learning Approach WACV 2022
Online Continual Learning via Candidates Voting WACV 2022