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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

Improving Task-free Continual Learning by Distributionally Robust Memory Evolution ICML 2022
Continual Object Detection via Prototypical Task Correlation Guided Gating Mechanism CVPR 2022
Class-Incremental Learning With Strong Pre-Trained Models CVPR 2022
Online Continual Learning through Mutual Information Maximization ICML 2022
Representation Compensation Networks for Continual Semantic Segmentation CVPR 2022
Meta-Attention for ViT-Backed Continual Learning CVPR 2022
Energy-Based Latent Aligner for Incremental Learning CVPR 2022
Lifelong Graph Learning CVPR 2022
Class Similarity Weighted Knowledge Distillation for Continual Semantic Segmentation CVPR 2022
Fine-Tuning Image Transformers Using Learnable Memory CVPR 2022
DyTox: Transformers for Continual Learning With DYnamic TOken eXpansion CVPR 2022
GCR: Gradient Coreset Based Replay Buffer Selection for Continual Learning CVPR 2022
Constrained Few-Shot Class-Incremental Learning CVPR 2022
iSDF: Real-Time Neural Signed Distance Fields for Robot Perception RSS 2022
Learning To Prompt for Continual Learning CVPR 2022
Learn From Others and Be Yourself in Heterogeneous Federated Learning CVPR 2022
Federated Class-Incremental Learning CVPR 2022
Learning Unforgotten Domain-Invariant Representations for Online Unsupervised Domain Adaptation IJCAI 2022
A Theoretical Study on Solving Continual Learning NIPS 2022
Navigating Memory Construction by Global Pseudo-Task Simulation for Continual Learning NIPS 2022
Dataset Distillation using Neural Feature Regression NIPS 2022
SparCL: Sparse Continual Learning on the Edge NIPS 2022
Task-Free Continual Learning via Online Discrepancy Distance Learning NIPS 2022
Few-Shot Continual Active Learning by a Robot NIPS 2022
Hyperbolic Feature Augmentation via Distribution Estimation and Infinite Sampling on Manifolds NIPS 2022