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Continual Learning

557 directly classified papers

Papers per year

Papers

Continual Learning in the Teacher-Student Setup: Impact of Task Similarity ICML 2021
Adaptive Aggregation Networks for Class-Incremental Learning CVPR 2021
Incremental Learning via Rate Reduction CVPR 2021
Kernel Continual Learning ICML 2021
IIRC: Incremental Implicitly-Refined Classification CVPR 2021
Meta Learning on a Sequence of Imbalanced Domains With Difficulty Awareness ICCV 2021
Continual Learning for Image-Based Camera Localization ICCV 2021
Sharing Less is More: Lifelong Learning in Deep Networks with Selective Layer Transfer ICML 2021
Learning to Solve NLP Tasks in an Incremental Number of Languages ACL 2021
Rational LAMOL: A Rationale-based Lifelong Learning Framework ACL 2021
Image De-Raining via Continual Learning CVPR 2021
Refining Sample Embeddings with Relation Prototypes to Enhance Continual Relation Extraction ACL 2021
KSM: Fast Multiple Task Adaption via Kernel-Wise Soft Mask Learning CVPR 2021
Hyper-LifelongGAN: Scalable Lifelong Learning for Image Conditioned Generation CVPR 2021
Visually Grounded Continual Learning of Compositional Phrases EMNLP 2020
Lifelong Learning with a Changing Action Set AAAI 2020
Learning from the Past: Continual Meta-Learning with Bayesian Graph Neural Networks AAAI 2020
Overcoming Catastrophic Forgetting by Neuron-Level Plasticity Control AAAI 2020
Generative Hybrid Representations for Activity Forecasting With No-Regret Learning CVPR 2020
Mapillary Street-Level Sequences: A Dataset for Lifelong Place Recognition CVPR 2020
Semantic Drift Compensation for Class-Incremental Learning CVPR 2020
Maintaining Discrimination and Fairness in Class Incremental Learning CVPR 2020
Mnemonics Training: Multi-Class Incremental Learning Without Forgetting CVPR 2020
Incremental Learning in Online Scenario CVPR 2020
Continual Learning in Automatic Speech Recognition INTERSPEECH 2020