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Continual Learning

1895 directly classified papers

Papers per year

Papers

Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection COLING 2022
Augmented Geometric Distillation for Data-Free Incremental Person ReID CVPR 2022
On the Statistical Benefits of Curriculum Learning ICML 2022
Improving Task-free Continual Learning by Distributionally Robust Memory Evolution ICML 2022
General Incremental Learning With Domain-Aware Categorical Representations CVPR 2022
Rethinking Video Anomaly Detection - A Continual Learning Approach WACV 2022
Learning Curricula for Humans: An Empirical Study with Puzzles from The Witness IJCAI 2022
Continual Learning With Lifelong Vision Transformer CVPR 2022
Multi-Domain Incremental Learning for Semantic Segmentation WACV 2022
Continual Pre-training of Language Models for Math Problem Understanding with Syntax-Aware Memory Network ACL 2022
Continual Federated Learning Based on Knowledge Distillation IJCAI 2022
Learning Unforgotten Domain-Invariant Representations for Online Unsupervised Domain Adaptation IJCAI 2022
Search Space Expansion for Efficient Incremental Inductive Logic Programming from Streamed Data IJCAI 2022
Type-Driven Multi-Turn Corrections for Grammatical Error Correction ACL 2022
Online Continual Learning via Candidates Voting WACV 2022
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora ACL 2022
Lifelong Hyper-Policy Optimization with Multiple Importance Sampling Regularization AAAI 2022
Training Dynamics for Curriculum Learning: A Study on Monolingual and Cross-lingual NLU EMNLP 2022
Generative Entity Typing with Curriculum Learning EMNLP 2022
A Theoretical Study on Solving Continual Learning NIPS 2022
Navigating Memory Construction by Global Pseudo-Task Simulation for Continual Learning NIPS 2022
ACIL: Analytic Class-Incremental Learning with Absolute Memorization and Privacy Protection NIPS 2022
CGLB: Benchmark Tasks for Continual Graph Learning NIPS 2022
Uncertainty-Aware Hierarchical Refinement for Incremental Implicitly-Refined Classification NIPS 2022
SparCL: Sparse Continual Learning on the Edge NIPS 2022