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Continual Learning

1895 directly classified papers

Papers per year

Papers

Online Random Feature Forests for Learning in Varying Feature Spaces AAAI 2023
When Online Learning Meets ODE: Learning without Forgetting on Variable Feature Space AAAI 2023
Online Hyperparameter Optimization for Class-Incremental Learning AAAI 2023
Incremental Image De-raining via Associative Memory AAAI 2023
Latent Space Evolution under Incremental Learning with Concept Drift (Student Abstract) AAAI 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
Cross-Regional Fraud Detection via Continual Learning (Student Abstract) AAAI 2023
Symbolic Replay: Scene Graph as Prompt for Continual Learning on VQA Task AAAI 2023
Decorate the Newcomers: Visual Domain Prompt for Continual Test Time Adaptation AAAI 2023
Effective Continual Learning for Text Classification with Lightweight Snapshots AAAI 2023
Learn from Yesterday: A Semi-supervised Continual Learning Method for Supervision-Limited Text-to-SQL Task Streams AAAI 2023
Continual Graph Convolutional Network for Text Classification 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
Continual Learning with Scaled Gradient Projection AAAI 2023
Open-Ended Diverse Solution Discovery with Regulated Behavior Patterns for Cross-Domain Adaptation AAAI 2023
Adaptive Policy Learning for Offline-to-Online Reinforcement Learning AAAI 2023
Class Incremental Learning for Task-Oriented Dialogue System with Contrastive Distillation on Internal Representations (Student Abstract) AAAI 2023
On the Effectiveness of Curriculum Learning in Educational Text Scoring AAAI 2023
Mixture Uniform Distribution Modeling and Asymmetric Mix Distillation for Class Incremental Learning AAAI 2023
Continual Knowledge Distillation for Neural Machine Translation ACL 2023