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Continual Learning

557 directly classified papers

Papers per year

Papers

PIVOT: Prompting for Video Continual Learning CVPR 2023
Geometry and Uncertainty-Aware 3D Point Cloud Class-Incremental Semantic Segmentation CVPR 2023
Dual-Memory Multi-Modal Learning for Continual Spoken Keyword Spotting with Confidence Selection and Diversity Enhancement INTERSPEECH 2023
Saliency Guided Experience Packing for Replay in Continual Learning WACV 2023
Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding INTERSPEECH 2023
CLRL-Tuning: A Novel Continual Learning Approach for Automatic Speech Recognition INTERSPEECH 2023
Batch Model Consolidation: A Multi-Task Model Consolidation Framework CVPR 2023
Knowledge Transfer in Incremental Learning for Multilingual Neural Machine Translation ACL 2023
Rehearsal-Free Online Continual Learning for Automatic Speech Recognition INTERSPEECH 2023
Adapter Incremental Continual Learning of Efficient Audio Spectrogram Transformers INTERSPEECH 2023
Few-Shot Class-Incremental Learning via Class-Aware Bilateral Distillation CVPR 2023
Class-Incremental Exemplar Compression for Class-Incremental Learning CVPR 2023
Lifelong Embedding Learning and Transfer for Growing Knowledge Graphs AAAI 2023
VQACL: A Novel Visual Question Answering Continual Learning Setting CVPR 2023
MetaMix: Towards Corruption-Robust Continual Learning With Temporally Self-Adaptive Data Transformation CVPR 2023
Bilateral Memory Consolidation for Continual Learning CVPR 2023
Continual Semantic Segmentation With Automatic Memory Sample Selection CVPR 2023
Analysis of Catastrophic Forgetting for Random Orthogonal Transformation Tasks in the Overparameterized Regime AISTATS 2023
Continually Improving Extractive QA via Human Feedback EMNLP 2023
Exploring Continual Learning for Code Generation Models ACL 2023
Online Prototype Learning for Online Continual Learning ICCV 2023
SLCA: Slow Learner with Classifier Alignment for Continual Learning on a Pre-trained Model ICCV 2023
Online Continual Learning on Hierarchical Label Expansion ICCV 2023
Balanced Meta Learning and Diverse Sampling for Lifelong Task-Oriented Dialogue Systems AAAI 2023
Effective Continual Learning for Text Classification with Lightweight Snapshots AAAI 2023