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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

Rehearsal-Free Online Continual Learning for Automatic Speech Recognition INTERSPEECH 2023
Adapter Incremental Continual Learning of Efficient Audio Spectrogram Transformers INTERSPEECH 2023
CLRL-Tuning: A Novel Continual Learning Approach for Automatic Speech Recognition INTERSPEECH 2023
A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm NIPS 2023
Cognitively Inspired Learning of Incremental Drifting Concepts IJCAI 2023
A Survey on Dataset Distillation: Approaches, Applications and Future Directions IJCAI 2023
Prototype-Sample Relation Distillation: Towards Replay-Free Continual Learning ICML 2023
Human Inspired Progressive Alignment and Comparative Learning for Grounded Word Acquisition ACL 2023
ConStruct-VL: Data-Free Continual Structured VL Concepts Learning CVPR 2023
DDGR: Continual Learning with Deep Diffusion-based Generative Replay ICML 2023
Embodied Lifelong Learning for Task and Motion Planning CORL 2023
Autonomous Robotic Reinforcement Learning with Asynchronous Human Feedback CORL 2023
Rehearsal-free Continual Language Learning via Efficient Parameter Isolation ACL 2023
Class Lifelong Learning for Intent Detection via Structure Consolidation Networks ACL 2023
YANMTT: Yet Another Neural Machine Translation Toolkit ACL 2023
Leveraging Old Knowledge to Continually Learn New Classes in Medical Images AAAI 2023
Alleviating Catastrophic Forgetting of Incremental Object Detection via Within-Class and Between-Class Knowledge Distillation ICCV 2023
A Soft Nearest-Neighbor Framework for Continual Semi-Supervised Learning ICCV 2023
Continual Segment: Towards a Single, Unified and Non-forgetting Continual Segmentation Model of 143 Whole-body Organs in CT Scans ICCV 2023
Label-Guided Knowledge Distillation for Continual Semantic Segmentation on 2D Images and 3D Point Clouds ICCV 2023
Learning to Learn: How to Continuously Teach Humans and Machines ICCV 2023
CoinSeg: Contrast Inter- and Intra- Class Representations for Incremental Segmentation ICCV 2023
EgoObjects: A Large-Scale Egocentric Dataset for Fine-Grained Object Understanding ICCV 2023
To Adapt or Not to Adapt? Real-Time Adaptation for Semantic Segmentation ICCV 2023
ConSlide: Asynchronous Hierarchical Interaction Transformer with Breakup-Reorganize Rehearsal for Continual Whole Slide Image Analysis ICCV 2023