conftrace_
← Learning Types
Machine Learning › Learning Types ›

Continual Learning

1,929 papers

Papers per year

1
1
6
129
364
'05
'10
'15
'20
'25

Papers

Few-shot Class-incremental Audio Classification Using Adaptively-refined Prototypes INTERSPEECH 2023
Mitigating Catastrophic Forgetting for Few-Shot Spoken Word Classification Through Meta-Learning INTERSPEECH 2023
Episodic Memory For Domain-Adaptable, Robust Speech Emotion Recognition INTERSPEECH 2023
An Investigation of the Combination of Rehearsal and Knowledge Distillation in Continual Learning for Spoken Language Understanding INTERSPEECH 2023
Adapter Incremental Continual Learning of Efficient Audio Spectrogram Transformers INTERSPEECH 2023
Rehearsal-Free Online Continual Learning for Automatic Speech Recognition INTERSPEECH 2023
CLRL-Tuning: A Novel Continual Learning Approach for Automatic Speech Recognition INTERSPEECH 2023
Online Continual Learning in Keyword Spotting for Low-Resource Devices via Pooling High-Order Temporal Statistics INTERSPEECH 2023
DeCoR: Defy Knowledge Forgetting by Predicting Earlier Audio Codes INTERSPEECH 2023
Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding INTERSPEECH 2023
Towards continually learning new languages INTERSPEECH 2023
Deeply Supervised Curriculum Learning for Deep Neural Network-based Sound Source Localization INTERSPEECH 2023
Dual-Memory Multi-Modal Learning for Continual Spoken Keyword Spotting with Confidence Selection and Diversity Enhancement INTERSPEECH 2023
Few-shot Class-incremental Audio Classification Using Stochastic Classifier INTERSPEECH 2023
Curriculum Learning for Self-supervised Speaker Verification INTERSPEECH 2023
An Empirical Investigation of the Role of Pre-training in Lifelong Learning JMLR 2023
Nevis'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research JMLR 2023
Avalanche: A PyTorch Library for Deep Continual Learning JMLR 2023
Selective experience replay compression using coresets for lifelong deep reinforcement learning in medical imaging MIDL 2023
RECL: Responsive Resource-Efficient Continuous Learning for Video Analytics NSDI 2023
CoDEPS: Online Continual Learning for Depth Estimation and Panoptic Segmentation RSS 2023
In- or out-of-distribution detection via dual divergence estimation UAI 2023
On the Convergence of Continual Learning with Adaptive Methods UAI 2023
Lifelong bandit optimization: no prior and no regret UAI 2023
AUC Maximization in Imbalanced Lifelong Learning UAI 2023