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

Robustifying Sequential Neural Processes ICML 2020
Learning with Feature and Distribution Evolvable Streams ICML 2020
Lifelong Zero-Shot Learning IJCAI 2020
Incorporating Failure Events in Agents’ Decision Making to Improve User Satisfaction IJCAI 2020
Memory Augmented Neural Model for Incremental Session-based Recommendation IJCAI 2020
Intent Preference Decoupling for User Representation on Online Recommender System IJCAI 2020
Discovering Subsequence Patterns for Next POI Recommendation IJCAI 2020
Task-Level Curriculum Learning for Non-Autoregressive Neural Machine Translation IJCAI 2020
Efficient and Modularized Training on FPGA for Real-time Applications IJCAI 2020
Enhancing Transferability of Black-Box Adversarial Attacks via Lifelong Learning for Speech Emotion Recognition Models INTERSPEECH 2020
Continual Learning for Multi-Dialect Acoustic Models INTERSPEECH 2020
Continual Learning in Automatic Speech Recognition INTERSPEECH 2020
SERIL: Noise Adaptive Speech Enhancement Using Regularization-Based Incremental Learning INTERSPEECH 2020
Curriculum Learning for Reinforcement Learning Domains: A Framework and Survey JMLR 2020
Robust Online Model Adaptation by Extended Kalman Filter with Exponential Moving Average and Dynamic Multi-Epoch Strategy L4DC 2020
Continual Learning for Domain Adaptation in Chest X-ray Classification MIDL 2020
LT3 at SemEval-2020 Task 8: Multi-Modal Multi-Task Learning for Memotion Analysis SEMEVAL 2020
Regularize, Expand and Compress: NonExpansive Continual Learning WACV 2020
Class-incremental Learning via Deep Model Consolidation WACV 2020
ScaIL: Classifier Weights Scaling for Class Incremental Learning WACV 2020
Online Continual Learning with Maximal Interfered Retrieval NIPS 2019
Uncertainty-based Continual Learning with Adaptive Regularization NIPS 2019
Compacting, Picking and Growing for Unforgetting Continual Learning NIPS 2019
Reconciling meta-learning and continual learning with online mixtures of tasks NIPS 2019
Random Path Selection for Continual Learning NIPS 2019