← Learning Types
Machine Learning › Learning Types ›

Continual Learning

1895 directly classified papers

Papers per year

Papers

Grow and Merge: A Unified Framework for Continuous Categories Discovery NIPS 2022
Exploring Example Influence in Continual Learning NIPS 2022
Overcoming Catastrophic Forgetting beyond Continual Learning: Balanced Training for Neural Machine Translation ACL 2022
Content Addressable Memory Without Catastrophic Forgetting by Heteroassociation with a Fixed Scaffold ICML 2022
StreamingQA: A Benchmark for Adaptation to New Knowledge over Time in Question Answering Models ICML 2022
The Primacy Bias in Deep Reinforcement Learning ICML 2022
Learning To Imagine: Diversify Memory for Incremental Learning Using Unlabeled Data CVPR 2022
Consistent Representation Learning for Continual Relation Extraction ACL 2022
CUP: Curriculum Learning based Prompt Tuning for Implicit Event Argument Extraction IJCAI 2022
CERT: Continual Pre-training on Sketches for Library-oriented Code Generation IJCAI 2022
Continual Semantic Segmentation Leveraging Image-level Labels and Rehearsal IJCAI 2022
Stochastic Coherence Over Attention Trajectory For Continuous Learning In Video Streams IJCAI 2022
Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches CVPR 2022
Online Continual Learning on a Contaminated Data Stream With Blurry Task Boundaries CVPR 2022
Forward Compatible Few-Shot Class-Incremental Learning CVPR 2022
Learn and Review: Enhancing Continual Named Entity Recognition via Reviewing Synthetic Samples ACL 2022
Adaptive Early-Learning Correction for Segmentation From Noisy Annotations CVPR 2022
Meta-Attention for ViT-Backed Continual Learning CVPR 2022
Energy-Based Latent Aligner for Incremental Learning CVPR 2022
Lifelong Graph Learning CVPR 2022
Surpassing the Human Accuracy: Detecting Gallbladder Cancer From USG Images With Curriculum Learning CVPR 2022
Class Similarity Weighted Knowledge Distillation for Continual Semantic Segmentation CVPR 2022
Fine-Tuning Image Transformers Using Learnable Memory CVPR 2022
Mimicking the Oracle: An Initial Phase Decorrelation Approach for Class Incremental Learning CVPR 2022
On the Road to Online Adaptation for Semantic Image Segmentation CVPR 2022