← Learning Types
Machine Learning › Learning Types ›

Continual Learning

1895 directly classified papers

Papers per year

Papers

Decoupling Learning and Remembering: A Bilevel Memory Framework With Knowledge Projection for Task-Incremental Learning CVPR 2023
CafeBoost: Causal Feature Boost To Eliminate Task-Induced Bias for Class Incremental Learning CVPR 2023
Rethinking Gradient Projection Continual Learning: Stability / Plasticity Feature Space Decoupling CVPR 2023
Bilateral Memory Consolidation for Continual Learning CVPR 2023
Towards continually learning new languages INTERSPEECH 2023
VQACL: A Novel Visual Question Answering Continual Learning Setting CVPR 2023
ConStruct-VL: Data-Free Continual Structured VL Concepts Learning CVPR 2023
Re-Basin via Implicit Sinkhorn Differentiation CVPR 2023
Principles of Forgetting in Domain-Incremental Semantic Segmentation in Adverse Weather Conditions CVPR 2023
GradMA: A Gradient-Memory-Based Accelerated Federated Learning With Alleviated Catastrophic Forgetting CVPR 2023
Meta-Causal Learning for Single Domain Generalization CVPR 2023
On the Stability-Plasticity Dilemma of Class-Incremental Learning CVPR 2023
On-the-Fly Category Discovery CVPR 2023
Batch Model Consolidation: A Multi-Task Model Consolidation Framework CVPR 2023
CODA-Prompt: COntinual Decomposed Attention-Based Prompting for Rehearsal-Free Continual Learning CVPR 2023
Decorate the Newcomers: Visual Domain Prompt for Continual Test Time Adaptation AAAI 2023
Effective Continual Learning for Text Classification with Lightweight Snapshots AAAI 2023
Incrementer: Transformer for Class-Incremental Semantic Segmentation With Knowledge Distillation Focusing on Old Class CVPR 2023
Dense Network Expansion for Class Incremental Learning CVPR 2023
CoMFormer: Continual Learning in Semantic and Panoptic Segmentation CVPR 2023
A Probabilistic Framework for Lifelong Test-Time Adaptation CVPR 2023
Learn from Yesterday: A Semi-supervised Continual Learning Method for Supervision-Limited Text-to-SQL Task Streams AAAI 2023
Geometry and Uncertainty-Aware 3D Point Cloud Class-Incremental Semantic Segmentation CVPR 2023
Few-Shot Class-Incremental Learning via Class-Aware Bilateral Distillation CVPR 2023
C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation CVPR 2023