continual learning

1164 papers

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Also known as

CIT OCL TFCL CIS CGZSL CL OR NULL CPT CLL CL NULL CIL 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

Continual Knowledge Distillation for Neural Machine Translation ACL 2023

Exploring Continual Learning for Code Generation Models ACL 2023

Class-Incremental Learning based on Label Generation ACL 2023

Continual Learners are Incremental Model Generalizers ICML 2023

Learning Expressive Priors for Generalization and Uncertainty Estimation in Neural Networks ICML 2023

Parameter-Level Soft-Masking for Continual Learning ICML 2023

Poisoning Generative Replay in Continual Learning to Promote Forgetting ICML 2023

BiRT: Bio-inspired Replay in Vision Transformers for Continual Learning ICML 2023

GRAFENNE: Learning on Graphs with Heterogeneous and Dynamic Feature Sets ICML 2023

In- or out-of-distribution detection via dual divergence estimation UAI 2023

A Continual Deepfake Detection Benchmark: Dataset, Methods, and Essentials WACV 2023

Analysis of Catastrophic Forgetting for Random Orthogonal Transformation Tasks in the Overparameterized Regime AISTATS 2023

Overcoming Forgetting in Fine-Grained Urban Flow Inference via Adaptive Knowledge Replay AAAI 2023

Prompt-augmented Temporal Point Process for Streaming Event Sequence NIPS 2023

Augmented Memory Replay-based Continual Learning Approaches for Network Intrusion Detection NIPS 2023

Augmenting Language Models with Long-Term Memory NIPS 2023

Sub-network Discovery and Soft-masking for Continual Learning of Mixed Tasks EMNLP 2023

Parameterizing Context: Unleashing the Power of Parameter-Efficient Fine-Tuning and In-Context Tuning for Continual Table Semantic Parsing NIPS 2023

PIVOT: Prompting for Video Continual Learning CVPR 2023

Class-Incremental Exemplar Compression for Class-Incremental Learning CVPR 2023

Overcoming Catastrophic Forgetting in Massively Multilingual Continual Learning ACL 2023

History repeats: Overcoming catastrophic forgetting for event-centric temporal knowledge graph completion ACL 2023

COOM: A Game Benchmark for Continual Reinforcement Learning NIPS 2023

Computationally Budgeted Continual Learning: What Does Matter? CVPR 2023

Prediction and Control in Continual Reinforcement Learning NIPS 2023