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continual learning

1164 papers

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Also known as

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

Class-incremental Continual Learning for Instance Segmentation with Image-level Weak Supervision ICCV 2023
MetaGCD: Learning to Continually Learn in Generalized Category Discovery ICCV 2023
Online Class Incremental Learning on Stochastic Blurry Task Boundary via Mask and Visual Prompt Tuning ICCV 2023
Label-Efficient Online Continual Object Detection in Streaming Video ICCV 2023
CLNeRF: Continual Learning Meets NeRF ICCV 2023
VQACL: A Novel Visual Question Answering Continual Learning Setting CVPR 2023
Generating Instance-level Prompts for Rehearsal-free Continual Learning ICCV 2023
Preparing the Future for Continual Semantic Segmentation ICCV 2023
CLR: Channel-wise Lightweight Reprogramming for Continual Learning ICCV 2023
Instance and Category Supervision are Alternate Learners for Continual Learning ICCV 2023
Class-Incremental Grouping Network for Continual Audio-Visual Learning ICCV 2023
Growing a Brain with Sparsity-Inducing Generation for Continual Learning ICCV 2023
First Session Adaptation: A Strong Replay-Free Baseline for Class-Incremental Learning ICCV 2023
Continual Variational Autoencoder via Continual Generative Knowledge Distillation AAAI 2023
Lifelong Variational Autoencoder via Online Adversarial Expansion Strategy AAAI 2023
InfoCL: Alleviating Catastrophic Forgetting in Continual Text Classification from An Information Theoretic Perspective EMNLP 2023
Robust and Adaptive Deep Learning via Bayesian Principles AAAI 2023
Does Continual Learning Meet Compositionality? New Benchmarks and An Evaluation Framework NIPS 2023
Dynosaur: A Dynamic Growth Paradigm for Instruction-Tuning Data Curation EMNLP 2023
Continual Dialogue State Tracking via Example-Guided Question Answering EMNLP 2023
On the Convergence of Continual Learning with Adaptive Methods UAI 2023
Space-time Prompting for Video Class-incremental Learning ICCV 2023
SeiT: Storage-Efficient Vision Training with Tokens Using 1% of Pixel Storage ICCV 2023
CTP:Towards Vision-Language Continual Pretraining via Compatible Momentum Contrast and Topology Preservation ICCV 2023
Few-shot Continual Infomax Learning ICCV 2023