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Continual Learning

1895 directly classified papers

Papers per year

Papers

Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity Recognition EMNLP 2022
Rainbow Keywords: Efficient Incremental Learning for Online Spoken Keyword Spotting INTERSPEECH 2022
Online Learning of Open-set Speaker Identification by Active User-registration INTERSPEECH 2022
Incremental learning for RNN-Transducer based speech recognition models INTERSPEECH 2022
Do Data-based Curricula Work? ACL 2022
Continual Object Detection via Prototypical Task Correlation Guided Gating Mechanism CVPR 2022
Class-Incremental Learning With Strong Pre-Trained Models CVPR 2022
Continual Learning with Guarantees via Weight Interval Constraints ICML 2022
Learngene: From Open-World to Your Learning Task AAAI 2022
Continual Learning through Retrieval and Imagination AAAI 2022
Lifelong Generative Modelling Using Dynamic Expansion Graph Model AAAI 2022
Learning To Prompt for Continual Learning CVPR 2022
Constrained Few-Shot Class-Incremental Learning CVPR 2022
An Adaptive Deep RL Method for Non-Stationary Environments with Piecewise Stable Context NIPS 2022
Learning a Condensed Frame for Memory-Efficient Video Class-Incremental Learning NIPS 2022
NOTE: Robust Continual Test-time Adaptation Against Temporal Correlation NIPS 2022
Analyzing BERT Cross-lingual Transfer Capabilities in Continual Sequence Labeling COLING 2022
Representation Compensation Networks for Continual Semantic Segmentation CVPR 2022
Interactron: Embodied Adaptive Object Detection CVPR 2022
Mining Unseen Classes via Regional Objectness: A Simple Baseline for Incremental Segmentation NIPS 2022
Continual Learning with Evolving Class Ontologies NIPS 2022
Forget-free Continual Learning with Winning Subnetworks ICML 2022
Remember the Past: Distilling Datasets into Addressable Memories for Neural Networks NIPS 2022
Characterizing Datapoints via Second-Split Forgetting NIPS 2022
CLiMB: A Continual Learning Benchmark for Vision-and-Language Tasks NIPS 2022