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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

Preservation of the Global Knowledge by Not-True Distillation in Federated Learning NIPS 2022
S-Prompts Learning with Pre-trained Transformers: An Occam’s Razor for Domain Incremental Learning NIPS 2022
Wild-Time: A Benchmark of in-the-Wild Distribution Shift over Time NIPS 2022
Repairing Neural Networks by Leaving the Right Past Behind NIPS 2022
Beyond Not-Forgetting: Continual Learning with Backward Knowledge Transfer NIPS 2022
A simple but strong baseline for online continual learning: Repeated Augmented Rehearsal NIPS 2022
Continual Learning In Environments With Polynomial Mixing Times NIPS 2022
Decomposed Knowledge Distillation for Class-Incremental Semantic Segmentation NIPS 2022
BMU-MoCo: Bidirectional Momentum Update for Continual Video-Language Modeling NIPS 2022
How Well Do Unsupervised Learning Algorithms Model Human Real-time and Life-long Learning? NIPS 2022
Continual learning: a feature extraction formalization, an efficient algorithm, and fundamental obstructions NIPS 2022
Parameter-efficient Continual Learning Framework in Industrial Real-time Text Classification System NAACL 2022
Mitigating the Diminishing Effect of Elastic Weight Consolidation COLING 2022
Provable Continual Learning via Sketched Jacobian Approximations AISTATS 2022
Continual Federated Learning Based on Knowledge Distillation IJCAI 2022
Consistent Representation Learning for Continual Relation Extraction ACL 2022
Fleet-DAgger: Interactive Robot Fleet Learning with Scalable Human Supervision CORL 2022
Continual Learning With Lifelong Vision Transformer CVPR 2022
General Incremental Learning With Domain-Aware Categorical Representations CVPR 2022
Not Just Selection, but Exploration: Online Class-Incremental Continual Learning via Dual View Consistency CVPR 2022
Continual Test-Time Domain Adaptation CVPR 2022
Bring Evanescent Representations to Life in Lifelong Class Incremental Learning CVPR 2022
On Generalizing Beyond Domains in Cross-Domain Continual Learning CVPR 2022
vCLIMB: A Novel Video Class Incremental Learning Benchmark CVPR 2022
Class-Incremental Learning by Knowledge Distillation With Adaptive Feature Consolidation CVPR 2022