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Continual Learning

309 directly classified papers

Papers per year

Papers

BooVAE: Boosting Approach for Continual Learning of VAE NIPS 2021
Flattening Sharpness for Dynamic Gradient Projection Memory Benefits Continual Learning NIPS 2021
AFEC: Active Forgetting of Negative Transfer in Continual Learning NIPS 2021
Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning NIPS 2021
Hyper-LifelongGAN: Scalable Lifelong Learning for Image Conditioned Generation CVPR 2021
ORDisCo: Effective and Efficient Usage of Incremental Unlabeled Data for Semi-Supervised Continual Learning CVPR 2021
DER: Dynamically Expandable Representation for Class Incremental Learning CVPR 2021
Overcoming Catastrophic Forgetting in Graph Neural Networks AAAI 2021
Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural Network AAAI 2021
Continual Learning by Using Information of Each Class Holistically AAAI 2021
Using Hindsight to Anchor Past Knowledge in Continual Learning AAAI 2021
I3DOL: Incremental 3D Object Learning without Catastrophic Forgetting AAAI 2021
A Continual Learning Framework for Uncertainty-Aware Interactive Image Segmentation AAAI 2021
Overcoming Catastrophic Forgetting in Graph Neural Networks with Experience Replay AAAI 2021
Adaptive Aggregation Networks for Class-Incremental Learning CVPR 2021
Training Networks in Null Space of Feature Covariance for Continual Learning CVPR 2021
Layerwise Optimization by Gradient Decomposition for Continual Learning CVPR 2021
Rational LAMOL: A Rationale-based Lifelong Learning Framework ACL 2021
Efficient Feature Transformations for Discriminative and Generative Continual Learning CVPR 2021
Wanderlust: Online Continual Object Detection in the Real World ICCV 2021
Incremental Learning via Rate Reduction CVPR 2021
IIRC: Incremental Implicitly-Refined Classification CVPR 2021
Continual Learning via Bit-Level Information Preserving CVPR 2021
Learning the Superpixel in a Non-Iterative and Lifelong Manner CVPR 2021
Semantic-Aware Knowledge Distillation for Few-Shot Class-Incremental Learning CVPR 2021