conftrace_

class incremental learning

101 papers

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Also known as

CIL

Co-occurring keywords

continual learning (1181) catastrophic forgetting (958) knowledge distillation (3725) representation learning (6206) few-shot learning (3398) class-incremental learning (154) exemplar-free learning (21) incremental learning (278) prototype learning (405) semantic segmentation (3186)

Papers

Resolving Task Confusion in Dynamic Expansion Architectures for Class Incremental Learning AAAI 2023
MetaZSCIL: A Meta-Learning Approach for Generalized Zero-Shot Class Incremental Learning AAAI 2023
Class-Incremental Learning by Knowledge Distillation With Adaptive Feature Consolidation CVPR 2022
MetaFSCIL: A Meta-Learning Approach for Few-Shot Class Incremental Learning CVPR 2022
A Theoretical Study on Solving Continual Learning NIPS 2022
Mimicking the Oracle: An Initial Phase Decorrelation Approach for Class Incremental Learning CVPR 2022
Forward Compatible Few-Shot Class-Incremental Learning CVPR 2022
Bring Evanescent Representations to Life in Lifelong Class Incremental Learning CVPR 2022
General Incremental Learning With Domain-Aware Categorical Representations CVPR 2022
Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches CVPR 2022
Class Incremental Learning for Intent Classification with Limited or No Old Data EMNLP 2022
Synthesized Feature Based Few-Shot Class-Incremental Learning on a Mixture of Subspaces ICCV 2021
DER: Dynamically Expandable Representation for Class Incremental Learning CVPR 2021
Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural Network AAAI 2021
Always Be Dreaming: A New Approach for Data-Free Class-Incremental Learning ICCV 2021
Semantic-Aware Knowledge Distillation for Few-Shot Class-Incremental Learning CVPR 2021
Knowledge Consolidation based Class Incremental Online Learning with Limited Data IJCAI 2021
Efficient Feature Transformations for Discriminative and Generative Continual Learning CVPR 2021
DeepCollaboration: Collaborative Generative and Discriminative Models for Class Incremental Learning AAAI 2021
IIRC: Incremental Implicitly-Refined Classification CVPR 2021
Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations CVPR 2021
Maintaining Discrimination and Fairness in Class Incremental Learning CVPR 2020
Few-Shot Class-Incremental Learning CVPR 2020
Learning Without Memorizing CVPR 2019
Local to Global Learning: Gradually Adding Classes for Training Deep Neural Networks CVPR 2019