conftrace_

class-incremental learning

154 papers

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Also known as

CIL CLASS-IL

Co-occurring keywords

catastrophic forgetting (958) continual learning (1181) knowledge distillation (3725) few-shot learning (3398) representation learning (6206) few-shot class-incremental learning (19) prototype learning (405) incremental learning (278) semantic segmentation (3186) knowledge transfer (648)

Papers

Not Just Selection, but Exploration: Online Class-Incremental Continual Learning via Dual View Consistency CVPR 2022
Continual Learning with Evolving Class Ontologies NIPS 2022
CGLB: Benchmark Tasks for Continual Graph Learning NIPS 2022
Margin-Based Few-Shot Class-Incremental Learning with Class-Level Overfitting Mitigation NIPS 2022
Online Continual Learning via Candidates Voting WACV 2022
Constrained Few-Shot Class-Incremental Learning CVPR 2022
Incremental Embedding Learning via Zero-Shot Translation AAAI 2021
Striking a Balance Between Stability and Plasticity for Class-Incremental Learning ICCV 2021
FLAR: A Unified Prototype Framework for Few-Sample Lifelong Active Recognition ICCV 2021
Online Class-Incremental Continual Learning with Adversarial Shapley Value AAAI 2021
SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning NIPS 2021
RMM: Reinforced Memory Management for Class-Incremental Learning NIPS 2021
Few-Shot Incremental Learning With Continually Evolved Classifiers CVPR 2021
Adaptive Aggregation Networks for Class-Incremental Learning CVPR 2021
Distilling Causal Effect of Data in Class-Incremental Learning CVPR 2021
Self-Promoted Prototype Refinement for Few-Shot Class-Incremental Learning CVPR 2021
Class-Incremental Instance Segmentation via Multi-Teacher Networks AAAI 2021
Class-Incremental Learning for Action Recognition in Videos ICCV 2021
Few-Shot Class-Incremental Learning via Relation Knowledge Distillation AAAI 2021
Class-Incremental Learning via Dual Augmentation NIPS 2021
iTAML: An Incremental Task-Agnostic Meta-learning Approach CVPR 2020
Class-Incremental Domain Adaptation ECCV 2020
Class-incremental Learning via Deep Model Consolidation WACV 2020
Few-Shot Class-Incremental Learning CVPR 2020
Mnemonics Training: Multi-Class Incremental Learning Without Forgetting CVPR 2020