OpenCodePapers

continual-learning-on-cifar100-20-tasks

Continual Learning
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PaperCodeAverage AccuracyModelNameReleaseDate
Model Zoo: A Growing "Brain" That Learns Continually✓ Link94.99Model Zoo-Continual2021-06-06
Cross-modal Learning for Domain Adaptation in 3D Semantic Segmentation✓ Link92.98ALTA2021-01-18
Revisiting a kNN-based Image Classification System with High-capacity Storage90.8kNN-CLIP2022-04-03
Understanding Catastrophic Forgetting and Remembering in Continual Learning with Optimal Relevance Mapping✓ Link81RMN2021-02-22
Compacting, Picking and Growing for Unforgetting Continual Learning✓ Link80.9CPG2019-10-15
EXTENDING CONDITIONAL CONVOLUTION STRUCTURES FOR ENHANCING MULTITASKING CONTINUAL LEARNING✓ Link77.4CondConvContinual2020-12-07
Increasingly Packing Multiple Facial-Informatics Modules in A Unified Deep-Learning Model via Lifelong Learning✓ Link77.1PAENet2019-06-10
EXTENDING CONDITIONAL CONVOLUTION STRUCTURES FOR ENHANCING MULTITASKING CONTINUAL LEARNING✓ Link77.0CPG-light2020-12-07
PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning✓ Link67.5PackNet2017-11-15
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