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Contrastive Continual Learning with Importance Sampling and
  Prototype-Instance Relation Distillation

Contrastive Continual Learning with Importance Sampling and Prototype-Instance Relation Distillation

AAAI Conference on Artificial Intelligence (AAAI), 2024
7 March 2024
Jiyong Li
Dilshod Azizov
Yang Li
Shangsong Liang
    CLL
ArXiv (abs)PDFHTMLGithub (9★)

Papers citing "Contrastive Continual Learning with Importance Sampling and Prototype-Instance Relation Distillation"

6 / 6 papers shown
SAMix: Calibrated and Accurate Continual Learning via Sphere-Adaptive Mixup and Neural Collapse
SAMix: Calibrated and Accurate Continual Learning via Sphere-Adaptive Mixup and Neural Collapse
Trung-Anh Dang
Vincent Nguyen
Ngoc-Son Vu
Christel Vrain
AAMLCLL
165
0
0
17 Oct 2025
Global Pre-fixing, Local Adjusting: A Simple yet Effective Contrastive Strategy for Continual Learning
Global Pre-fixing, Local Adjusting: A Simple yet Effective Contrastive Strategy for Continual Learning
Jia Tang
Xinrui Wang
Songcan Chen
CLL
217
0
0
18 Sep 2025
Empirical Evidences for the Effects of Feature Diversity in Open Set Recognition and Continual Learning
Empirical Evidences for the Effects of Feature Diversity in Open Set Recognition and Continual Learning
Jiawen Xu
O. Kao
BDLCLL
188
0
0
18 Aug 2025
Prototype Augmented Hypernetworks for Continual Learning
Prototype Augmented Hypernetworks for Continual Learning
Neil De La Fuente
Maria Pilligua
Daniel Vidal
Albin Soutiff
Cecilia Curreli
Daniel Cremers
Andrey Barsky
CLL
424
3
0
12 May 2025
Parameter-Efficient Fine-Tuning for Continual Learning: A Neural Tangent Kernel Perspective
Parameter-Efficient Fine-Tuning for Continual Learning: A Neural Tangent Kernel Perspective
Jingren Liu
Zhong Ji
YunLong Yu
Jiale Cao
Yanwei Pang
Jungong Han
Xuelong Li
CLL
452
5
0
24 Jul 2024
Unsupervised Learning of Visual Features by Contrasting Cluster
  Assignments
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
Mathilde Caron
Ishan Misra
Julien Mairal
Priya Goyal
Piotr Bojanowski
Armand Joulin
OCLSSL
1.5K
4,857
0
17 Jun 2020
1
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