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Towards Diverse Evaluation of Class Incremental Learning: A
  Representation Learning Perspective

Towards Diverse Evaluation of Class Incremental Learning: A Representation Learning Perspective

16 June 2022
Sungmin Cha
Jihwan Kwak
Dongsub Shim
Hyunwoo J. Kim
Moontae Lee
Honglak Lee
Taesup Moon
    CLL
ArXivPDFHTML

Papers citing "Towards Diverse Evaluation of Class Incremental Learning: A Representation Learning Perspective"

4 / 4 papers shown
Title
Prototype-Sample Relation Distillation: Towards Replay-Free Continual
  Learning
Prototype-Sample Relation Distillation: Towards Replay-Free Continual Learning
Nader Asadi
Mohammad Davar
Sudhir Mudur
Rahaf Aljundi
Eugene Belilovsky
CLL
32
35
0
26 Mar 2023
First Session Adaptation: A Strong Replay-Free Baseline for
  Class-Incremental Learning
First Session Adaptation: A Strong Replay-Free Baseline for Class-Incremental Learning
A. Panos
Yuriko Kobe
Daniel Olmeda Reino
Rahaf Aljundi
Richard E. Turner
CLL
95
42
0
23 Mar 2023
Rebalancing Batch Normalization for Exemplar-based Class-Incremental
  Learning
Rebalancing Batch Normalization for Exemplar-based Class-Incremental Learning
Sungmin Cha
Sungjun Cho
Dasol Hwang
Sunwon Hong
Moontae Lee
Taesup Moon
CLL
54
18
0
29 Jan 2022
Representational Continuity for Unsupervised Continual Learning
Representational Continuity for Unsupervised Continual Learning
Divyam Madaan
Jaehong Yoon
Yuanchun Li
Yunxin Liu
Sung Ju Hwang
CLL
SSL
62
111
0
13 Oct 2021
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