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Watch Your Step: Optimal Retrieval for Continual Learning at Scale

Watch Your Step: Optimal Retrieval for Continual Learning at Scale

16 April 2024
Truman Hickok
Dhireesha Kudithipudi
ArXivPDFHTML

Papers citing "Watch Your Step: Optimal Retrieval for Continual Learning at Scale"

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
16
34
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
85
24
0
23 Mar 2023
Error Sensitivity Modulation based Experience Replay: Mitigating Abrupt
  Representation Drift in Continual Learning
Error Sensitivity Modulation based Experience Replay: Mitigating Abrupt Representation Drift in Continual Learning
F. Sarfraz
Elahe Arani
Bahram Zonooz
KELM
CLL
36
25
0
14 Feb 2023
The CLEAR Benchmark: Continual LEArning on Real-World Imagery
The CLEAR Benchmark: Continual LEArning on Real-World Imagery
Zhiqiu Lin
Jia Shi
Deepak Pathak
Deva Ramanan
CLL
VLM
126
91
0
17 Jan 2022
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