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Meta Learning on a Sequence of Imbalanced Domains with Difficulty
  Awareness

Meta Learning on a Sequence of Imbalanced Domains with Difficulty Awareness

29 September 2021
Zhenyi Wang
Tiehang Duan
Le Fang
Qiuling Suo
Mingchen Gao
ArXiv (abs)PDFHTML

Papers citing "Meta Learning on a Sequence of Imbalanced Domains with Difficulty Awareness"

9 / 9 papers shown
Title
Task-Distributionally Robust Data-Free Meta-Learning
Task-Distributionally Robust Data-Free Meta-Learning
Zixuan Hu
Li Shen
Zhenyi Wang
Yongxian Wei
Baoyuan Wu
Chun Yuan
Dacheng Tao
OOD
120
1
0
23 Nov 2023
Distributionally Robust Cross Subject EEG Decoding
Distributionally Robust Cross Subject EEG DecodingEuropean Conference on Artificial Intelligence (ECAI), 2023
Tiehang Duan
Zhenyi Wang
Gianfranco Doretto
Fang Li
Cui Tao
Don Adjeroh
75
3
0
19 Aug 2023
A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual
  Learning
A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Zhenyi Wang
Enneng Yang
Li Shen
Heng-Chiao Huang
KELMMU
170
68
0
16 Jul 2023
Learning to Learn from APIs: Black-Box Data-Free Meta-Learning
Learning to Learn from APIs: Black-Box Data-Free Meta-LearningInternational Conference on Machine Learning (ICML), 2023
Zixuan Hu
Li Shen
Zhenyi Wang
Baoyuan Wu
Chun Yuan
Dacheng Tao
231
11
0
28 May 2023
Architecture, Dataset and Model-Scale Agnostic Data-free Meta-Learning
Architecture, Dataset and Model-Scale Agnostic Data-free Meta-LearningComputer Vision and Pattern Recognition (CVPR), 2023
Zixuan Hu
Li Shen
Zhenyi Wang
Tongliang Liu
Chun Yuan
Dacheng Tao
176
6
0
20 Mar 2023
Spawrious: A Benchmark for Fine Control of Spurious Correlation Biases
Spawrious: A Benchmark for Fine Control of Spurious Correlation Biases
Aengus Lynch
G. Dovonon
Jean Kaddour
Ricardo M. A. Silva
395
38
0
09 Mar 2023
Meta-Learning with Less Forgetting on Large-Scale Non-Stationary Task
  Distributions
Meta-Learning with Less Forgetting on Large-Scale Non-Stationary Task DistributionsEuropean Conference on Computer Vision (ECCV), 2022
Zhenyi Wang
Li Shen
Le Fang
Qiuling Suo
Dongling Zhan
Tiehang Duan
Mingchen Gao
OODCLL
101
18
0
03 Sep 2022
Improving Task-free Continual Learning by Distributionally Robust Memory
  Evolution
Improving Task-free Continual Learning by Distributionally Robust Memory EvolutionInternational Conference on Machine Learning (ICML), 2022
Zhenyi Wang
Li Shen
Le Fang
Qiuling Suo
Tiehang Duan
Mingchen Gao
OOD
152
46
0
15 Jul 2022
Few-Shot Learning with Class Imbalance
Few-Shot Learning with Class ImbalanceIEEE Transactions on Artificial Intelligence (IEEE TAI), 2021
Mateusz Ochal
Massimiliano Patacchiola
Amos Storkey
Jose Vazquez
Sen Wang
135
45
0
07 Jan 2021
1