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2406.10742
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Spuriousness-Aware Meta-Learning for Learning Robust Classifiers
15 June 2024
Guangtao Zheng
Wenqian Ye
Aidong Zhang
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Papers citing
"Spuriousness-Aware Meta-Learning for Learning Robust Classifiers"
5 / 5 papers shown
Title
Discover and Cure: Concept-aware Mitigation of Spurious Correlation
Shirley Wu
Mert Yuksekgonul
Linjun Zhang
James Y. Zou
45
54
0
01 May 2023
UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup
Zongbo Han
Zhipeng Liang
Fan Yang
Liu Liu
Lanqing Li
Yatao Bian
P. Zhao
Bing Wu
Changqing Zhang
Jianhua Yao
42
34
0
19 Sep 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation
Junnan Li
Dongxu Li
Caiming Xiong
S. Hoi
MLLM
BDL
VLM
CLIP
380
4,010
0
28 Jan 2022
Rapid Learning or Feature Reuse? Towards Understanding the Effectiveness of MAML
Aniruddh Raghu
M. Raghu
Samy Bengio
Oriol Vinyals
170
634
0
19 Sep 2019
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
Chelsea Finn
Pieter Abbeel
Sergey Levine
OOD
234
11,568
0
09 Mar 2017
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