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Spuriousness-Aware Meta-Learning for Learning Robust Classifiers

Spuriousness-Aware Meta-Learning for Learning Robust Classifiers

15 June 2024
Guangtao Zheng
Wenqian Ye
Aidong Zhang
ArXivPDFHTML

Papers citing "Spuriousness-Aware Meta-Learning for Learning Robust Classifiers"

5 / 5 papers shown
Title
Discover and Cure: Concept-aware Mitigation of Spurious Correlation
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
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
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
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
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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