基本信息
浏览量:4
职业迁徙
个人简介
My Research Aspires to Reduce Shortcut Learning, which Limits the Generalization and Robustness Capacity of Machine Learning, thus Restricting the Confidence we can put in such Algorithms.
My First Contribution resulted in Two Papers (one is Published, and the other is still Under Revision) and proposed an Improvement to Invariance-based Instance Discrimination methods via an Equivariance task.
I am now at the beginning of a Second Contribution which consists in studying how to Evaluate and Reduce Shortcut Learning in Self-Supervised Representation Learning approaches to find ways to Improve these Methods.
My First Contribution resulted in Two Papers (one is Published, and the other is still Under Revision) and proposed an Improvement to Invariance-based Instance Discrimination methods via an Equivariance task.
I am now at the beginning of a Second Contribution which consists in studying how to Evaluate and Reduce Shortcut Learning in Self-Supervised Representation Learning approaches to find ways to Improve these Methods.
研究兴趣
论文共 4 篇作者统计合作学者相似作者
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引用量
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HAL (Le Centre pour la Communication Scientifique Directe) (2022)
引用0浏览0引用
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ICLR 2023 (2022)
作者统计
#Papers: 4
#Citation: 4
H-Index: 1
G-Index: 1
Sociability: 1
Diversity: 1
Activity: 7
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D-Core
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