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CIDER: Exploiting Hyperspherical Embeddings for Out-of-Distribution Detection


Mar 08, 2022
Yifei Ming, Yiyou Sun, Ousmane Dia, Yixuan Li

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Enabling Inference Privacy with Adaptive Noise Injection


Apr 06, 2021
Sanjay Kariyappa, Ousmane Dia, Moinuddin K Qureshi

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Adversarial Examples in Modern Machine Learning: A Review


Nov 15, 2019
Rey Reza Wiyatno, Anqi Xu, Ousmane Dia, Archy de Berker

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* Work in progress, 97 pages 

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Bayesian Model-Agnostic Meta-Learning


Oct 29, 2018
Taesup Kim, Jaesik Yoon, Ousmane Dia, Sungwoong Kim, Yoshua Bengio, Sungjin Ahn

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* First two authors contributed equally. 15 pages with appendix including experimental details. Accepted in NIPS 2018 

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