Ousmane Dia

Computer Science · Physical Sciences

6h-index460citations14works0.02yr avg
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Research Topics

Adversarial Robustness in Machine Learning(8), Anomaly Detection Techniques and Applications(5), Neural Networks and Applications(3), Domain Adaptation and Few-Shot Learning(3), Machine Learning and Data Classification(3)

Publications14 total

On Influence Functions, Classification Influence, Relative Influence, Memorization and Generalization
arXiv (Cornell University)·2023Open Access
Training Set Cleansing of Backdoor Poisoning by Self-Supervised Representation Learning
2023· 1 cited
How to Exploit Hyperspherical Embeddings for Out-of-Distribution Detection?
arXiv (Cornell University)·2022· 24 citedOpen Access
Localized Uncertainty Attacks
arXiv (Cornell University)·2021Open Access
Enabling Inference Privacy with Adaptive Noise Injection
arXiv (Cornell University)·2021· 2 citedOpen Access
Adversarial Examples in Modern Machine Learning: A Review
arXiv (Cornell University)·2019· 50 citedOpen Access
Retrieving Signals in the Frequency Domain with Deep Complex Extractors
2019
Semantics Preserving Adversarial Attacks
2019· 1 cited
Retrieving Signals with Deep Complex Extractors
2019· 1 cited
Manifold Preserving Adversarial Learning.
arXiv (Cornell University)·2019Open Access
Semantics Preserving Adversarial Learning
arXiv (Cornell University)·2019· 6 citedOpen Access
Bayesian Model-Agnostic Meta-Learning
arXiv (Cornell University)·2018· 163 citedOpen Access
Bayesian Model-Agnostic Meta-Learning
2018· 203 cited
A Global Health Partnership's Use of Time-Limited Support to Catalyze Health Practice Change: The Case of GAVI's Injection Safety Support
PLoS ONE·2010· 9 citedOpen Access

Frequent Co-authors

Elnaz Barshan(3), Reza Babanezhad(3), Jaesik Yoon(2), Taesup Kim(2), Sungwoong Kim(2), Yoshua Bengio(2), Sungjin Ahn(2), Chiheb Trabelsi(2), Olexa Bilaniuk(2), Mirco Ravanelli(2), Jonathan Binas(2), Negar Rostamzadeh(2), Christopher Pal(2), Rey Reza Wiyatno(1), Anqi Xu(1), Archy O. de Berker(1), Yifei Ming(1), Yiyou Sun(1), Yixuan Li(1), Ann Levin(1)