Search Results for author: Muneeb Aadil

Found 3 papers, 3 papers with code

Causal Strategic Learning with Competitive Selection

2 code implementations30 Aug 2023 Kiet Q. H. Vo, Muneeb Aadil, Siu Lun Chau, Krikamol Muandet

We study the problem of agent selection in causal strategic learning under multiple decision makers and address two key challenges that come with it.

Preventing Clean Label Poisoning using Gaussian Mixture Loss

1 code implementation10 Feb 2020 Muhammad Yaseen, Muneeb Aadil, Maria Sargsyan

Since 2014 when Szegedy et al. showed that carefully designed perturbations of the input can lead Deep Neural Networks (DNNs) to wrongly classify its label, there has been an ongoing research to make DNNs more robust to such malicious perturbations.

Improving Super-Resolution Methods via Incremental Residual Learning

1 code implementation21 Aug 2018 Muneeb Aadil, Rafia Rahim, Sibt Ul Hussain

Recently, Convolutional Neural Networks (CNNs) have shown promising performance in super-resolution (SR).

Super-Resolution

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