Search Results for author: Usama Muneeb

Found 3 papers, 1 papers with code

Induced Model Matching: How Restricted Models Can Help Larger Ones

no code implementations19 Feb 2024 Usama Muneeb, Mesrob I. Ohannessian

We consider scenarios where a very accurate predictive model using restricted features is available at the time of training of a larger, full-featured, model.

Language Modelling

Robust and Computationally-Efficient Anomaly Detection using Powers-of-Two Networks

no code implementations30 Oct 2019 Usama Muneeb, Erdem Koyuncu, Yasaman Keshtkarjahromi, Hulya Seferoglu, Mehmet Fatih Erden, Ahmet Enis Cetin

We propose a technique to increase robustness and reduce computational complexity in a Convolutional Neural Network (CNN) based anomaly detector that utilizes the optical flow information of video data.

Anomaly Detection Denoising +3

Multi-level Dynamic Optimization of Intelligent LEACH with Cost Effective Deep Belief Network

1 code implementation12 Apr 2019 Muhammad U. Javed, Zaid Bin Tariq, Usama Muneeb, Ijaz Haider Naqvi

Energy utilization is a key attribute for energy constrained wireless sensor networks (WSN) that directly impacts the life time of the network.

Networking and Internet Architecture Multiagent Systems

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