Search Results for author: Imran Khan

Found 7 papers, 0 papers with code

Analyzing Compression Techniques for Computer Vision

no code implementations14 May 2023 Maniratnam Mandal, Imran Khan

Compressing deep networks is highly desirable for practical use-cases in computer vision applications.

Knowledge Distillation Quantization

Supervised Class-pairwise NMF for Data Representation and Classification

no code implementations28 Sep 2022 Rachid Hedjam, Abdelhamid Abdesselam, Seyed Mohammad Jafar Jalali, Imran Khan, Samir Brahim Belhaouari

The objective of this work is to design an evolutionary framework to learn the hyper-parameter of the parameterized NMF and estimate the factorizing matrices in a supervised way to be more suitable for classification problems.

Classification

An Explainable Regression Framework for Predicting Remaining Useful Life of Machines

no code implementations28 Apr 2022 Talhat Khan, Kashif Ahmad, Jebran Khan, Imran Khan, Nasir Ahmad

The task is treated as a regression problem where Machine Learning (ML) algorithms are used to predict the RUL of machine components.

Explainable Artificial Intelligence (XAI) regression

Explainable Event Recognition

no code implementations2 Oct 2021 Imran Khan, Kashif Ahmad, Namra Gul, Talhat Khan, Nasir Ahmad, Ala Al-Fuqaha

The results of the study indicate that 78%, 84%, and 78% of the model decisions on natural disasters, sports, and social events datasets, respectively, are based onevent-related objects or regions.

Sentiment Analysis of Users' Reviews on COVID-19 Contact Tracing Apps with a Benchmark Dataset

no code implementations1 Mar 2021 Kashif Ahmad, Firoj Alam, Junaid Qadir, Basheer Qolomany, Imran Khan, Talhat Khan, Muhammad Suleman, Naina Said, Syed Zohaib Hassan, Asma Gul, Ala Al-Fuqaha

In this work, we propose a pipeline starting from manual annotation via a crowd-sourcing study and concluding on the development and training of AI models for automatic sentiment analysis of users' reviews.

Sentiment Analysis

Attacks on practical quantum key distribution systems (and how to prevent them)

no code implementations25 Dec 2015 Nitin Jain, Birgit Stiller, Imran Khan, Dominique Elser, Christoph Marquardt, Gerd Leuchs

With the emergence of an information society, the idea of protecting sensitive data is steadily gaining importance.

Quantum Physics

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