Mustafa QamaruddinSynopsis of GraphGAN: Graph Representation Learning with Generative Adversarial NetsGraphGANs are constituted of a Generator that is learning the underlying connectivity distribution between vertices as P(V|v_c) and a…Jul 18, 20201Jul 18, 20201
Mustafa QamaruddinSynopsis of MGAN: Markovian Generative Adversarial NetworksMarkovian Generative Adversarial Networks (MGANs) capture the feature statistics of Markovian Patches and generate images of arbitrary…Jul 9, 2020Jul 9, 2020
Mustafa QamaruddinSynopsis of LeakGAN: Long Text Generation via Adversarial Training with Leaked InformationCombining Reinforcement Learning with Generative Adversarial Networks has been applied to many problems such as drug discovery and text…Jul 9, 2020Jul 9, 2020
Mustafa QamaruddinSynopsis of MaskGAN: Towards Diverse and Interactive Facial Image ManipulationMaskGAN allows the end-user to edit a segmentation mask which is used as a condition to apply face style manipulations interactively. The…Jul 9, 2020Jul 9, 2020
Mustafa QamaruddininSci-NetCross-Validation Strategies for Time Series ForecastingTime series modeling and forecasting are tricky and challenging. The i.i.d ( identically distributed independence ) assumption does not…May 3, 20191May 3, 20191
Mustafa QamaruddininSci-NetObjective Functions in Deep LearningIn this report, I shall summarize the objective functions ( loss functions ) most commonly used in Machine Learning & Deep Learning. I…Apr 30, 2019Apr 30, 2019
Mustafa QamaruddininSci-NetHow to become an expert in Computer Vision?The question has been puzzling me for quite a while; How to become an expert in Computer Vision? And by an expert, I mean as a software…Jan 28, 2019Jan 28, 2019
Mustafa QamaruddininSci-NetUseful Resources for Quantum ComputingQuantum Computing & Quantum Information is the promising future of Computer Science. Quantum Computing is making a disruption in areas…Jan 28, 2019Jan 28, 2019
Mustafa QamaruddininSci-NetArtificial Intelligence, Smart Cities & Intelligent Water in MENAWater is one of our most precious natural resources, yet its availability has been severely impacted by the industrial revolution and…Jan 25, 2019Jan 25, 2019
Mustafa QamaruddininSci-NetQuantum Finance: Quantum Computing Applications in High-Frequency TradingFinance sector key-role players should be acquainted with quantum finance and the potentials it has for them. Just like how digital…Jan 22, 2019Jan 22, 2019
