Sahil SheikhLink Prediction in GNNs Made Easy- Deep Graph Library (DGL)I have worked on a few GNN projects before in which I have used Neo4j’s Graph Data Science Library and PyTorch Geometric. Recently I came…May 11May 11
Sahil SheikhFine-Tuning Language Models using FastAIIf you have ever tried to fine-tune a transformers based model like GPT2, you must have come across a lot of challenges like I did. Whether…Jul 3, 20231Jul 3, 20231
Sahil SheikhExploring SageConv: A Powerful Graph Neural Network ArchitectureGraph Neural Networks (GNNs) are a class of deep learning models that are designed to operate on graph-structured data. They have shown…May 1, 20231May 1, 20231
Sahil SheikhRecommendation System using Knowledge Graphs and Machine LearningFor the past couple of weeks I have been working on a project for a client. They wanted a product recommendation system for their customers…Apr 21, 20231Apr 21, 20231
Sahil SheikhBuilding and Training Deep Learning Models Faster with PyTorch LightningBeing a research enthusiast and a PyTorch lover (sorry Tensorflow), I have always loved using the PyTorch library for my Deep Learning…Feb 25, 2023Feb 25, 2023
Sahil SheikhUnleashing Creativity with Muse: The Cutting-Edge Text-to-Image Generation ModelMeet Muse — the next-generation Text-to-Image Transformer AI model that’s changing the game! With its use of discrete tokens and…Feb 11, 2023Feb 11, 2023
Sahil SheikhRevolutionizing Video Editing with AI (Text2Live paper explained)Being a content creator, I’ve always wondered if there exists a way through which we can quickly edit videos the way we want, just by…Feb 5, 2023Feb 5, 2023
Sahil SheikhUnsupervised Image-to-Image translation (FUNIT paper explained)Have you ever tried to solve an image translation (converting an image from one category to another) problem in your computer vision…Jan 28, 2023Jan 28, 2023
Sahil SheikhFew-shot learning in Image ClassificationHave you ever come across a situation, where you require a model which is able to classify your images into different categories, but you…Jan 22, 2023Jan 22, 2023
