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YCombinator AI Landscape (Summer 2023)
Premise: Y Combinator has a strong track record of funding successful startups in various industries. According to their website, 39% of...
Hina Dixit
Dec 13, 20236 min read
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Attention Mechanism in NLP
The attention mechanism in deep learning is like a spotlight that helps a model focus on specific parts of input data when making...
bhuvanp
Sep 8, 20234 min read
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Multimodal Models Explained: Combining Different Data Types for Better AI
Multimodal models are a rapidly growing area of artificial intelligence that focuses on combining different data types, such as text,...
Hina Dixit
Sep 4, 20238 min read
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Introduction to Transformers in Machine Learning
Transformers are a type of neural network architecture that has gained popularity in recent years, particularly in the field of natural...
Hina Dixit
Aug 28, 20234 min read
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Hyperparameter Tuning and Bayesian Optimization: A Comprehensive Guide
Hyperparameter tuning is an essential step in training machine learning models, as it helps find the best set of hyperparameters that...
Hina Dixit
Aug 16, 20232 min read
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Generalization in Neural Networks and the Slicing Mutual Information Research Paper
Generalization is a crucial aspect of neural networks, as it refers to the model's ability to learn from given data and apply the learned...
Hina Dixit
Aug 15, 20232 min read
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Hina Dixit
Aug 16, 20220 min read
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Blockchain insights by Prof. Dan Boneh (Stanford)
Hello, I attended Stanford HAI's event on Blockchain today. Here are excerpts from the event: Event: Stanford University HAI Speaker:...
Hina Dixit
Aug 7, 20223 min read
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MIT AI Conference 2022
Prof Antonio Toralba AI has been trying to figure out a way to learn from data without labels just like humans do. So far,...
Hina Dixit
Aug 6, 20226 min read
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Deep Learning Session ICML 2022
How Momentum improves generalization in deep learning The main aim of deep learning is to build an artificial neural network based on...
Hina Dixit
Aug 5, 202210 min read
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ICML 2022 Highlights
I had the pleasure of attending the ICML conference held in Baltimore. Here are a few highlights from the sessions I attended. Learning...
Hina Dixit
Aug 3, 20228 min read
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Understanding Generative Adversarial Networks (GANS)
Introduced by Goodfellow et al. in NeurIPS (2014), generative adversarial networks (GANs) are an exciting recent innovation in machine...
Hina Dixit
Nov 7, 20213 min read
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