PinnedNilesh BarlainPerceptronAIReview: Spectral normalization for GANsGenerative adversarial networks or GANs are one of the most popular methods to generate samples. They are implicit models which means that…3 min read·Nov 24, 2021----
PinnedNilesh BarlainPerceptronAIAdvances in Natural Language ProcessingAn overview of how NLP evolved over the years16 min read·Mar 16, 2021--1--1
Nilesh BarlaEnhancing Language Models through Retrieval Augmented GenerationRetrieval Augmented Generation (RAG) emerges as a promising approach to overcome challenges faced by Language Model (LLM) systems. LLMs…11 min read·Mar 20, 2024----
Nilesh BarlainPerceptronAIFine Tuning BERT: Multilabel Text ClassificationIt is not news for the NLP community that the state-of-the-art pre-trained language model BERT (Bidirectional Encoder Representations from…6 min read·Jun 24, 2020----
Nilesh BarlainAnalytics VidhyaDetecting Outliers and its TreatmentExperiments and observations8 min read·Mar 13, 2020--1--1
Nilesh BarlainAnalytics VidhyaStyle Transfer with Deep LearningImplementation with Pytorch9 min read·Nov 15, 2019----
Nilesh BarlainAnalytics VidhyaUnderstanding Gradient DescentImplementation with Numpy7 min read·Oct 24, 2019----
Nilesh BarlaBuilding a Decision tree regression model from scratch — Part 1Knowing and understanding your algorithm6 min read·Oct 16, 2019--3--3
Nilesh BarlaArtificial Intelligence over a cup of coffee — The DawnFrom inception to reality and beyond11 min read·Oct 4, 2019----
Nilesh BarlaElemental Knowledge of Data Science and role of a Data scientistWe certainly must have heard a buzz about Big Data and AI and of course Data science. I have read a lot of article about all the above and…4 min read·Sep 16, 2019----
