Amirhossein AbaskohiNavigating Transformers: A Comprehensive Exploration of Encoder-Only and Decoder-Only Models, Right…Introduction9 min read·Aug 16, 2023--2--2
Amirhossein AbaskohiZero and Few Shot LearningIn this story, I am going to talk about one of the trending topics in different domains of machine learning and deep learning, from natural…8 min read·Jun 23, 2022----
Amirhossein AbaskohiA Review On DistilBERTDistilBERT is a language model designed by HuggingFace to achieve BERT model performance with fewer parameters, resulting in a quicker…4 min read·Apr 20, 2022----
Amirhossein AbaskohiWord embeddingWord embedding is a phrase used in natural language processing (NLP) to describe the representation of words for text analysis, which is…8 min read·Dec 1, 2021----
Amirhossein AbaskohiText cleaning and text preprocessingIn this article, I will introduce you to various ways of text preprocessing which is one the most important levels of and NLP project. Here…7 min read·Nov 27, 2021----
Amirhossein AbaskohiR-CNNs and Object detection algorithmsObject detection is unquestionably one of the most significant challenges in the field of computer vision. One method for this job is…6 min read·Aug 8, 2021----
Amirhossein AbaskohiA quick review on “Listen, Attend and Spell” paperAuthors: William Chan, Navdeep Jaitly, Quoc V. Le, Oriol Vinyals7 min read·Jul 25, 2021----
Amirhossein AbaskohiWhat are RNNs and different types of them? What are Seq2Seq and Encoder-Decoder models?A recurrent neural network (RNN) is a class of artificial neural networks where connections between nodes form a directed graph along a…5 min read·Jul 25, 2021--1--1
Amirhossein AbaskohiA quick review of ”Wav2Vec : Unsupervised pre-training for speech recognition” paperAuthor : Amirhossein Abaskohi4 min read·Jul 21, 2021--1--1