past

Image Captioning

Combining Image embeddings from Resnet and text embeddings from LSTM to generate captions for images.

Image Captioning

Implementing multiple Neural Dynamic models of single cell and population models

Investigating the role of the parameters in biological models of neurons.

Implementing multiple Neural Dynamic models of single cell and population models

Investigating the role of Imitation and Emulation in Decision Making

Answer the question when our brain decides to imitate or emulate.

Investigating the role of Imitation and Emulation in Decision Making

Machine translation with transformers (English to Persian)

Taking advantage of transformers to build an English to Persian Translator.

Machine translation with transformers (English to Persian)

Multi-Agent Deep Reinforcement Learning for Fighting Forest Fires

Train a multi agent system of drones to prevent fires in an implemented forest environment.

Multi-Agent Deep Reinforcement Learning for Fighting Forest Fires

Network routing with multi-armed bandit algorithms

Implementing multi-armed bandit algorithms like UCB and epsilon greedy for network routing application.

Network routing with multi-armed bandit algorithms

Relation Extraction Via Reccurent Neural Neworks

Extracting Relations from Sentences using LSTMs.

Relation Extraction Via Reccurent Neural Neworks

Semantic segmentation with Segnet

using Deep Neural Networks for segmenting images of Camvid dataset.

Semantic segmentation with Segnet

Using Apache Spark for NLP and Machine Learning tasks

multiple machine learning task like PCA, classification with mlp, Regression and creating bigram and trigram.

Using Apache Spark for NLP and Machine Learning tasks