Name: Sina Mohseni
Type: User
Company: Texas A&M University
Bio: PhD Candidate | Interpretable ML, Deep Learning Safety, Visual Analytics and HCI Researcher | ex-Bosch, ex-Nvidia Intern
Location: College Station, Texas
Blog: http://people.tamu.edu/~sina.mohseni/
Sina Mohseni's Projects
This is a visual analytic tool to visualize and classify user interactions from text analysis history
A curated list of awesome Machine Learning frameworks, libraries and software.
Reference tables to introduce and organize evaluation methods and measures for explainable machine learning systems
A Visual Analysis Tool to for Interaction Logs in Text Analysis
COCO API - Dataset @ http://cocodataset.org/
This is a repository for COVID19 Misinformation Detection project
Introduction to Deep Neural Networks with Keras and Tensorflow
DeepVis Toolbox
Deep Learning Tutorial notes and code. See the wiki for more info.
This is a tool to capture user feedback for text classification
This is a code to convert/translate captured low level user interactions in text analysis provenance dataset to high level user actions
This is the Intelligent User Interface class project repo [IUI Class project]
This is the interface and data analysis script for the DARPA XAI project - TAMU
A simple visualization design for user interactions in text analysis
Machine learning metrics for distributed, scalable PyTorch applications.
This is a benchmark to evaluate machine learning local explanaitons quality generated from any explainer for text and image data
The Official PyTorch Implementation of "NVAE: A Deep Hierarchical Variational Autoencoder" (NeurIPS 2020 spotlight paper)
Text summarization with OpenNMT
My Personal Webpage
This is a visual analytic tool to visualize and explore analytic provenance data in text exploration scenarios.
This repository the implementation of our UDL Workshop submission at ICML 2019 https://arxiv.org/pdf/1905.07679.pdf
Text document classification and summarization
This is a project to classify user actions by their data topic in a text analysis task
A simple user interface for interpretable classifier for information extraction from online healthcare forums
virtual env setup for TAMU fake news detection project