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Mohammad Saeid's Projects

efficient-capsnet icon efficient-capsnet

Official TensorFlow code for the paper "Efficient-CapsNet: Capsule Network with Self-Attention Routing".

imagenet-datasets-downloader icon imagenet-datasets-downloader

ImageNet dataset downloader. Creates a custom dataset by specifying the required number of classes and images in a class.

label-free-cbm icon label-free-cbm

A new framework to transform any neural networks into an interpretable concept-bottleneck-model (CBM) without needing labeled concept data

mentalllama icon mentalllama

This repository introduces MentaLLaMA, the first open-source instruction following large language model for interpretable mental health analysis.

mmbt icon mmbt

Supervised Multimodal Bitransformers for Classifying Images and Text

protopnet icon protopnet

This code package implements the prototypical part network (ProtoPNet) from the paper "This Looks Like That: Deep Learning for Interpretable Image Recognition" (to appear at NeurIPS 2019), by Chaofan Chen* (Duke University), Oscar Li* (Duke University), Chaofan Tao (Duke University), Alina Jade Barnett (Duke University), Jonathan Su (MIT Lincoln Laboratory), and Cynthia Rudin (Duke University) (* denotes equal contribution).

prototree icon prototree

ProtoTrees: Neural Prototype Trees for Interpretable Fine-grained Image Recognition, published at CVPR2021

social-media-depression-detector icon social-media-depression-detector

:pensive: :disappointed: :persevere: :confounded: :weary: Detect depression on social media using the ssToT method introduced in our ASONAM 2017 paper titled "Semi-Supervised Approach to Monitoring Clinical Depressive Symptoms in Social Media"

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