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aascode's Projects

funmatch-distillation icon funmatch-distillation

TF2 implementation of knowledge distillation using the "function matching" hypothesis from https://arxiv.org/abs/2106.05237.

fusenet icon fusenet

Deep fusion project of deeply-fused nets, and the study on the connection to ensembling

gailbot-2019 icon gailbot-2019

Automated Conversation Analysis transcription and manipulation tool developed at the Tufts Human Interaction Lab

gazedeploy icon gazedeploy

On gaze deployment to audio-visual cues of social interactions

gazeml icon gazeml

Gaze Estimation using Deep Learning, a Tensorflow-based framework.

gazeml-keras icon gazeml-keras

A keras port of swook/GazeML for pupil, iris and eye-lid detection

geo-mapping-of-entities-using-bert icon geo-mapping-of-entities-using-bert

This project aims to build a model that enables researchers to make quantitative arguments about environmental awareness and cultural change. The dataset has been taken from reddit which has the data from local news of the region for which we are analyzing the environmental changes and also from scholarly articles. We will be using an open-sourced neural network-based technique for Natural Language Processing called BERT (Bidirectional Encoder Representations from Transformers). BERT has been pre-trained on the whole English Wikipedia and can be further fine-tuned on smaller task-specific datasets.

geras icon geras

Accuracy comparison of a Bayesian Network and an LSTM in detecting Alzheimer's symptoms on the Pitt Corpus: https://dementia.talkbank.org/access/English/Pitt.html

gm-tcnet icon gm-tcnet

Accepted by Journal of Speech Communication (CCF-B).

gsoc18_redhenlab icon gsoc18_redhenlab

A modular pipeline to extract several facial features from videos such as face landmarks, eye gaze direction, head pose and Action Units

har-joint-model icon har-joint-model

AROMA: A Deep Multi-Task Learning Based Simple and Complex Human Activity Recognition Method Using Wearable Sensors

hate-speech-detection-survey icon hate-speech-detection-survey

Trained Neural Networks (LSTM, HybridCNN/LSTM, PyramidCNN, Transformers, etc.) & comparison for the task of Hate Speech Detection on the OLID Dataset (Tweets).

hctsa icon hctsa

Highly comparative time-series analysis code repository

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