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Brown Deep Learning Day 2020

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  • Overview
  • Participants (352)
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Connect with the participants – support your favorite projects by liking, sharing, and commenting on them.
Motion of the Ocean
Motion of the Ocean

Use reinforcement learning to train a visual model to move naturally like a human

zubiagop129 Zubiago chrisluke Lucas Schroeder
0 6
Wow, I love that: detecting sarcasm with neural networks
Wow, I love that: detecting sarcasm with neural networks

Detecting whether a comment on social media is sarcastic is a difficult task. We were interested in using deep learning and neural networks to determine if a social media comment is sarcastic.

Jacob DiSpirito Charles Cutting Ariana Barzinpour
3 32
Optimizer^3
Optimizer^3

Implementing an existing paper that provides an architecture for LSTM based meta-learning.

Chace Hayhurst Dichuan Gao Alexander Brown Alexander Young
0 4
Deep Image clustering of Mars Orbital Survey (DeIMOS)
Deep Image clustering of Mars Orbital Survey (DeIMOS)

Clustering of Martian surface image data from NASA's HiRISE.

Joe Han George Hu Lee Ding
5 10
NLP Oncology
NLP Oncology

Predicting the presence of cancer and cancer status through natural language processing

spenCM Cheleden Ella Liang Yunxin Deng Jasrine Dham
2 5
BlueNose
BlueNose

A deep learning model to classify the smell of a molecule.

Will Hayward Christos Michaelides kaanozulkulu
1 14
Stock Market Prediction with LSTMs
Stock Market Prediction with LSTMs

We implement a paper that performs stock market prediction with three different neural networks using LSTM: single LSTM, stacked LSTM, and attention LSTM.

Chun Park ubhetuwal Hakan Samli
5 23
Improve ICU Prediction Tasks Using Clinical Notes
Improve ICU Prediction Tasks Using Clinical Notes

With the current pandemic hospital management is extremely important. We implement a model to help aid hospital management by attempting to predict in hopital mortality of a set of patients.

Neal Mahajan Drake Wilde Solomon Boukman
0 0
Stonks
Stonks

Using stock history and Twitter sentiment analysis to predict weekly changes in stock price.

Jack Dermer Benjamin Givertz Georgia Gallant
2 13
DeepCodi
DeepCodi

Coronavirus Diagnosis Using Deep Neural Networks

Matthew Rodrigues Adam Berkley Chris Cataldo Aaron Wang
4 18
Team Ankylosaurus
Team Ankylosaurus

Using CNNs to fit meshes to point clouds.

David Charatan Solon James Grace Deng
1 5
Deep F: Growing Deeper Roots
Deep F: Growing Deeper Roots

Merging Deep Neural Networks & Random Forests :)

Shalin Patel Hannah Gross Kyran Flynn
0 9
DeepKart64
DeepKart64

Reinforcement learning neural network that plays Mario Kart 64.

n-young Young Floria Tsui Kyle Reyes Raj Paul
1 19
Few Shot Learning with LSTMs for Image Classification
Few Shot Learning with LSTMs for Image Classification

Few shot learning for image classification

Justin Sanders A M Gus VanNewkirk gvannewk Vannewkirk
2 6
Timeseries Classification with HA-TCN for Stress Levels
Timeseries Classification with HA-TCN for Stress Levels

- This project aims at developing an end-to-end hierarchical attention based temporal convolutional network (HA-TCN) to classify stress levels

Juan David Muneton Julia Windham Jacob Zeldin
3 6
Classifying Cardiac Arrhythmias using Spectral Imaging
Classifying Cardiac Arrhythmias using Spectral Imaging

Can different types of arrhythmias be classified simply by investigating the spectrogram of the signal?

William Rudman Jack Merullo
0 8
Transformers for Music Generation
Transformers for Music Generation

Creating new musical pieces using sequence based modeling!

Dante Rousseve Joseph Feinstein Ryan Sawyer Grace Bramley-Simmons
4 13
[OBSOLETE - CAN DELETE]
[OBSOLETE - CAN DELETE]

Reinforcement learning neural network that plays Mario Kart 64.

n-young Young Floria Tsui Raj Paul Kyle Reyes
0 0
Shallow Residual Network For Image Classification
Shallow Residual Network For Image Classification

Implementation of the ResNet for Image Classification

Min Seong Kang Yingjie Xue
0 3
Deep Yelping
Deep Yelping

This is our Deep Learning Final project outline!

cameronwenzel Wenzel sarasyed00 Syed Micah Bruning abbydichter
1 26
Picky Eats
Picky Eats

Predicting Yelp Restaurant Ratings with Photos!

Seo Hyun (Lina) Lim Daniel Chey Erica Li Brandon Lee
3 19
Vocal Isolation
Vocal Isolation

Making a model that, given a song or recording, can isolate, extract, and output the vocals of the song with as little interference from background noise as possible!

Benjamin Hurd aaronjennis Jennis
2 11
JKJK
JKJK

A Re-Implementation of Visual Question Answering

Jacob Yu Linghai Liu Jayden Yi yangyuegly Yang
4 8
Bringing Emotion Back into Sentiment Analysis
Bringing Emotion Back into Sentiment Analysis

Implementing this paper: https://arxiv.org/pdf/1911.12569.pdf

Clive Johnston Damian Wasilewicz
0 17

49 – 72 of 113

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