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Brown Deep Learning Day Fall 2021

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Connect with the participants – support your favorite projects by liking, sharing, and commenting on them.
Racial Bias & the Loaded Language of Gun-Violence Reporting
Racial Bias & the Loaded Language of Gun-Violence Reporting

For our project, we are investigating racial bias in American media’s reporting of gun-violence-related incidents by analyzing Professor Pavlick’s gun violence database: http://gun-violence.org/.

Arun Chintalapati Kunal Handa
6 9
Machine Composed Music using Deep Neural Networks
Machine Composed Music using Deep Neural Networks

Using the power of a generative adversarial network (GAN) trained on a public classical music dataset, we aim to create classical music that is not only listenable, but interesting and complex.

Mason Burke theSStranger davidlauerman
3 5
Winners and Whiners: Applying Deep Learning to the NBA
Winners and Whiners: Applying Deep Learning to the NBA

We utilized two models: a live-time play-by-play LSTM and a dense model that utilized player/team stats We closely model important features of data that we believe are domain specific to basketball.

Mithun Ramesh Alan Arocho Ethan Polley Joseph Beatty
0 11
Generating English Poetry from Text Image
Generating English Poetry from Text Image

Our group aims to make the process of poetry creation as easy as uploading a text image, and our model generates a beautiful poem based on it.

Xinyu Song Yuming Fu Yongxuan Fu
6 27
Text Simplifier
Text Simplifier

Simplifies the given English text input

Anh Truong William Sun En-Hua Holtz Siddharth Diwan
2 12
The Making of Cher’s Closet
The Making of Cher’s Closet

“Inspired by Cher's DressMe from the iconic movie, "Clueless", we seek to implement a fashion-informed deep learning model geared toward outfit generation.

hmehiraki Hiraki ddtamesis Tamesis Austin DeStefanis
5 5
Deep Reinforcement Learning Transformers in StarCraft II
Deep Reinforcement Learning Transformers in StarCraft II

We will combine our knowledge of deep learning from this course and our background in reinforcement learning to create deep reinforcement learning models to solve the tasks in SC2 video game.

Hyuk Ahn Jinwoo Choi
1 9
Generating Image Descriptions
Generating Image Descriptions

Using deep learning to generate captions for images.

12345Mandy He Sophia Liu Ria Rajesh
4 23
Implementing rNVP to learn distributions
Implementing rNVP to learn distributions

We look to implement real-value non-volume preserving transformations (https://arxiv.org/pdf/1605.08803.pdf) to learn distribution parameters through maximum likelihood.

shaunk13 Kohli dmanzan1 Paul Muser An Vo
3 3
LSTM Based Poems Writing Style Recognition Analysis
LSTM Based Poems Writing Style Recognition Analysis

Build a Long short-term memory (LSTM) network model that can find and reveal the right poet given a part of a poem

Zi (Zoey) Yang ennuiiii KatherineHuang1 Huang
2 16
Artificial Unintelligence
Artificial Unintelligence

Intelligently Unintelligent #learningdeeply

darcher-1 Archer Mathijs Deetman
2 5
gta5-self-driving
gta5-self-driving

Never crash your whip ever again in GTA5

zjk97 Zhang Brandon Sohn
5 9
Detecting Suicidal Intent in Tweets Using a Time-Aware LSTM
Detecting Suicidal Intent in Tweets Using a Time-Aware LSTM

We are detecting suicidal intent in tweets using a time-aware transformer based model. This incorporates both the tweet itself and past history of a user's tweets.

Brandon Yan April Xu Manav Chakravarthy
3 30
Predicting Pipe Flow With Neural Networks
Predicting Pipe Flow With Neural Networks

Simulating pipe flow using convolution and auto encoders much more efficiently than FEM!

Joshua Neronha Jason Gong Alexander Koh-Bell
4 2
Contrastive Self-Supervised Image Classification with SimCLR
Contrastive Self-Supervised Image Classification with SimCLR

Training an image classifier without using labels by building a model that can generate labels needed for training from the images themselves!

Bader Alabdulrazzaq David Young Jacob Frausto
1 3
Optimizing Neural ODEs for Web Traffic Forecasting
Optimizing Neural ODEs for Web Traffic Forecasting

Want to predict stocks? weather? traffic? Predict temporal datasets with our new Neural ODE - GRU-D architecture

Madhav Ramesh Brian Sutioso Klu002 Lu Matthew Meeker
7 4
Traffic Sign CNN Classifier
Traffic Sign CNN Classifier

Traffic Sign classification using a Convolutional Neural Network

Sebastian Martino
1 8
CNN You See What I See: Interpreting Deep Learning Models
CNN You See What I See: Interpreting Deep Learning Models

Using Concept Activation Vectors to understand how deep learning models learn to classify images

Neil Xu Vignesh Pandiarajan Suraj Anand Zeynep  Aydin
3 3
Segmenting exons and introns from DNA sequences
Segmenting exons and introns from DNA sequences

We explore different deep learning architectures to segment DNA sequence with nucleotide-level resolution.

Christopher Hong Chang Yu
0 4
CipherBusters
CipherBusters

Automatically busting classical ciphers 👻

Alexander Ding John Chung Megan Frisella
2 5
Using Neural Networks to Predict Fantasy Football Scores
Using Neural Networks to Predict Fantasy Football Scores

Eli Shea and Zach Huang

Eli Shea Zachary Huang
1 8
Trix with Pix
Trix with Pix

An implementation of Pix2Pix that creates facades from blueprints

Christopher Bravo Rohan Gupta rvpant
0 1
Fingerprint Image Neural Embeddings
Fingerprint Image Neural Embeddings

Fingerprint recognition using deep learning!

Nicholas Springer Neil Ramaswamy
3 18
NeuroDet
NeuroDet

Classifying brain tumor MRI images as their subtypes using different neural network architectures can reduce the need for invasive diagnostic procedures like brain biopsies.

Alexandra Wong Hyeyeon Hwang VicXekro Victor Youdom
3 21

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