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Brown Deep Learning Day Fall 2022

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  • Overview
  • My projects
  • Participants (208)
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Connect with the participants – support your favorite projects by liking, sharing, and commenting on them.
Music Genre Classification DL Final Project
Music Genre Classification DL Final Project

CNN for music genre classification

natcasd DePiero sashliu Liu juliekaram
0 0
A Golden oBERTunity: Siamese DistilBERT for Summarization
A Golden oBERTunity: Siamese DistilBERT for Summarization

We built a TensorFlow version of MATCHSUM, a PyTorch extractive summarization model ranked #1 globally for summarizing CNN/DM (Cable News Network/Daily Mail) news articles.

Braxton Morrison Calvin Bauer Jacob Bartolomei
0 0
Deep Learning PINN
Deep Learning PINN

PINN project

Nathan Nguyen Nathan Haronian lukas90275 Mason Lee
0 0
Pup Quiz
Pup Quiz

In this project, we attempt to see whether segmentation of image backgrounds improves classification of dog images.

pranavmahabs Mahableshwarkar Allison Hsieh Joe Dodson
0 2
SAAIV: Reconstructing Velocity/Pressure Fields on the Brain.
SAAIV: Reconstructing Velocity/Pressure Fields on the Brain.

Removing barriers with scientific machine learning

Juan Diego Toscano
0 0
Lie Detection
Lie Detection

IGNORE UNTIL I FIGURE OUT HOW TO DELETE

Henry Lucco jhagiwar w s julianne rudner
0 0
Eye See You
Eye See You

eye gaze prediction using deep learning

Ji Won Chung Anita De Mello Koch Arthur Chen
0 1
Soccer Image Multi-Label Captioning
Soccer Image Multi-Label Captioning

For our project, we want to classify soccer photos into predetermined categories

Henry Donahue Amol Sanghera William Bednarz
0 3
Nowcasting US Unemployment Rates Using Neural Networks
Nowcasting US Unemployment Rates Using Neural Networks

We plan to create a model using deep learning techniques to predict US unemployment rates based on "Nowcasting US GDP Using Tree-Based Ensemble Models and Dynamic Factors" (Soybilgen and Yazgan 2021)

Jay Philbrick Shivani Mendiratta
0 0
Fax&Knowledge COVID-19 Fact Checker
Fax&Knowledge COVID-19 Fact Checker

Deep Learning Final Project

Josue Cruz
0 3
Improving Self-Attention Mechanisms for Book Classification
Improving Self-Attention Mechanisms for Book Classification

A deep-learning model that classifies books by genre

Iris Cheng Cali Rivera livgimenes Gimenes
0 0
Deep learning  for dynamical systems
Deep learning for dynamical systems

Given the data from a dynamical system, we want to predict the evolution of its trajectory.

Alan John Varghese Nikhil Kadivar
0 0
Canonical Neural Fields
Canonical Neural Fields

Aligning all NeRFs to a single pose-invariant canonical frame

Rahul Sajnani
3 0
AlphaChef
AlphaChef

Build a seq-to-seq model to generate recipes from food videos.

Aiden Shen Chenhao Lu Nan Chen Ziao Zhang
1 0
Chemistry experiment Website using Flask
Chemistry experiment Website using Flask

Used Flask app to build a website to host several experiments that convert lab experiments to pictorial depictions of said experiments with voice-over

aditi Thamankar
0 0
Mind Readers
Mind Readers

Reconstructing natural images from fMRI data.

alex Halpin JungKyle Jung Anoop Reddi
0 2
Text Summarization using the Transformer Model
Text Summarization using the Transformer Model

The vast amount of online communication can cloud a reader’s judgment. Our project aims to utilize seq2seq models and attention mechanisms to summarize textual inputs abstractedly.

Veer Arora BubbleJoe-BrownU Zheng Ray Wang
1 0
Project Stop Lights
Project Stop Lights

Ever been frustrated with drivers who roll through stop signs? Our deep learning-powered app can help monitor and report drivers who do this.

John Finberg
1 0
N-ELL-P
N-ELL-P

Given an essay, our model will rate it on a scale from 1 - 5 based on cohesion, syntax, vocabulary, phraseology, grammar, and conventions.

Patrick Peng Alan Chen Ivan Lee Michael Lu
2 0
Coding Cupids - Love Letter Generator
Coding Cupids - Love Letter Generator

For our project we want to build a love-letter generator to revive modern romance. Users will input their recipient and we will generate a love letter (chunk of text) tailored to them.

Manuel Quezada Samantha Gundotra Jose Urruticoechea
0 0
Bitrate adaptation for video streaming using RL
Bitrate adaptation for video streaming using RL

A great video streaming experience.

Ayush Bhardwaj FNU Abdul Manan Henry Sowerby
0 0
AutoMIDI
AutoMIDI

GAN generated Jazz Music

Xingjian Hao Yu Zhong
0 0
Singing Shallow Learners
Singing Shallow Learners

Music generation with WaveNet

Yutong Wang Zhijun Liu Rosanna Zhao ssongx
3 0
Not a GAN
Not a GAN

We will be reimplementing the paper that introduced GANs.

Joshua Kruzan Helen Huang Pavani Nerella
0 0

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