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J. Ryan Shue's Projects

4dgaussians icon 4dgaussians

4D Gaussian Splatting for Real-Time Dynamic Scene Rendering

bert icon bert

Implementation of the paper "BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding" from scratch.

dcgan icon dcgan

Functional implementation of the paper "Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks"

deepsdf icon deepsdf

Learning Continuous Signed Distance Functions for Shape Representation

efficientnet icon efficientnet

Implementation of the paper "EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks" from scratch

kaolin-wisp icon kaolin-wisp

NVIDIA Kaolin Wisp is a PyTorch library powered by NVIDIA Kaolin Core to work with neural fields (including NeRFs, NGLOD, instant-ngp and VQAD).

ldif icon ldif

3D Shape Representation with Local Deep Implicit Functions.

lighthouse-hacks icon lighthouse-hacks

Hackathon project: intuitive user interface for all school happenings to bring schools closer during Covid.

mobilenetv2 icon mobilenetv2

Implementation of the paper "MobileNetV2: Inverted Residuals and Linear Bottlenecks" from scratch.

nfd icon nfd

Official codebase for the paper "3D Neural Field Generation using Triplane Diffusion"

occupancy_networks icon occupancy_networks

This repository contains the code for the paper "Occupancy Networks - Learning 3D Reconstruction in Function Space"

plastik icon plastik

Mockup for Plastik, Generative AI for Industrial Design.

review-analysis icon review-analysis

Given an Amazon movie review, will predict how many stars the review got. Useful for people who have a review in mind, but aren't sure how many stars to give fairly. LSTM with TensorFlow, Flask API integration, HTML/CSS frontend.

ryannn icon ryannn

Neural Net implementation from scratch

siren icon siren

Official implementation of "Implicit Neural Representations with Periodic Activation Functions"

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