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AI @ CMU SCS Undergrad

I'm passionate about researching diverse topics in deep learning.

Reach out to me via
dongkyuk at andrew dot cmu dot edu

DK's Projects

activeshiftlayer icon activeshiftlayer

Pytorch implementation of "Constructing Fast Networkthrough Deconstruction of Convolution"

alexnet-pytorch icon alexnet-pytorch

Pytorch Implementation of AlexNet. "Ten Papers && Ten Implementations"

audiocraft-token-merging icon audiocraft-token-merging

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.

chexfusion icon chexfusion

[ ICCV CVAMD 2023] Official implementation of "CheXFusion: Effective Fusion of Multi-View Features using Transformers for Long-Tailed Chest X-Ray Classification" 🏆 1st place solution 🏆 for the ICCV CVAMD 2023 Shared Task: CXR-LT: Multi-Label Long-Tailed Classification on Chest X-Rays.

cmumaps icon cmumaps

CmuMaps is an indoor navigation system I made in 24hrs during HackCMU

dacon-multi-mnist icon dacon-multi-mnist

Dacon Computer Vision Competition (🥇 4th place) https://dacon.io/competitions/official/235697/overview/

dlb-pytorch icon dlb-pytorch

A minimalist unofficial implementation of "Self-Distillation from the Last Mini-Batch for Consistency Regularization"

dolg-pytorch icon dolg-pytorch

Unofficial PyTorch Implementation of "DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global Features"

hearme icon hearme

HearMe is a cross platform mobile application providing a novel way to stay aware of people calling you. It is the winner of the Microsoft Azure Champ Prize 🏆 for TartanHacks 2021.

kaggle_ncaa icon kaggle_ncaa

Prediction Model for 2021 NCAA basketball tournament

lenet-pytorch icon lenet-pytorch

Pytorch implementation of LeNet. Includes parse options to change optimizer, epoch size, lr rate, momentum and etc. "Ten Papers && Ten Implementations"

lol-win-prediction icon lol-win-prediction

League of Legends win prediction using only player summoner names, selected roles and champions.

patchconvnet-pytorch icon patchconvnet-pytorch

Unofficial PyTorch Implementation of "Augmenting Convolutional networks with attention-based aggregation"

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