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Jun-Hyun Bae's Projects

adabelief-optimizer icon adabelief-optimizer

Repository for NeurIPS 2020 Spotlight "AdaBelief Optimizer: Adapting stepsizes by the belief in observed gradients"

avalanche icon avalanche

Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

bowling icon bowling

Codes for Bowling Application, using Android Studio and Java (python)

cobra icon cobra

On-device voice activity detection (VAD) powered by deep learning.

confusion_matrix icon confusion_matrix

Contains cf_matrix.py file with a function to make a pretty visualization of a confusion matrix.

fast-weight-memory-public icon fast-weight-memory-public

Official code repository of the paper Learning Associative Inference Using Fast Weight Memory by Schlag et al.

fastformers icon fastformers

FastFormers - highly efficient transformer models for NLU

metashift icon metashift

MetaShift: A Dataset of Datasets for Evaluating Contextual Distribution Shifts and Training Conflicts (ICLR 2022)

ocp icon ocp

https://opencatalystproject.org/

passt icon passt

Efficient Training of Audio Transformers with Patchout

rebias icon rebias

Official Pytorch implementation of ReBias (Learning De-biased Representations with Biased Representations), ICML 2020

tedscraper icon tedscraper

💬 scrape TED talk data including transcripts in over 100 languages from TED.com

vib-pytorch icon vib-pytorch

Pytorch implementation of Deep Variational Information Bottleneck

vit-pytorch icon vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

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