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seunghee-koh's Projects

aws-cv-unique-information icon aws-cv-unique-information

We define and estimate smooth unique information of samples with respect to classifier weights and predictions. We compute these quantities for linearized neural networks.

bytenet.pytorch icon bytenet.pytorch

A pytorch implementation of the Bytenet network for neural machine translation.

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

naviairway icon naviairway

NaviAirway: a Bronchiole-sensitive Deep Learning-based Airway Segmentation Pipeline

piggyback-gan-pytorch icon piggyback-gan-pytorch

Implementation of the paper PiggybackGAN (ECCV 2020) as part of ML reproducibility challenge.

rlb-mi icon rlb-mi

This is a PyTorch implementation of the paper "Reinforcement Learning-Based Black-Box Model Inversion Attacks" accepted by CVPR 2023.

rumor_rvnn icon rumor_rvnn

Source Codes: Rumor Detection on Twitter with Tree-structured Recursive Neural Networks -- ACL 2018

saint icon saint

The official PyTorch implementation of recent paper - SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive Pre-Training

siamdw icon siamdw

[CVPR'19 Oral] Deeper and Wider Siamese Networks for Real-Time Visual Tracking

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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