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followers: 326.0 following: 34.0 repos: 51.0 gists: 2.0

Name: ByungSoo Ko

Type: User

Company: Meta

Bio: Research Engineer in Deep Learning and Computer Vision

Location: Toronto

Blog: https://www.linkedin.com/in/byungsooko/

Hi, I'm Byungsoo 👋🎃

I'm a researcher and developer 🐛🐛🐛

🏢 I'm currently working at Meta as a machine learning engineer.
🏢 I worked at NAVER as a research engineer.

Connect with me:

👔 linkedin | 📰 google scholar | 🏃 kaggle | 🏡 blog | 🐦 twitter

📑 Latest Research

📜 VVS: Video-to-Video Retrieval with Irrelevant Frame Suppression in arxiv2023
📜 DialogCC: Large-Scale Multi-Modal Dialogue Dataset in arxiv2022
📜 Granularity-aware Adaptation for Image Retrieval over Multiple Tasks in ECCV2022
📜 Large-scale Bilingual Language-Image Contrastive Learning in ICLRW2022, github
📜 Self-Distilled Hashing for Deep Image Retrieval in ECCV2022, github
📜 Towards Light-weight and Real-time Line Segment Detection in AAAI2022, github
📜 Learning with Memory-based Virtual Classes for Deep Metric Learning in ICCV2021 github
📜 RTIC: Residual Learning for Text and Image Composition using Graph Convolutional Network in arxiv2021
📜 Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning in AAAI2021, github
📜 Embedding Expansion: Augmentation in Embedding Space for Deep Metric Learning in CVPR2020, github
📜 Symmetrical Synthesis for Deep Metric Learning in AAAI2020, github
📜 An Effective Pipeline for a Real-world Clothes Retrieval System in CVFAD workshop on CVPR2020
📜 A Benchmark on Tricks for Large-scale Image Retrieval in arxiv2019
📜 Combination of Multiple Global Descriptors for Image Retrieval in arxiv2019, github

💻 Latest Project

DALL-E reproduction: Working on reproducing OpenAI's DALL-E and sharing pre-trained models
Computer vision leaderboard: Leaderboards of famous benchmarks in computer vision
Filter Response Norm in MXNet: MXNet implementation of FRN published in CVPR2020
Get daily arxiv noti: Get daily arxiv notification filtered by keywords of your interests

ByungSoo Ko's Projects

artificial-intelligence-algorithms

Implementation of several Artificial Intelligence algorithms in Python

best-readme-template

An awesome README template to jumpstart your projects!

bradgarropy

cam-tensorflow

TensorFlow implementation of "Learning Deep Features for Discriminative Localization"

cbam-keras

CBAM implementation on Keras

cbam-tensorflow

CBAM implementation on TensowFlow

cbam-tensorflow-slim

CBAM implementation on TensorFlow Slim

clip

Contrastive Language-Image Pretraining

cnnimageretrieval-pytorch

CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch

codestackr

coding-interview-university

A complete computer science study plan to become a software engineer.

computer-vision-leaderboard

Comparison of famous convolutional neural network models

controlled-dropout

Implementation of Controlled Dropout: a Different Dropout for Improving Training Speed on Deep Neural Network

cvpr_with_code

Rank the papers accepted to CVPR 2019 by the number of stars in their github repository

daily-arxiv-noti

Daily arxiv notification with pre-defined keywords

dalle-pytorch

Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

danet

Dual Attention Network for Scene Segmentation

deep-learning-models

Implementation of deep learning models

deepnet

Implementation of some deep learning algorithms.

dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

filterresponsenorm-mxnet

MXNet implementation of Filter Response Normalization Layer (FRN) published in CVPR2020

finding-a-related-news-article

gaaf-keras

GAAF implementation on Keras

get-daily-arxiv-noti

Get daily arxiv notification with pre-defined keywords

ibot

iBOT: Image BERT Pre-Training with Online Tokenizer (ICLR 2022)

image-rotation-and-cropping-tensorflow

Image rotation and cropping out the black borders in TensorFlow

kelip

kobiso

kobiso.github.io

Github pages

leetcode

Solutions for Leetcode problems

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