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Machine Learning Researcher

  • Research the fields about the computer vision tasks and the deep learning algorithms

Interest

  • Image matching
  • Object detection
  • Neural architercutre search
  • Auto labeling and synthetic image generation

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Dong-Geon Kim's Projects

acmmm2023workshop icon acmmm2023workshop

ACM MM2023 Workshop on UAVs in Multimedia: Capturing the World from a New Perspective

aimet icon aimet

AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.

alae icon alae

[CVPR2020] Adversarial Latent Autoencoders

anycost-gan icon anycost-gan

[CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing

apex icon apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

aps-channel-search icon aps-channel-search

Revisiting Parameter Sharing for Automatic Neural Channel Number Search, NeurIPS 2020

arcface-tf2 icon arcface-tf2

这是一个arcface-tf2的源码,可以用于训练自己的模型。

astmt icon astmt

Attentive Single-tasking of Multiple Tasks

at-conv-lstm icon at-conv-lstm

A Hybrid Deep Learning Model with Attention based ConvLSTM Networks for Short-Term Traffic Flow Prediction

attentivenas icon attentivenas

code for "AttentiveNAS Improving Neural Architecture Search via Attentive Sampling"

autoencoders icon autoencoders

Implementation of simple autoencoders networks with Keras

autogan icon autogan

[ICCV 2019] "AutoGAN: Neural Architecture Search for Generative Adversarial Networks" by Xinyu Gong, Shiyu Chang, Yifan Jiang and Zhangyang Wang

aw_nas icon aw_nas

aw_nas: A Modularized and Extensible NAS Framework

awesome-autodl icon awesome-autodl

A curated list of automated deep learning (including neural architecture search and hyper-parameter optimization) resources.

awesome-python icon awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

bcnet icon bcnet

Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers [CVPR 2021]

capsule-network icon capsule-network

PyTorch implementation of the paper Dynamic Routing Between Capsules by Sara Sabour, Nicholas Frosst and Geoffrey Hinton

carn-pytorch icon carn-pytorch

Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network (ECCV 2018)

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