sseung0703
@UpstageAI , Neural network compression, Computer vision; Google Developers Experts for Machine Learning;
UpstageAIRepublic of Korea
Pinned Repositories
putting-nerf-on-a-diet
Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis Implementation
EKG
Ensemble Knowledge Guided Sub-network Search and Fine-tuning for Filter Pruning
GALA_TF2.0
Tensorflow 2.0 implementation of "Symmetric Graph Convolutional Autoencoder for Unsupervised Graph Representation Learning" in ICCV2019
KD_methods_with_TF
Knowledge distillation methods implemented with Tensorflow (now there are 11 (+1) methods, and will be added more.)
Knowledge_distillation_via_TF2.0
The codes for recent knowledge distillation algorithms and benchmark results via TF2.0 low-level API
Lightweighting_Cookbook
This project attempts to build neural network training and lightweighting cookbook including three kinds of lightweighting solutions, i.e., knowledge distillation, filter pruning, and quantization.
SSKD_SVD
TF2-jit-compile-on-multi-gpu
Tensorflow2 training code with jit compiling on multi-GPU.
Variational_Information_Distillation
Reproducing VID in CVPR2019 (on working)
Zero-shot_Knowledge_Distillation
Zero-Shot Knowledge Distillation in Deep Networks in ICML2019
sseung0703's Repositories
sseung0703/KD_methods_with_TF
Knowledge distillation methods implemented with Tensorflow (now there are 11 (+1) methods, and will be added more.)
sseung0703/Knowledge_distillation_via_TF2.0
The codes for recent knowledge distillation algorithms and benchmark results via TF2.0 low-level API
sseung0703/GALA_TF2.0
Tensorflow 2.0 implementation of "Symmetric Graph Convolutional Autoencoder for Unsupervised Graph Representation Learning" in ICCV2019
sseung0703/Lightweighting_Cookbook
This project attempts to build neural network training and lightweighting cookbook including three kinds of lightweighting solutions, i.e., knowledge distillation, filter pruning, and quantization.
sseung0703/Variational_Information_Distillation
Reproducing VID in CVPR2019 (on working)
sseung0703/EKG
Ensemble Knowledge Guided Sub-network Search and Fine-tuning for Filter Pruning
sseung0703/TF2-jit-compile-on-multi-gpu
Tensorflow2 training code with jit compiling on multi-GPU.
sseung0703/Autoslim_TF2
Implementation of Autoslim using Tensorflow2
sseung0703/IEPKT
Implementation of "Interpretable embedding procedure knowledge transfer" on AAAI2021
sseung0703/sseung0703.github.io
sseung0703/awesome-knowledge-distillation
Awesome Knowledge Distillation
sseung0703/CNN_via_Tensorflow2_low-level
Colvolutional neural network implementation with Tensorflow2.0 low level API only
sseung0703/pytorch-cifar
95.16% on CIFAR10 with PyTorch
sseung0703/vision
Datasets, Transforms and Models specific to Computer Vision
sseung0703/ACCESS_KD
This project solves a problem of ZSKT in neurips2019
sseung0703/aingo03304.github.io
Minjae's Blog
sseung0703/deep-diver
sseung0703/github-readme-stats
:zap: Dynamically generated stats for your github readmes
sseung0703/kdhht2334
sseung0703/ocr_kor
딥러닝을 활용한 한글문장 OCR 연구
sseung0703/putting-nerf-on-a-diet
Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis Implementation
sseung0703/pytorch-retinanet
Pytorch implementation of RetinaNet object detection.
sseung0703/slimmable_networks
Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019
sseung0703/SPT_LSA_ViT
Implementation for Visual Transformer for Small-size Datasets
sseung0703/ssd-tf2
A super clean implementation of SSD (Single Shot MultiBox Detector) made possible by Tensorflow 2.0
sseung0703/sseung0703
sseung0703/tensorflow
An Open Source Machine Learning Framework for Everyone
sseung0703/efficient-ai-study
sseung0703/FFP
sseung0703/meettyj