Pinned Repositories
18663_Project_FBNet
Class Project for 18663 - Implementation of FBNet (Hardware-Aware DNAS)
arxiv-sanity-preserver
Web interface for browsing, search and filtering recent arxiv submissions
ASNG-NAS
Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search
Awesome-NAS
A curated list of neural architecture search (NAS) resources.
Awesome-Pruning
A curated list of neural network pruning resources.
awesome-semantic-segmentation
:metal: awesome-semantic-segmentation
Awesome_Computer_Vision
paper reading note
bananas
Bayesian Optimization with Neural Architectures for Neural Architecture Search - https://arxiv.org/abs/1910.11858
CarND-Vehicle-Detection
Vehicle Detection Project
cs231n_spring_2017_assignment
My implementations of cs231n 2017
pawopawo's Repositories
pawopawo/18663_Project_FBNet
Class Project for 18663 - Implementation of FBNet (Hardware-Aware DNAS)
pawopawo/Awesome-NAS
A curated list of neural architecture search (NAS) resources.
pawopawo/Awesome-Pruning
A curated list of neural network pruning resources.
pawopawo/awesome-semantic-segmentation
:metal: awesome-semantic-segmentation
pawopawo/Awesome_Computer_Vision
paper reading note
pawopawo/bananas
Bayesian Optimization with Neural Architectures for Neural Architecture Search - https://arxiv.org/abs/1910.11858
pawopawo/DetNAS
pawopawo/EDNAS
Efficient Decoupled Neural Architecture Search by Structure and Operation Sampling (EDNAS)
pawopawo/EfficientNet-PyTorch
A PyTorch implementation of EfficientNet
pawopawo/FBNet
reproduction of the article
pawopawo/GAN-pruning
A Pytorch implementation of "Co-Evolutionary Compression for Unpaired Image Translation" (ICCV 2019).
pawopawo/gate-decorator-pruning
Code for the NuerIPS'19 paper "Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks"
pawopawo/haq-release
[CVPR 2019, Oral] HAQ: Hardware-Aware Automated Quantization with Mixed Precision
pawopawo/IMTA
pawopawo/MachineLearning
Machine learning resources，including algorithm, paper, dataset, example and so on.
pawopawo/NAS-Projects
Several neural architecture search (NAS) algorithms implemented in PyTorch.
pawopawo/ncnn
ncnn is a high-performance neural network inference framework optimized for the mobile platform
pawopawo/Next-ViT
pawopawo/nsga-net
NSGA-Net, a Neural Architecture Search Algorithm
pawopawo/oneshot_nas
Single Path One Shot NAS MXNet implementation with block selecting and channel selecting.
pawopawo/onnx-simplifier
Simplify your onnx model
pawopawo/ProxylessNAS
[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware.
pawopawo/ProxylessNAS-1
Reproducing the ProxylessNAS approach and making some improvements (ongoing)
pawopawo/pytorch-image-models
PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2/V1, MNASNet, Single-Path NAS, FBNet, and more
pawopawo/pytorch-OpCounter
Count the FLOPs of your PyTorch model.
pawopawo/Pytorch-Single-Path-One-Shot-NAS
Single Path One-Shot NAS MXNet implementation with Supernet training and searching
pawopawo/semantic-segmentation
Improving Semantic Segmentation via Video Propagation and Label Relaxation
pawopawo/Single-Path-NAS-PyTorch
PyTorch implementation of "Single-Path NAS: Device-Aware Efficient ConvNet Design"
pawopawo/slimmable_networks
Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019
pawopawo/yolov3-channel-and-layer-pruning
yolov3 channel and layer pruning, Knowledge Distillation 层剪枝，通道剪枝，知识蒸馏