ikki kishida's repositories
neural_architecture_search_with_reinforcement_learning_appendix_a
Implementation of Appendix A (Neural Architecture Search with Reinforcement Learning: https://arxiv.org/abs/1611.01578) by chainer
squeeze_net
Implementation of SqueezeNet by chainer (SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size: https://arxiv.org/abs/1602.07360)
adversarial-robustness-toolbox
This is a library dedicated to adversarial machine learning. Its purpose is to allow rapid crafting and analysis of attacks and defense methods for machine learning models. The Adversarial Robustness Toolbox provides an implementation for many state-of-the-art methods for attacking and defending classifiers. https://developer.ibm.com/code/open/projects/adversarial-robustness-toolbox/
active_osl
Code for "Active One-shot Learning"
attention-is-all-you-need-pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
BatchBALD
Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning.
densenet-pytorch
A PyTorch Implementation for Densely Connected Convolutional Networks (DenseNets)
example_embedding
Deep Clustering for Unsupervised Learning of Visual Features
iccv2019-inc
ICCV 2019 Overcoming Catastrophic Forgetting with Unlabeled Data in the Wild
mmdetection
Fork of the MMDetection Toolbox containing the Robustness Benchmark from the paper "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming" (merged)
places365
The Places365-CNNs for Scene Classification
pretrained-models.pytorch
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
pytorch-classification
Classification with PyTorch.
pytorch-wavenet
An implementation of WaveNet with fast generation
PyTorch-YOLOv3
Minimal PyTorch implementation of YOLOv3
PyTorch_YOLOv3
Implementation of YOLOv3 in PyTorch
releasing-research-code
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
ResNeXt.pytorch
Reproduces ResNet-V3 with pytorch
vind
Tensorflow Implementation of VIND