Pinned Repositories
autocnn_unsup
Code for paper "Recursive Autoconvolution for Unsupervised Learning of Convolutional Neural Networks" accepted to IJCNN-2017
beauty_vision
Recognition of human faces attractiveness (SCUT-FBP dataset) in Python
bmvc_2019
PyTorch code for our BMVC 2019 paper "Image Classification with Hierarchical Multigraph Networks"
emotiw
code for Emotion Recognition in the Wild (EmotiW) challenge
examples
Some code examples
graph_attention_pool
Attention over nodes in Graph Neural Networks using PyTorch (NeurIPS 2019)
graph_nn
Graph Classification with Graph Convolutional Networks in PyTorch (NeurIPS 2018 Workshop)
ppuda_papers
An evolving list of papers related to "Parameter Prediction for Unseen Deep Architectures"
sgg
Train Scene Graph Generation for Visual Genome and GQA in PyTorch >= 1.2 with improved zero and few-shot generalization.
videos
Scripts for video recognition
bknyaz's Repositories
bknyaz/graph_nn
Graph Classification with Graph Convolutional Networks in PyTorch (NeurIPS 2018 Workshop)
bknyaz/graph_attention_pool
Attention over nodes in Graph Neural Networks using PyTorch (NeurIPS 2019)
bknyaz/sgg
Train Scene Graph Generation for Visual Genome and GQA in PyTorch >= 1.2 with improved zero and few-shot generalization.
bknyaz/bmvc_2019
PyTorch code for our BMVC 2019 paper "Image Classification with Hierarchical Multigraph Networks"
bknyaz/examples
Some code examples
bknyaz/emotiw
code for Emotion Recognition in the Wild (EmotiW) challenge
bknyaz/beauty_vision
Recognition of human faces attractiveness (SCUT-FBP dataset) in Python
bknyaz/autocnn_unsup
Code for paper "Recursive Autoconvolution for Unsupervised Learning of Convolutional Neural Networks" accepted to IJCNN-2017
bknyaz/videos
Scripts for video recognition
bknyaz/ppuda_papers
An evolving list of papers related to "Parameter Prediction for Unseen Deep Architectures"
bknyaz/autocnn_unsup_py
Python scripts for paper "Recursive Autoconvolution for Unsupervised Learning of Convolutional Neural Networks" (https://arxiv.org/abs/1606.00611)
bknyaz/bknyaz.github.io
website
bknyaz/gabors
0.30% error on MNIST with 155 Gabor filters
bknyaz/icv_emotion_challenge
Solution for the emotion recognition challenge
bknyaz/nips2016
Scripts submitted as supplementary material to NIPS 2016
bknyaz/coursera-heterogeneous
Resources to work offline on the assignments of Heterogenous Parallel Programming course from Coursera.
bknyaz/Cutout
2.56%, 15.20%, 1.30% on CIFAR10, CIFAR100, and SVHN https://arxiv.org/abs/1708.04552
bknyaz/dlib
A toolkit for making real world machine learning and data analysis applications in C++
bknyaz/liblinear
bknyaz/LoGAH
bknyaz/ml_classes
Scripts to practice and study methods, e.g., from the Stanford CS class CS231n
bknyaz/nlp_bias
Play around with Transformers in PyTorch
bknyaz/pytorch_geometric
Geometric Deep Learning Extension Library for PyTorch