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active-learning-ucf101-ipm

CVPR2019: Active Learning on UCF101 video dataset using Iterative Projection and Matching

binary-decision-tree

In this machine problem, the goal is to implement a decision tree to classify records with both discrete and continuous values

chainer-cifar10

Various CNN models for CIFAR10 with Chainer

dominantset-svm-clustering

Dominant set + SVM Clustering: Alg 1 in Unsupervised Action Discovery and Localization in Videos http://crcv.ucf.edu/papers/iccv17/Soomro_ICCV17.pdf

fb.resnet.torch

Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts

iit-bounds

Upper bounds for integrated information (IIT)

ipm

CVPR2019: Iterative Projection and Matching: Finding Structure-Preserving Representatives and Its Application to Computer Vision

logistic-regression-stochastic-gradient

In this machine problem, a binary logistic linear classifier is implemented in python programming language.

maml-pytorch

Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)

mimo-ofdm-alamouti

Bachelor Thesis: Implementation of a Software-Defined Radio testbed for OFDM-MIMO communication systems:

mining-collective-intelligence-in-cognitive-radio-networks

Performs Bayesian Inference on observed values of the channel availabilities to find the truth

ood

CVPR2021: Out-of-Distribution Detection Using Union of 1-Dimensional Subspaces

parallel-sparse-recovery

Asilomar2018: A Bayesian Approach for Asynchronous Parallel Optimization

piecewise-constant-nmf

Factorizes the data in its components with piecewise constant coefficients

procresnet

PAMI2020: Improving Residual Networks, using Spectral Regularization of Convolutions: Chainer implementation

procresnet_pytorch

PAMI2020: Improving Residual Networks, using Spectral Regularization of Convolutions: PyTorch implementation

pyphi

A toolbox for integrated information theory.

robust_localization

Robust Source Localization Algorithms

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