RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation

VGGVox models for Speaker Identification and Verification trained on the VoxCeleb (1 & 2) datasets

MatConvNet implementation for incorporating a 3D Morphable Model (3DMM) into a Spatial Transformer Network (STN)

Dynamic Image Networks for Action Recognition

Source code for "Understanding Deep Image Representations by Inverting Them", CVPR 2015

A fast and expressive Matlab/MatConvNet deep learning API, with native automatic differentiation

Code for several state-of-the-art papers in object detection and semantic segmentation.

Second-order optimiser for deep networks

SVHF-Net for Cross-modal binary matching

Residual networks with MatConvNet

Deep Convolution Generative Adversarial Networks for Matconvnet Toolbox

MNIST Siamese example for MatConvNet

Universal style in autonn

Scheduler for MatConvNet experiments, including grid and random searches, with multi-GPU support.

Matconvnet port of https://github.com/jcjohnson/neural-style

MatConvNet-DAGNN to Caffe converter

Two feedfoward texture synthesis methods in autonn