[Fri, 3 Jul 2015 ~ Tue, 7 Jul 2015] Deep Learning in arxiv

Convolutional Color Constancy

can this be used for training cnn to narrow the gap between different lighting conditions?

 

Describing Multimedia Content using Attention-based Encoder–Decoder Networks

lots of machine translation, speech recognition, image caption related reference

 

End-to-end Convolutional Network for Saliency Prediction

theano based code: https://imatge.upc.edu/web/resources/end-end-convolutional-networks-saliency-prediction-software

 

EXPERIMENTS ON PARALLEL TRAINING OF DEEPNEURAL NETWORK USING MODEL AVERAGING

mpi for multi-gpu solution

 

A linear approach for sparse coding by atwo-layer neural network