Recurrent Neural Networks Intro to LSTMS Recurrent Neural Networks RNNs for Tracking Karpathy Blog on RNNs
Convolutional Neural Networks Intro to Convolutional Networks Nando de Freitas Lecture AlexNet FCN for Semantic Segmentation Stanford - CNNs LeNet Multilabel classification on PASCAL Net Surgery Computing the Stereo Matching Cost with a Convolutional Neural Network
Labels and Ground Truth data acquisition CMU Recitation: Active Learning Sanjoy D and John L: Active Learning A User Friendly Crowdsourcing Task Manager Building a bird recognition app and large scale dataset Cost Effective HITs For Relative Similarity Comparisons Crowdsourcing a HIT How Crowdsourcable Is Your Task? On Optimizing Human-Machine Task Assignments PlateClick The Multidimensional Wisdom of Crowds Tropel Bootstrapping Image Classification with Sample Evaluation Presentation: Semi Supervised Learning, Active Learning