| A Group Theoretic Perspective on Unsupervised Deep Learning | Apr 8, 2015 | Deep Learning | —Unverified | 0 |
| Pixel-wise Deep Learning for Contour Detection | Apr 8, 2015 | Contour DetectionDeep Learning | —Unverified | 0 |
| An Empirical Evaluation of Deep Learning on Highway Driving | Apr 7, 2015 | Autonomous DrivingDeep Learning | —Unverified | 0 |
| A Probabilistic Theory of Deep Learning | Apr 2, 2015 | Deep LearningObject | CodeCode Available | 0 |
| Implementation of a Practical Distributed Calculation System with Browsers and JavaScript, and Application to Distributed Deep Learning | Mar 19, 2015 | Deep Learning | —Unverified | 0 |
| EmoNets: Multimodal deep learning approaches for emotion recognition in video | Mar 5, 2015 | Deep LearningEmotion Recognition | —Unverified | 0 |
| Toxicity Prediction using Deep Learning | Mar 4, 2015 | Deep LearningPrediction | CodeCode Available | 0 |
| When Are Tree Structures Necessary for Deep Learning of Representations? | Feb 28, 2015 | Deep LearningDiscourse Parsing | —Unverified | 0 |
| Hands Deep in Deep Learning for Hand Pose Estimation | Feb 24, 2015 | Deep LearningHand Pose Estimation | CodeCode Available | 0 |
| Towards Biologically Plausible Deep Learning | Feb 14, 2015 | Deep LearningDenoising | —Unverified | 0 |
| Large-Scale Deep Learning on the YFCC100M Dataset | Feb 11, 2015 | Deep LearningGPU | —Unverified | 0 |
| Deep Learning with Limited Numerical Precision | Feb 9, 2015 | Deep LearningGeneral Classification | CodeCode Available | 0 |
| maxDNN: An Efficient Convolution Kernel for Deep Learning with Maxwell GPUs | Jan 27, 2015 | Computational EfficiencyDeep Learning | CodeCode Available | 0 |
| Statistical-mechanical analysis of pre-training and fine tuning in deep learning | Jan 19, 2015 | Deep Learning | —Unverified | 0 |
| Deep Image: Scaling up Image Recognition | Jan 13, 2015 | Data AugmentationDeep Learning | —Unverified | 0 |
| Deep Learning with Nonparametric Clustering | Jan 13, 2015 | ClusteringDeep Learning | CodeCode Available | 0 |
| Chainer: a Next-Generation Open Source Framework for Deep Learning | Jan 1, 2015 | ClusteringDeep Learning | CodeCode Available | 0 |
| Joint Deep Learning for Car Detection | Dec 25, 2014 | Deep Learningobject-detection | —Unverified | 0 |
| Why does Deep Learning work? - A perspective from Group Theory | Dec 20, 2014 | Deep Learning | —Unverified | 0 |
| Deep learning with Elastic Averaging SGD | Dec 20, 2014 | Deep Learningimage-classification | CodeCode Available | 0 |
| Purine: A bi-graph based deep learning framework | Dec 19, 2014 | Deep Learning | CodeCode Available | 0 |
| Grounding Hierarchical Reinforcement Learning Models for Knowledge Transfer | Dec 19, 2014 | Deep LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Deep Learning for Multi-label Classification | Dec 17, 2014 | ClassificationDeep Learning | —Unverified | 0 |
| Sequential Labeling with online Deep Learning | Dec 10, 2014 | Deep LearningDimensionality Reduction | —Unverified | 0 |
| Quantum Deep Learning | Dec 10, 2014 | Deep Learning | —Unverified | 0 |
