| 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 |
| Multimodal Transfer Deep Learning with Applications in Audio-Visual Recognition | Dec 9, 2014 | Deep LearningVideo Recognition | —Unverified | 0 |
| Deep Learning for Answer Sentence Selection | Dec 4, 2014 | Deep LearningFeature Engineering | CodeCode Available | 0 |
| Convex Deep Learning via Normalized Kernels | Dec 1, 2014 | Deep Learning | —Unverified | 0 |
| Deep Learning for Real-Time Atari Game Play Using Offline Monte-Carlo Tree Search Planning | Dec 1, 2014 | Atari GamesDeep Learning | —Unverified | 0 |
| Searching for Higgs Boson Decay Modes with Deep Learning | Dec 1, 2014 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Improved Multimodal Deep Learning with Variation of Information | Dec 1, 2014 | Deep LearningMultimodal Deep Learning | —Unverified | 0 |
| Pedestrian Detection aided by Deep Learning Semantic Tasks | Nov 29, 2014 | Deep LearningPedestrian Detection | —Unverified | 0 |
| SelfieBoost: A Boosting Algorithm for Deep Learning | Nov 13, 2014 | Deep Learning | —Unverified | 0 |
| Enhanced Higgs to τ^+τ^- Searches with Deep Learning | Oct 13, 2014 | Bayesian OptimizationDeep Learning | —Unverified | 0 |
| cuDNN: Efficient Primitives for Deep Learning | Oct 3, 2014 | Deep Learning | CodeCode Available | 0 |
| Deep Learning Representation using Autoencoder for 3D Shape Retrieval | Sep 25, 2014 | 3D Shape Classification3D Shape Recognition | —Unverified | 0 |
| Building Program Vector Representations for Deep Learning | Sep 11, 2014 | Deep LearningRepresentation Learning | CodeCode Available | 0 |
| Collaborative Deep Learning for Recommender Systems | Sep 10, 2014 | Collaborative FilteringDeep Learning | —Unverified | 0 |
| Coooolll: A Deep Learning System for Twitter Sentiment Classification | Aug 1, 2014 | ClassificationDeep Learning | —Unverified | 0 |
| Deep Learning from Web-Scale Corpora for Better Dictionary Interfaces | Aug 1, 2014 | Deep Learning | —Unverified | 0 |
| Deep Learning Multi-View Representation for Face Recognition | Jun 26, 2014 | Deep LearningFace Recognition | —Unverified | 0 |
| Deep Learning Face Representation by Joint Identification-Verification | Jun 18, 2014 | Deep LearningFace Identification | CodeCode Available | 0 |
| Multi-source Deep Learning for Human Pose Estimation | Jun 1, 2014 | Deep LearningHuman Detection | —Unverified | 0 |
| Deep Learning Face Representation from Predicting 10,000 Classes | Jun 1, 2014 | Deep LearningFace Identification | —Unverified | 0 |
| Deep learning for monaural speech separation | May 4, 2014 | Deep LearningMulti-Speaker Source Separation | CodeCode Available | 0 |
| Deep Learning in Neural Networks: An Overview | Apr 30, 2014 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 |
| PCANet: A Simple Deep Learning Baseline for Image Classification? | Apr 14, 2014 | ClassificationDeep Learning | CodeCode Available | 0 |
| Sparse Coding: A Deep Learning using Unlabeled Data for High - Level Representation | Apr 6, 2014 | Deep Learning | —Unverified | 0 |
| Le Cam meets LeCun: Deficiency and Generic Feature Learning | Feb 20, 2014 | Deep Learning | —Unverified | 0 |
| Deep Learning Face Representation from Predicting 10,000 Classes | Jan 1, 2014 | Deep LearningFace Identification | CodeCode Available | 0 |