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| Exploring Generalization in Deep Learning | Jun 27, 2017 | Deep Learning | CodeCode Available | 0 |
| An Effective Way to Improve YouTube-8M Classification Accuracy in Google Cloud Platform | Jun 26, 2017 | ClassificationDeep Learning | —Unverified | 0 |
| Collaborative Deep Learning in Fixed Topology Networks | Jun 23, 2017 | Deep Learning | —Unverified | 0 |
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| Deep Learning Methods for Improved Decoding of Linear Codes | Jun 21, 2017 | DecoderDeep Learning | CodeCode Available | 0 |
| Deep Learning in (and of) Agent-Based Models: A Prospectus | Jun 20, 2017 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Chemception: A Deep Neural Network with Minimal Chemistry Knowledge Matches the Performance of Expert-developed QSAR/QSPR Models | Jun 20, 2017 | Computational chemistryDeep Learning | CodeCode Available | 0 |
| Individual Recognition in Schizophrenia using Deep Learning Methods with Random Forest and Voting Classifiers: Insights from Resting State EEG Streams | Jun 20, 2017 | ClassificationDeep Learning | —Unverified | 0 |
| Advanced Steel Microstructural Classification by Deep Learning Methods | Jun 20, 2017 | ClassificationDeep Learning | —Unverified | 0 |
| meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting | Jun 19, 2017 | Deep Learning | CodeCode Available | 0 |
| Towards Deep Learning Models Resistant to Adversarial Attacks | Jun 19, 2017 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 |
| Towards the Improvement of Automated Scientific Document Categorization by Deep Learning | Jun 18, 2017 | Deep LearningGeneral Classification | —Unverified | 0 |
| Deep Learning Methods for Efficient Large Scale Video Labeling | Jun 14, 2017 | Deep LearningVideo Understanding | CodeCode Available | 0 |
| Temporally Efficient Deep Learning with Spikes | Jun 13, 2017 | Deep Learning | CodeCode Available | 0 |
| Practical Gauss-Newton Optimisation for Deep Learning | Jun 12, 2017 | Deep Learning | —Unverified | 0 |
| Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health Record (EHR) Analysis | Jun 12, 2017 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
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| Critical Hyper-Parameters: No Random, No Cry | Jun 10, 2017 | Deep Learningimage-classification | —Unverified | 0 |
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| Deep Learning-Based Food Calorie Estimation Method in Dietary Assessment | Jun 10, 2017 | Deep LearningObject | CodeCode Available | 0 |
| Assessing the Performance of Deep Learning Algorithms for Newsvendor Problem | Jun 9, 2017 | Deep LearningManagement | —Unverified | 0 |
| Enhancing SDO/HMI images using deep learning | Jun 9, 2017 | Deep Learning | CodeCode Available | 0 |
| Deep-Learning the Landscape | Jun 8, 2017 | Deep Learning | —Unverified | 0 |
| Are Saddles Good Enough for Deep Learning? | Jun 7, 2017 | Deep Learning | CodeCode Available | 0 |
| Efficient Antihydrogen Detection in Antimatter Physics by Deep Learning | Jun 6, 2017 | Deep Learning | CodeCode Available | 0 |
| Assessing the Linguistic Productivity of Unsupervised Deep Neural Networks | Jun 6, 2017 | Deep LearningLanguage Acquisition | —Unverified | 0 |
| Deep Learning: Generalization Requires Deep Compositional Feature Space Design | Jun 6, 2017 | Deep LearningGeneral Classification | —Unverified | 0 |
| Bayesian LSTMs in medicine | Jun 5, 2017 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Deep learning for extracting protein-protein interactions from biomedical literature | Jun 5, 2017 | BenchmarkingCross-corpus | —Unverified | 0 |
| Deep learning evaluation using deep linguistic processing | Jun 5, 2017 | Deep LearningMultimodal Deep Learning | —Unverified | 0 |
| IDK Cascades: Fast Deep Learning by Learning not to Overthink | Jun 3, 2017 | Deep LearningDialogue Generation | —Unverified | 0 |
| Yeah, Right, Uh-Huh: A Deep Learning Backchannel Predictor | Jun 2, 2017 | Deep Learning | CodeCode Available | 0 |
| Deep Learning for Hate Speech Detection in Tweets | Jun 1, 2017 | 16kDeep Learning | CodeCode Available | 0 |
| Deep Learning: A Bayesian Perspective | Jun 1, 2017 | Deep Learningregression | —Unverified | 0 |
| Spectral Norm Regularization for Improving the Generalizability of Deep Learning | May 31, 2017 | Deep LearningSensitivity | —Unverified | 0 |
| Criticality & Deep Learning II: Momentum Renormalisation Group | May 31, 2017 | Deep Learning | —Unverified | 0 |
| Deep Learning is Robust to Massive Label Noise | May 30, 2017 | Deep Learningimage-classification | —Unverified | 0 |
| Deep Learning for Patient-Specific Kidney Graft Survival Analysis | May 29, 2017 | Decision MakingDeep Learning | CodeCode Available | 0 |
| Deep Learning for Ontology Reasoning | May 29, 2017 | Deep LearningRelational Reasoning | —Unverified | 0 |
| Fast learning rate of deep learning via a kernel perspective | May 29, 2017 | Deep Learning | —Unverified | 0 |
| Character-Based Text Classification using Top Down Semantic Model for Sentence Representation | May 29, 2017 | Deep LearningGeneral Classification | —Unverified | 0 |
| Deep Learning for User Comment Moderation | May 28, 2017 | Deep LearningGeneral Classification | —Unverified | 0 |
| AMPNet: Asynchronous Model-Parallel Training for Dynamic Neural Networks | May 27, 2017 | Deep LearningDynamic neural networks | —Unverified | 0 |
| Deep Learning for Spatio-Temporal Modeling: Dynamic Traffic Flows and High Frequency Trading | May 27, 2017 | Deep LearningGeneral Classification | —Unverified | 0 |
| MagNet: a Two-Pronged Defense against Adversarial Examples | May 25, 2017 | Deep LearningVocal Bursts Valence Prediction | CodeCode Available | 1 |
| Deep Learning Improves Template Matching by Normalized Cross Correlation | May 24, 2017 | Deep LearningTemplate Matching | —Unverified | 0 |
| Audio-replay attack detection countermeasures | May 24, 2017 | Deep LearningSpeaker Verification | —Unverified | 0 |
| Bayesian Compression for Deep Learning | May 24, 2017 | Computational EfficiencyDeep Learning | CodeCode Available | 0 |