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| Secure Mobile Crowdsensing with Deep Learning | Jan 23, 2018 | Deep LearningIntrusion Detection | —Unverified | 0 |
| Clustering with Deep Learning: Taxonomy and New Methods | Jan 23, 2018 | ClusteringDeep Learning | CodeCode Available | 0 |
| Fast Point Spread Function Modeling with Deep Learning | Jan 23, 2018 | Deep Learningparameter estimation | —Unverified | 0 |
| DeepGestalt - Identifying Rare Genetic Syndromes Using Deep Learning | Jan 23, 2018 | Deep LearningMedical Genetics | —Unverified | 0 |
| Towards Automated Tuberculosis detection using Deep Learning | Jan 22, 2018 | Deep LearningSensitivity | —Unverified | 0 |
| Three Dimensional Fluorescence Microscopy Image Synthesis and Segmentation | Jan 22, 2018 | Deep LearningImage Generation | —Unverified | 0 |
| Detecting Volcano Deformation in InSAR using Deep learning | Jan 21, 2018 | Deep LearningEvent Detection | CodeCode Available | 0 |
| Visual Analytics in Deep Learning: An Interrogative Survey for the Next Frontiers | Jan 21, 2018 | Decision MakingDeep Learning | —Unverified | 0 |
| Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations | Jan 20, 2018 | Deep Learning | CodeCode Available | 1 |
| Deep Learning for Detecting Cyberbullying Across Multiple Social Media Platforms | Jan 19, 2018 | 16kDeep Learning | CodeCode Available | 0 |
| Toward Scalable Verification for Safety-Critical Deep Networks | Jan 18, 2018 | Autonomous DrivingDeep Learning | —Unverified | 0 |
| Deep Learning: An Introduction for Applied Mathematicians | Jan 17, 2018 | Deep Learningimage-classification | CodeCode Available | 0 |
| Concussion classification via deep learning using whole-brain white matter fiber strains | Jan 15, 2018 | Deep LearningInjury Prediction | —Unverified | 0 |
| Lemna: Explaining deep learning based security applications | Jan 15, 2018 | Deep Learning | CodeCode Available | 0 |
| Detecting Offensive Language in Tweets Using Deep Learning | Jan 13, 2018 | 16kAbuse Detection | CodeCode Available | 0 |
| Cost-Sensitive Convolution based Neural Networks for Imbalanced Time-Series Classification | Jan 13, 2018 | Deep LearningGeneral Classification | —Unverified | 0 |
| DeepSeek: Content Based Image Search & Retrieval | Jan 11, 2018 | Deep LearningImage Captioning | —Unverified | 0 |
| Brain Age Prediction Based on Resting-State Functional Connectivity Patterns Using Convolutional Neural Networks | Jan 11, 2018 | Deep LearningFunctional Connectivity | —Unverified | 0 |
| Deep Learning for Electromyographic Hand Gesture Signal Classification Using Transfer Learning | Jan 10, 2018 | Deep LearningEMG Gesture Recognition | CodeCode Available | 0 |
| Adversarial Deep Learning for Robust Detection of Binary Encoded Malware | Jan 9, 2018 | Deep Learning | CodeCode Available | 0 |
| Near Maximum Likelihood Decoding with Deep Learning | Jan 8, 2018 | DecoderDeep Learning | —Unverified | 0 |
| Solutions to problems with deep learning | Jan 8, 2018 | Deep Learning | —Unverified | 0 |
| HeNet: A Deep Learning Approach on Intel^ Processor Trace for Effective Exploit Detection | Jan 8, 2018 | Deep LearningFeature Engineering | —Unverified | 0 |
| Brain MRI Super Resolution Using 3D Deep Densely Connected Neural Networks | Jan 8, 2018 | Deep LearningImage Super-Resolution | —Unverified | 0 |
| Theory of Deep Learning IIb: Optimization Properties of SGD | Jan 7, 2018 | Deep Learning | —Unverified | 0 |
| VulDeePecker: A Deep Learning-Based System for Vulnerability Detection | Jan 5, 2018 | Deep LearningVulnerability Detection | CodeCode Available | 0 |
| Deep learning for word-level handwritten Indic script identification | Jan 5, 2018 | Deep Learning | —Unverified | 0 |
| Learning Implicit Brain MRI Manifolds with Deep Learning | Jan 5, 2018 | Deep LearningDenoising | —Unverified | 0 |
| Combination of Hyperband and Bayesian Optimization for Hyperparameter Optimization in Deep Learning | Jan 5, 2018 | Bayesian OptimizationDeep Learning | —Unverified | 0 |
| Deep Learning Reconstruction for 9-View Dual Energy CT Baggage Scanner | Jan 4, 2018 | 3D ReconstructionComputed Tomography (CT) | —Unverified | 0 |
| DeepTriage: Exploring the Effectiveness of Deep Learning for Bug Triaging | Jan 4, 2018 | Deep Learning | —Unverified | 0 |
| Deep Learning for Forecasting Stock Returns in the Cross-Section | Jan 3, 2018 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Deep Learning: A Critical Appraisal | Jan 2, 2018 | Deep Learningspeech-recognition | CodeCode Available | 0 |
| Threat of Adversarial Attacks on Deep Learning in Computer Vision: A Survey | Jan 2, 2018 | Deep LearningSelf-Driving Cars | CodeCode Available | 0 |
| High Dimensional Spaces, Deep Learning and Adversarial Examples | Jan 2, 2018 | Deep LearningVocal Bursts Intensity Prediction | —Unverified | 0 |
| SHADE: SHAnnon DEcay Information-Based Regularization for Deep Learning | Jan 1, 2018 | Deep LearningGeneral Classification | —Unverified | 0 |
| LSH Softmax: Sub-Linear Learning and Inference of the Softmax Layer in Deep Architectures | Jan 1, 2018 | Deep LearningLanguage Modeling | —Unverified | 0 |
| AirNet: a machine learning dataset for air quality forecasting | Jan 1, 2018 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| On the Information Bottleneck Theory of Deep Learning | Jan 1, 2018 | Deep LearningInformation Plane | CodeCode Available | 0 |
| Deep Learning Inferences with Hybrid Homomorphic Encryption | Jan 1, 2018 | Deep LearningPrivacy Preserving | —Unverified | 0 |
| Deep Learning with Logged Bandit Feedback | Jan 1, 2018 | counterfactualDeep Learning | —Unverified | 0 |
| Iterative temporal differencing with fixed random feedback alignment support spike-time dependent plasticity in vanilla backpropagation for deep learning | Jan 1, 2018 | Deep Learning | —Unverified | 0 |
| Towards Safe Deep Learning: Unsupervised Defense Against Generic Adversarial Attacks | Jan 1, 2018 | Deep Learning | —Unverified | 0 |
| Link Weight Prediction with Node Embeddings | Jan 1, 2018 | Deep LearningGraph Mining | —Unverified | 0 |
| CAYLEYNETS: SPECTRAL GRAPH CNNS WITH COMPLEX RATIONAL FILTERS | Jan 1, 2018 | Community DetectionDeep Learning | —Unverified | 0 |
| Exploring the Hidden Dimension in Accelerating Convolutional Neural Networks | Jan 1, 2018 | Deep Learning | —Unverified | 0 |
| Post-training for Deep Learning | Jan 1, 2018 | Deep LearningUnsupervised Pre-training | —Unverified | 0 |
| Accelerating Deep Learning with Memcomputing | Jan 1, 2018 | Deep Learning | —Unverified | 0 |
| Theory of Deep Learning III: explaining the non-overfitting puzzle | Dec 30, 2017 | Deep LearningGeneral Classification | —Unverified | 0 |