| Single cell data explosion: Deep learning to the rescue | Jan 18, 2019 | Deep Learning | —Unverified | 0 |
| IoT Device Fingerprint using Deep Learning | Jan 18, 2019 | Deep Learning | —Unverified | 0 |
| DeepOtsu: Document Enhancement and Binarization using Iterative Deep Learning | Jan 18, 2019 | BinarizationDeep Learning | —Unverified | 0 |
| Predicting Splicing from Primary Sequence with Deep Learning | Jan 17, 2019 | Deep LearningSpecificity | CodeCode Available | 0 |
| Virtual-to-Real-World Transfer Learning for Robots on Wilderness Trails | Jan 17, 2019 | Autonomous NavigationDeep Learning | —Unverified | 0 |
| Quadratic Autoencoder (Q-AE) for Low-dose CT Denoising | Jan 17, 2019 | DecoderDeep Learning | CodeCode Available | 0 |
| Fast Deep Learning for Automatic Modulation Classification | Jan 16, 2019 | ClassificationDeep Learning | CodeCode Available | 0 |
| Deep learning-based electroencephalography analysis: a systematic review | Jan 16, 2019 | Brain DecodingDeep Learning | CodeCode Available | 0 |
| Integrating and querying similar tables from PDF documents using deep learning | Jan 15, 2019 | Deep Learning | CodeCode Available | 0 |
| Comparing two deep learning sequence-based models for protein-protein interaction prediction | Jan 15, 2019 | Deep Learning | —Unverified | 0 |
| Spectrogram Feature Losses for Music Source Separation | Jan 15, 2019 | Deep LearningMusic Source Separation | —Unverified | 0 |
| Deep Learning for Waveform Estimation and Imaging in Passive Radar | Jan 14, 2019 | DecoderDeep Learning | —Unverified | 0 |
| River Ice Segmentation with Deep Learning | Jan 14, 2019 | Deep LearningSegmentation | CodeCode Available | 0 |
| Iterative Deep Learning Based Unbiased Stereology With Human-in-the-Loop | Jan 14, 2019 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Integrating Learning and Reasoning with Deep Logic Models | Jan 14, 2019 | Deep Learning | —Unverified | 0 |
| Exploring Transfer Learning for Low Resource Emotional TTS | Jan 14, 2019 | Deep LearningEmotional Speech Synthesis | CodeCode Available | 1 |
| A Novel Topology Optimization Approach using Conditional Deep Learning | Jan 14, 2019 | Deep Learning | —Unverified | 0 |
| Assessment of central serous chorioretinopathy (CSC) depicted on color fundus photographs using deep Learning | Jan 14, 2019 | Deep Learning | —Unverified | 0 |
| Towards Testing of Deep Learning Systems with Training Set Reduction | Jan 14, 2019 | Deep Learning | —Unverified | 0 |
| Retrieving Similar E-Commerce Images Using Deep Learning | Jan 11, 2019 | Deep LearningFine-Grained Visual Recognition | CodeCode Available | 0 |
| Deep Learning for Ranking Response Surfaces with Applications to Optimal Stopping Problems | Jan 11, 2019 | Deep LearningImage Segmentation | —Unverified | 0 |
| Deep Learning Assisted Antenna Selection in Untrusted Relay Networks | Jan 10, 2019 | Deep Learning | —Unverified | 0 |
| Deep Learning for Anomaly Detection: A Survey | Jan 10, 2019 | Anomaly DetectionDeep Learning | CodeCode Available | 0 |
| Deep Learning for Human Affect Recognition: Insights and New Developments | Jan 9, 2019 | Deep Learning | —Unverified | 0 |
| Enabling FDD Massive MIMO through Deep Learning-based Channel Prediction | Jan 8, 2019 | Deep Learning | —Unverified | 0 |
| CROSSBOW: Scaling Deep Learning with Small Batch Sizes on Multi-GPU Servers | Jan 8, 2019 | Deep LearningGPU | CodeCode Available | 0 |
| Artificial Intelligence and Machine Learning to Predict and Improve Efficiency in Manufacturing Industry | Jan 8, 2019 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Face Recognition System | Jan 8, 2019 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Guidelines and Benchmarks for Deployment of Deep Learning Models on Smartphones as Real-Time Apps | Jan 8, 2019 | BenchmarkingCPU | CodeCode Available | 0 |
| Reliable deep-learning-based phase imaging with uncertainty quantification | Jan 7, 2019 | Deep LearningUncertainty Quantification | CodeCode Available | 0 |
| Post-mortem Iris Recognition with Deep-Learning-based Image Segmentation | Jan 7, 2019 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| Vector representations of text data in deep learning | Jan 7, 2019 | Deep LearningInformation Retrieval | —Unverified | 0 |
| HyPar: Towards Hybrid Parallelism for Deep Learning Accelerator Array | Jan 7, 2019 | Deep Learning | —Unverified | 0 |
| Geometrization of deep networks for the interpretability of deep learning systems | Jan 6, 2019 | Deep Learning | —Unverified | 0 |
| Deep Convolutional Neural Networks for Imaging Data Based Survival Analysis of Rectal Cancer | Jan 5, 2019 | Deep LearningSurvival Analysis | —Unverified | 0 |
| Relative Geometry-Aware Siamese Neural Network for 6DOF Camera Relocalization | Jan 4, 2019 | Autonomous DrivingCamera Relocalization | —Unverified | 0 |
| Iris Recognition with Image Segmentation Employing Retrained Off-the-Shelf Deep Neural Networks | Jan 4, 2019 | Deep LearningImage Segmentation | CodeCode Available | 0 |
| A Remote Sensing Image Dataset for Cloud Removal | Jan 3, 2019 | Change DetectionCloud Removal | CodeCode Available | 0 |
| Elimination of All Bad Local Minima in Deep Learning | Jan 2, 2019 | AllBinary Classification | —Unverified | 0 |
| A Deep Learning Approach for Similar Languages, Varieties and Dialects | Jan 2, 2019 | Deep LearningDialect Identification | —Unverified | 0 |
| FPGA-based Accelerators of Deep Learning Networks for Learning and Classification: A Review | Jan 1, 2019 | CPUDeep Learning | —Unverified | 0 |
| Soft Autoencoder and Its Wavelet Adaptation Interpretation | Dec 31, 2018 | DeblurringDeep Learning | —Unverified | 0 |
| Leishmaniasis Parasite Segmentation and Classification using Deep Learning | Dec 30, 2018 | ClassificationDeep Learning | —Unverified | 0 |
| Stanza: Layer Separation for Distributed Training in Deep Learning | Dec 27, 2018 | Deep LearningGPU | —Unverified | 0 |
| Off-the-grid model based deep learning (O-MODL) | Dec 27, 2018 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Deep learning electromagnetic inversion with convolutional neural networks | Dec 26, 2018 | Deep LearningUncertainty Quantification | —Unverified | 0 |
| A Survey of FPGA Based Deep Learning Accelerators: Challenges and Opportunities | Dec 25, 2018 | CPUDeep Learning | —Unverified | 0 |
| Multimodal deep learning for short-term stock volatility prediction | Dec 25, 2018 | Deep LearningMultimodal Deep Learning | —Unverified | 0 |
| PPD: Permutation Phase Defense Against Adversarial Examples in Deep Learning | Dec 25, 2018 | Adversarial DefenseDeep Learning | CodeCode Available | 0 |
| Privacy-Preserving Collaborative Deep Learning with Unreliable Participants | Dec 25, 2018 | Deep Learningimage-classification | —Unverified | 0 |