| Augmenting C. elegans Microscopic Dataset for Accelerated Pattern Recognition | May 31, 2019 | Deep LearningGenerative Adversarial Network | —Unverified | 0 |
| Fast Online "Next Best Offers" using Deep Learning | May 31, 2019 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Knowledge-augmented Column Networks: Guiding Deep Learning with Advice | May 31, 2019 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Leveraging Trust and Distrust in Recommender Systems via Deep Learning | May 31, 2019 | Collaborative FilteringDeep Learning | —Unverified | 0 |
| Partial Scanning Transmission Electron Microscopy with Deep Learning | May 31, 2019 | compressed sensingDeep Learning | CodeCode Available | 0 |
| IoT Network Security from the Perspective of Adversarial Deep Learning | May 31, 2019 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| ImJoy: an open-source computational platform for the deep learning era | May 30, 2019 | Deep Learning | CodeCode Available | 0 |
| Deep Learning Approach for Receipt Recognition | May 30, 2019 | DecoderDeep Learning | —Unverified | 0 |
| Deep ensemble learning for Alzheimers disease classification | May 30, 2019 | ClassificationDeep Learning | —Unverified | 0 |
| Quantifying the Alignment of Graph and Features in Deep Learning | May 30, 2019 | ClassificationDeep Learning | CodeCode Available | 0 |
| A Topology Layer for Machine Learning | May 29, 2019 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 |
| Recursive Sketches for Modular Deep Learning | May 29, 2019 | Deep Learning | —Unverified | 0 |
| SATNet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver | May 29, 2019 | Deep LearningGame of Sudoku | CodeCode Available | 0 |
| Vehicle Detection in Deep Learning | May 29, 2019 | Deep LearningRegion Proposal | —Unverified | 0 |
| A Study of BFLOAT16 for Deep Learning Training | May 29, 2019 | Deep Learningimage-classification | —Unverified | 0 |
| An Inertial Newton Algorithm for Deep Learning | May 29, 2019 | Deep LearningGeneral Classification | CodeCode Available | 0 |
| Adaptive Region Embedding for Text Classification | May 28, 2019 | ClassificationDeep Learning | —Unverified | 0 |
| Image Alignment in Unseen Domains via Domain Deep Generalization | May 28, 2019 | Deep LearningDomain Adaptation | —Unverified | 0 |
| Deep Learning Moment Closure Approximations using Dynamic Boltzmann Distributions | May 28, 2019 | Deep Learning | CodeCode Available | 0 |
| Deep Learning for Bug-Localization in Student Programs | May 28, 2019 | Deep Learning | —Unverified | 0 |
| Certifiably Robust Interpretation in Deep Learning | May 28, 2019 | Deep Learning | —Unverified | 0 |
| Natural Compression for Distributed Deep Learning | May 27, 2019 | Deep LearningQuantization | —Unverified | 0 |
| CGaP: Continuous Growth and Pruning for Efficient Deep Learning | May 27, 2019 | Deep Learning | —Unverified | 0 |
| A Geometric Modeling of Occam's Razor in Deep Learning | May 27, 2019 | Deep LearningModel Selection | —Unverified | 0 |
| Walsh-Hadamard Variational Inference for Bayesian Deep Learning | May 27, 2019 | Bayesian InferenceDeep Learning | —Unverified | 0 |
| Incidence Networks for Geometric Deep Learning | May 27, 2019 | Deep LearningDrug Discovery | —Unverified | 0 |
| Deep Online Learning with Stochastic Constraints | May 26, 2019 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| DeepRec: An Open-source Toolkit for Deep Learning based Recommendation | May 25, 2019 | Deep LearningRecommendation Systems | CodeCode Available | 0 |
| Sherlock: A Deep Learning Approach to Semantic Data Type Detection | May 25, 2019 | Column Type AnnotationDeep Learning | CodeCode Available | 0 |
| Tiresias: Predicting Security Events Through Deep Learning | May 24, 2019 | Deep Learning | —Unverified | 0 |
| Uncertainty Estimation in One-Stage Object Detection | May 24, 2019 | Deep LearningObject | CodeCode Available | 0 |
| Style Transfer with Time Series: Generating Synthetic Financial Data | May 24, 2019 | Deep LearningDimensionality Reduction | —Unverified | 0 |
| A Comparison and Strategy of Semantic Segmentation on Remote Sensing Images | May 24, 2019 | Deep LearningSegmentation | —Unverified | 0 |
| A Deep Learning Wireless Transceiver with Fully Learned Modulation and Synchronization | May 24, 2019 | Deep Learning | —Unverified | 0 |
| Leveraging Uncertainty in Deep Learning for Selective Classification | May 23, 2019 | ClassificationDecision Making | —Unverified | 0 |
| Blockwise Adaptivity: Faster Training and Better Generalization in Deep Learning | May 23, 2019 | Deep Learning | —Unverified | 0 |
| A Direct Approach to Robust Deep Learning Using Adversarial Networks | May 23, 2019 | Deep LearningGeneral Classification | CodeCode Available | 0 |
| Shift R-CNN: Deep Monocular 3D Object Detection with Closed-Form Geometric Constraints | May 23, 2019 | 3D Object DetectionDeep Learning | —Unverified | 0 |
| Deep learning based mood tagging for Chinese song lyrics | May 23, 2019 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Incorporating Human Domain Knowledge in 3D LiDAR-based Semantic Segmentation | May 23, 2019 | Deep LearningSemantic Segmentation | —Unverified | 0 |
| Adaptive norms for deep learning with regularized Newton methods | May 22, 2019 | Deep Learning | —Unverified | 0 |
| On the minimax optimality and superiority of deep neural network learning over sparse parameter spaces | May 22, 2019 | Deep Learning | —Unverified | 0 |
| Performance Analysis of Deep Learning Workloads on Leading-edge Systems | May 21, 2019 | Deep LearningGPU | —Unverified | 0 |
| Medical Imaging with Deep Learning: MIDL 2019 -- Extended Abstract Track | May 21, 2019 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Time to Die: Death Prediction in Dota 2 using Deep Learning | May 21, 2019 | Deep LearningDota 2 | CodeCode Available | 0 |
| Image Captioning based on Deep Learning Methods: A Survey | May 20, 2019 | DecoderDeep Learning | —Unverified | 0 |
| Transmitter Classification With Supervised Deep Learning | May 20, 2019 | ClassificationDeep Learning | —Unverified | 0 |
| Indoor Signal Focusing with Deep Learning Designed Reconfigurable Intelligent Surfaces | May 19, 2019 | Deep Learning | —Unverified | 0 |
| Transfer Learning based Detection of Diabetic Retinopathy from Small Dataset | May 17, 2019 | ClassificationDeep Learning | CodeCode Available | 0 |
| An Essay on Optimization Mystery of Deep Learning | May 17, 2019 | Deep Learning | —Unverified | 0 |