| MDLdroid: a ChainSGD-reduce Approach to Mobile Deep Learning for Personal Mobile Sensing | Feb 7, 2020 | Deep LearningFederated Learning | —Unverified | 0 |
| Accelerating Deep Learning Inference via Freezing | Feb 7, 2020 | Deep LearningQuantization | —Unverified | 0 |
| Short sighted deep learning | Feb 7, 2020 | Deep Learning | —Unverified | 0 |
| Unboxing MAC Protocol Design Optimization Using Deep Learning | Feb 6, 2020 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 |
| Deep Learning for Classifying Food Waste | Feb 6, 2020 | Deep Learning | —Unverified | 0 |
| The Deep Learning Compiler: A Comprehensive Survey | Feb 6, 2020 | Deep LearningSurvey | CodeCode Available | 1 |
| PolyScientist: Automatic Loop Transformations Combined with Microkernels for Optimization of Deep Learning Primitives | Feb 6, 2020 | Deep Learning | —Unverified | 0 |
| Joint Deep Learning of Facial Expression Synthesis and Recognition | Feb 6, 2020 | Deep LearningFacial Expression Recognition | —Unverified | 0 |
| MAC Protocol Design Optimization Using Deep Learning | Feb 6, 2020 | Deep Learning | —Unverified | 0 |
| How Good is the Bayes Posterior in Deep Neural Networks Really? | Feb 6, 2020 | Bayesian InferenceDeep Learning | —Unverified | 0 |
| Extracting dispersion curves from ambient noise correlations using deep learning | Feb 5, 2020 | Deep LearningGeneral Classification | —Unverified | 0 |
| Deep Learning Tubes for Tube MPC | Feb 5, 2020 | Deep LearningModel-based Reinforcement Learning | —Unverified | 0 |
| CorsNet: 3D Point Cloud Registration by Deep Neural Network | Feb 3, 2020 | Deep LearningPoint Cloud Registration | —Unverified | 0 |
| Torch-Struct: Deep Structured Prediction Library | Feb 3, 2020 | Deep LearningPrediction | CodeCode Available | 2 |
| Classification of Chest Diseases using Wavelet Transforms and Transfer Learning | Feb 3, 2020 | ClassificationDeep Learning | —Unverified | 0 |
| Deep-URL: A Model-Aware Approach To Blind Deconvolution Based On Deep Unfolded Richardson-Lucy Network | Feb 3, 2020 | Deep Learning | —Unverified | 0 |
| SuperDTI: Ultrafast diffusion tensor imaging and fiber tractography with deep learning | Feb 3, 2020 | Deep Learning | —Unverified | 0 |
| Stan: Small tumor-aware network for breast ultrasound image segmentation | Feb 3, 2020 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| Interpretability of Blackbox Machine Learning Models through Dataview Extraction and Shadow Model creation | Feb 2, 2020 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| A Machine Consciousness architecture based on Deep Learning and Gaussian Processes | Feb 2, 2020 | Common Sense ReasoningDeep Learning | —Unverified | 0 |
| 3D Shape Segmentation with Geometric Deep Learning | Feb 2, 2020 | Deep LearningSegmentation | —Unverified | 0 |
| Deep synthesis regularization of inverse problems | Feb 1, 2020 | Deep Learning | —Unverified | 0 |
| DeepHIPS: A novel Deep Learning based Hippocampus Subfield Segmentation method | Jan 31, 2020 | Deep LearningHippocampus | —Unverified | 0 |
| Topology optimization of 2D structures with nonlinearities using deep learning | Jan 31, 2020 | Cloud ComputingDeep Learning | —Unverified | 0 |
| Deep Learning Based Unsupervised and Semi-supervised Classification for Keratoconus | Jan 31, 2020 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| Deep-AIR: A Hybrid CNN-LSTM Framework forFine-Grained Air Pollution Forecast | Jan 29, 2020 | Deep Learning | —Unverified | 0 |
| Exit Wavefunction Reconstruction from Single Transmisson Electron Micrographs with Deep Learning | Jan 29, 2020 | Deep Learning | CodeCode Available | 0 |
| The Case for Bayesian Deep Learning | Jan 29, 2020 | Bayesian InferenceDeep Learning | —Unverified | 0 |
| Evaluating the Progress of Deep Learning for Visual Relational Concepts | Jan 29, 2020 | ClassificationDeep Learning | —Unverified | 0 |
| Deep Xi as a Front-End for Robust Automatic Speech Recognition | Jan 28, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Deep Learning in Multi-organ Segmentation | Jan 28, 2020 | Deep LearningImage Segmentation | —Unverified | 0 |
| Learning to Catch Piglets in Flight | Jan 28, 2020 | Deep LearningObject | —Unverified | 0 |
| The Final Frontier: Deep Learning in Space | Jan 27, 2020 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Performance Analysis and Comparison of Machine and Deep Learning Algorithms for IoT Data Classification | Jan 27, 2020 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Point-of-Care Diabetic Retinopathy Diagnosis: A Standalone Mobile Application Approach | Jan 26, 2020 | Deep LearningDiagnostic | —Unverified | 0 |
| Deep Learning-based Image Compression with Trellis Coded Quantization | Jan 26, 2020 | DecoderDeep Learning | —Unverified | 0 |
| Lagrangian Duality for Constrained Deep Learning | Jan 26, 2020 | Deep LearningFairness | —Unverified | 0 |
| Deep learning-based retinal vessel segmentation with cross-modal evaluation | Jan 25, 2020 | Deep LearningRetinal Vessel Segmentation | —Unverified | 0 |
| Effect of GAN augmented dataset size on deep learning-based ultrasound bone segmentation model training | Jan 25, 2020 | Data AugmentationDeep Learning | —Unverified | 0 |
| Well-Calibrated Regression Uncertainty in Medical Imaging with Deep Learning | Jan 25, 2020 | Bayesian InferenceDeep Learning | CodeCode Available | 1 |
| 4D Deep Learning for Multiple-Sclerosis Lesion Activity Segmentation | Jan 25, 2020 | DecoderDeep Learning | —Unverified | 0 |
| Modular network for high accuracy object detection | Jan 24, 2020 | Deep LearningGeneral Classification | —Unverified | 0 |
| Plant Stem Segmentation Using Fast Ground Truth Generation | Jan 24, 2020 | Deep Learning | —Unverified | 0 |
| Fish Detection Using Deep Learning | Jan 23, 2020 | Data AugmentationDeep Learning | —Unverified | 0 |
| Uncertainty based Class Activation Maps for Visual Question Answering | Jan 23, 2020 | Deep LearningProbabilistic Deep Learning | —Unverified | 0 |
| Brain Tumor Classification Using Deep Learning Technique -- A Comparison between Cropped, Uncropped, and Segmented Lesion Images with Different Sizes | Jan 23, 2020 | BIG-bench Machine LearningBrain Tumor Classification | —Unverified | 0 |
| Compositional properties of emergent languages in deep learning | Jan 23, 2020 | Deep Learning | —Unverified | 0 |
| A Deep Learning Approach to Behavior-Based Learner Modeling | Jan 23, 2020 | Deep LearningWord Embeddings | —Unverified | 0 |
| Deep learning-based prediction of response to HER2-targeted neoadjuvant chemotherapy from pre-treatment dynamic breast MRI: A multi-institutional validation study | Jan 22, 2020 | Deep Learning | —Unverified | 0 |
| Safety Concerns and Mitigation Approaches Regarding the Use of Deep Learning in Safety-Critical Perception Tasks | Jan 22, 2020 | Deep Learning | —Unverified | 0 |