| Fatigue Assessment using ECG and Actigraphy Sensors | Aug 6, 2020 | Decision MakingDeep Learning | CodeCode Available | 1 |
| Large-time asymptotics in deep learning | Aug 6, 2020 | Deep Learning | CodeCode Available | 1 |
| PowerGossip: Practical Low-Rank Communication Compression in Decentralized Deep Learning | Aug 4, 2020 | Deep Learning | CodeCode Available | 1 |
| A Survey on Text Classification: From Shallow to Deep Learning | Aug 2, 2020 | ClassificationDeep Learning | CodeCode Available | 1 |
| Efficient Deep Learning of Non-local Features for Hyperspectral Image Classification | Aug 2, 2020 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| Deep Graph Matching via Blackbox Differentiation of Combinatorial Solvers | Aug 1, 2020 | Combinatorial OptimizationDeep Learning | CodeCode Available | 1 |
| Self-supervised Bayesian Deep Learning for Image Recovery with Applications to Compressive Sensing | Aug 1, 2020 | Compressive SensingDeep Learning | CodeCode Available | 1 |
| Self-supervised learning through the eyes of a child | Jul 31, 2020 | Deep LearningSelf-Supervised Learning | CodeCode Available | 1 |
| Tempered Sigmoid Activations for Deep Learning with Differential Privacy | Jul 28, 2020 | Deep LearningPrivacy Preserving | CodeCode Available | 1 |
| EasierPath: An Open-source Tool for Human-in-the-loop Deep Learning of Renal Pathology | Jul 28, 2020 | Deep Learningobject-detection | CodeCode Available | 1 |
| Pan-Cancer Computational Histopathology (PC-CHiP) analysis using deep learning | Jul 27, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 |
| MCUNet: Tiny Deep Learning on IoT Devices | Jul 20, 2020 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| Deep Local Volatility | Jul 20, 2020 | Deep LearningExperimental Design | CodeCode Available | 1 |
| Deep Learning Based Brain Tumor Segmentation: A Survey | Jul 18, 2020 | Brain Tumor SegmentationDeep Learning | CodeCode Available | 1 |
| Deep Learning for Abstract Argumentation Semantics | Jul 15, 2020 | Abstract ArgumentationDeep Learning | CodeCode Available | 1 |
| Hands-on Bayesian Neural Networks -- a Tutorial for Deep Learning Users | Jul 14, 2020 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| Deep Learning for Quantile Regression under Right Censoring: DeepQuantreg | Jul 14, 2020 | Deep Learningquantile regression | CodeCode Available | 1 |
| Stutter Diagnosis and Therapy System Based on Deep Learning | Jul 13, 2020 | Deep Learning | CodeCode Available | 1 |
| Deep Learning modeling of Limit Order Book: a comparative perspective | Jul 12, 2020 | Deep Learning | CodeCode Available | 1 |
| Lightweight Modules for Efficient Deep Learning based Image Restoration | Jul 11, 2020 | ClassificationDeep Learning | CodeCode Available | 1 |
| Are pathologist-defined labels reproducible? Comparison of the TUPAC16 mitotic figure dataset with an alternative set of labels | Jul 10, 2020 | Deep Learningobject-detection | CodeCode Available | 1 |
| URSABench: Comprehensive Benchmarking of Approximate Bayesian Inference Methods for Deep Neural Networks | Jul 8, 2020 | Bayesian InferenceBenchmarking | CodeCode Available | 1 |
| Human Trajectory Forecasting in Crowds: A Deep Learning Perspective | Jul 7, 2020 | Deep LearningTrajectory Forecasting | CodeCode Available | 1 |
| Deep learning of thermodynamics-aware reduced-order models from data | Jul 3, 2020 | Deep Learning | CodeCode Available | 1 |
| Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers | Jul 3, 2020 | BenchmarkingDeep Learning | CodeCode Available | 1 |
| Deep Learning for Vision-based Prediction: A Survey | Jun 30, 2020 | Autonomous DrivingDeep Learning | CodeCode Available | 1 |
| Enhancing Least Square Channel Estimation Using Deep Learning | Jun 30, 2020 | Deep Learning | CodeCode Available | 1 |
| Unsupervised Deep Learning for Massive MIMO Hybrid Beamforming | Jun 30, 2020 | Deep Learning | CodeCode Available | 1 |
| Heteroskedastic and Imbalanced Deep Learning with Adaptive Regularization | Jun 29, 2020 | Deep LearningImage Classification | CodeCode Available | 1 |
| Large Deformation Diffeomorphic Image Registration with Laplacian Pyramid Networks | Jun 29, 2020 | Deep LearningImage Registration | CodeCode Available | 1 |
| Compressive MR Fingerprinting reconstruction with Neural Proximal Gradient iterations | Jun 27, 2020 | De-aliasingDeep Learning | CodeCode Available | 1 |
| Normalized Loss Functions for Deep Learning with Noisy Labels | Jun 24, 2020 | Deep LearningImage Classification | CodeCode Available | 1 |
| Direct Feedback Alignment Scales to Modern Deep Learning Tasks and Architectures | Jun 23, 2020 | Deep LearningRecommendation Systems | CodeCode Available | 1 |
| A Survey on Deep Learning for Localization and Mapping: Towards the Age of Spatial Machine Intelligence | Jun 22, 2020 | Deep LearningScene Understanding | CodeCode Available | 1 |
| Deep Learning Enabled Semantic Communication Systems | Jun 18, 2020 | Deep LearningSemantic Communication | CodeCode Available | 1 |
| Temporal Graph Networks for Deep Learning on Dynamic Graphs | Jun 18, 2020 | Deep LearningRecommendation Systems | CodeCode Available | 1 |
| Sparse GPU Kernels for Deep Learning | Jun 18, 2020 | Deep LearningGPU | CodeCode Available | 1 |
| Deep Learning Based Channel Estimation Schemes for IEEE 802.11p Standard | Jun 18, 2020 | Deep Learning | CodeCode Available | 1 |
| Fairness Through Robustness: Investigating Robustness Disparity in Deep Learning | Jun 17, 2020 | Decision MakingDeep Learning | CodeCode Available | 1 |
| Dissimilarity Mixture Autoencoder for Deep Clustering | Jun 15, 2020 | ClusteringDeep Clustering | CodeCode Available | 1 |
| Markov-Lipschitz Deep Learning | Jun 15, 2020 | Deep LearningDimensionality Reduction | CodeCode Available | 1 |
| Emotion Recognition in Audio and Video Using Deep Neural Networks | Jun 15, 2020 | Deep LearningEmotion Recognition | CodeCode Available | 1 |
| LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection | Jun 14, 2020 | Deep LearningPrivacy Preserving | CodeCode Available | 1 |
| TensorFlow with user friendly Graphical Framework for object detection API | Jun 11, 2020 | Deep LearningModel Selection | CodeCode Available | 1 |
| Deep Learning for Change Detection in Remote Sensing Images: Comprehensive Review and Meta-Analysis | Jun 10, 2020 | Change DetectionDeep Learning | CodeCode Available | 1 |
| Physics informed deep learning for computational elastodynamics without labeled data | Jun 10, 2020 | Deep LearningPhilosophy | CodeCode Available | 1 |
| Rendering Natural Camera Bokeh Effect with Deep Learning | Jun 10, 2020 | Deep Learning | CodeCode Available | 1 |
| Multi-fidelity Generative Deep Learning Turbulent Flows | Jun 8, 2020 | Deep Learning | CodeCode Available | 1 |
| Rethinking Importance Weighting for Deep Learning under Distribution Shift | Jun 8, 2020 | Deep Learning | CodeCode Available | 1 |
| Attention-Based Deep Learning Framework for Human Activity Recognition with User Adaptation | Jun 6, 2020 | Activity RecognitionDeep Learning | CodeCode Available | 1 |
