| The World as a Graph: Improving El Niño Forecasts with Graph Neural Networks | Apr 11, 2021 | Deep Learning | CodeCode Available | 1 |
| deepregression: a Flexible Neural Network Framework for Semi-Structured Deep Distributional Regression | Apr 6, 2021 | Deep Learningregression | CodeCode Available | 1 |
| Are Bias Mitigation Techniques for Deep Learning Effective? | Apr 1, 2021 | Deep LearningQuestion Answering | CodeCode Available | 1 |
| Next Generation Multitarget Trackers: Random Finite Set Methods vs Transformer-based Deep Learning | Apr 1, 2021 | Autonomous DrivingDeep Learning | CodeCode Available | 1 |
| LayoutParser: A Unified Toolkit for Deep Learning Based Document Image Analysis | Mar 29, 2021 | Deep Learning | CodeCode Available | 1 |
| A Temporal Kernel Approach for Deep Learning with Continuous-time Information | Mar 28, 2021 | Deep LearningDensity Estimation | CodeCode Available | 1 |
| Evaluation of deep learning models for multi-step ahead time series prediction | Mar 26, 2021 | DecoderDeep Learning | CodeCode Available | 1 |
| An Empirical Analysis of Image-Based Learning Techniques for Malware Classification | Mar 24, 2021 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| An Experimental Review on Deep Learning Architectures for Time Series Forecasting | Mar 22, 2021 | Deep LearningTime Series | CodeCode Available | 1 |
| MONAIfbs: MONAI-based fetal brain MRI deep learning segmentation | Mar 21, 2021 | Brain SegmentationDeep Learning | CodeCode Available | 1 |
| Interpretable Deep Learning: Interpretation, Interpretability, Trustworthiness, and Beyond | Mar 19, 2021 | Adversarial RobustnessDeep Learning | CodeCode Available | 1 |
| What's in My LiDAR Odometry Toolbox? | Mar 17, 2021 | Deep Learning | CodeCode Available | 1 |
| The QXS-SAROPT Dataset for Deep Learning in SAR-Optical Data Fusion | Mar 15, 2021 | Deep LearningSAR Ship Detection | CodeCode Available | 1 |
| Attack as Defense: Characterizing Adversarial Examples using Robustness | Mar 13, 2021 | Deep Learning | CodeCode Available | 1 |
| FAIR1M: A Benchmark Dataset for Fine-grained Object Recognition in High-Resolution Remote Sensing Imagery | Mar 9, 2021 | Deep LearningObject | CodeCode Available | 1 |
| Deep Learning for Android Malware Defenses: a Systematic Literature Review | Mar 9, 2021 | Android Malware DetectionDeep Learning | CodeCode Available | 1 |
| Learning to Generate Music With Sentiment | Mar 9, 2021 | Deep LearningMusic Generation | CodeCode Available | 1 |
| Spectral Tensor Train Parameterization of Deep Learning Layers | Mar 7, 2021 | Deep Learningimage-classification | CodeCode Available | 1 |
| VIPriors 1: Visual Inductive Priors for Data-Efficient Deep Learning Challenges | Mar 5, 2021 | Action RecognitionData Augmentation | CodeCode Available | 1 |
| Evaluation of Complexity Measures for Deep Learning Generalization in Medical Image Analysis | Mar 4, 2021 | Deep LearningDomain Generalization | CodeCode Available | 1 |
| Deep learning, machine vision in agriculture in 2021 | Mar 3, 2021 | Deep Learning | CodeCode Available | 1 |
| Deep Recurrent Encoder: A scalable end-to-end network to model brain signals | Mar 3, 2021 | Deep Learning | CodeCode Available | 1 |
| InstantDL-An easy-to-use deep learning pipeline for image segmentation and classification | Mar 2, 2021 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| HED-UNet: Combined Segmentation and Edge Detection for Monitoring the Antarctic Coastline | Mar 2, 2021 | Deep LearningEdge Detection | CodeCode Available | 1 |
| Deep J-Sense: Accelerated MRI Reconstruction via Unrolled Alternating Optimization | Mar 2, 2021 | compressed sensingDeep Learning | CodeCode Available | 1 |
