| How Deep is your Learning: the DL-HARD Annotated Deep Learning Dataset | May 17, 2021 | Deep Learning | CodeCode Available | 1 |
| CNN-based Approaches For Cross-Subject Classification in Motor Imagery: From The State-of-The-Art to DynamicNet | May 17, 2021 | Brain Computer InterfaceDeep Learning | CodeCode Available | 1 |
| Deep Learning Hamiltonian Monte Carlo | May 7, 2021 | Deep Learning | CodeCode Available | 1 |
| Structured dataset documentation: a datasheet for CheXpert | May 7, 2021 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| SkyCam: A Dataset of Sky Images and their Irradiance values | May 6, 2021 | Deep Learning | CodeCode Available | 1 |
| DeepSMOTE: Fusing Deep Learning and SMOTE for Imbalanced Data | May 5, 2021 | DecoderDeep Learning | CodeCode Available | 1 |
| One Detector to Rule Them All: Towards a General Deepfake Attack Detection Framework | May 1, 2021 | AllDeep Learning | CodeCode Available | 1 |
| Faster Meta Update Strategy for Noise-Robust Deep Learning | Apr 30, 2021 | Deep LearningImage Classification | CodeCode Available | 1 |
| Deep Learning Based Steel Pipe Weld Defect Detection | Apr 30, 2021 | Deep LearningDefect Detection | CodeCode Available | 1 |
| Deep learning with self-supervision and uncertainty regularization to count fish in underwater images | Apr 30, 2021 | Crowd CountingDecision Making | CodeCode Available | 1 |
| MongeNet: Efficient Sampler for Geometric Deep Learning | Apr 29, 2021 | Deep Learning | CodeCode Available | 1 |
| Synthetic 3D Data Generation Pipeline for Geometric Deep Learning in Architecture | Apr 26, 2021 | Deep LearningSynthetic Data Generation | CodeCode Available | 1 |
| Appearance-based Gaze Estimation With Deep Learning: A Review and Benchmark | Apr 26, 2021 | Deep LearningGaze Estimation | CodeCode Available | 1 |
| Deep Learning Based Assessment of Synthetic Speech Naturalness | Apr 23, 2021 | Deep LearningPrediction | CodeCode Available | 1 |
| Deep Video Matting via Spatio-Temporal Alignment and Aggregation | Apr 22, 2021 | DecoderDeep Learning | CodeCode Available | 1 |
| Deep learning with transfer functions: new applications in system identification | Apr 20, 2021 | Deep Learning | CodeCode Available | 1 |
| A Multi-Task Deep Learning Framework for Building Footprint Segmentation | Apr 19, 2021 | Boundary DetectionDeep Learning | CodeCode Available | 1 |
| The Intrinsic Dimension of Images and Its Impact on Learning | Apr 18, 2021 | Deep LearningImage Generation | CodeCode Available | 1 |
| Exploring Deep Learning for Joint Audio-Visual Lip Biometrics | Apr 17, 2021 | Deep LearningSpeaker Recognition | CodeCode Available | 1 |
| Bayesian graph convolutional neural networks via tempered MCMC | Apr 17, 2021 | Bayesian InferenceDeep Learning | CodeCode Available | 1 |
| PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models | Apr 15, 2021 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| Revisiting Light Field Rendering with Deep Anti-Aliasing Neural Network | Apr 14, 2021 | Deep LearningDepth Estimation | CodeCode Available | 1 |
| "Subverting the Jewtocracy": Online Antisemitism Detection Using Multimodal Deep Learning | Apr 13, 2021 | Deep LearningMultimodal Deep Learning | CodeCode Available | 1 |
| GPflux: A Library for Deep Gaussian Processes | Apr 12, 2021 | Deep LearningGaussian Processes | CodeCode Available | 1 |
| Traffic Forecasting using Vehicle-to-Vehicle Communication | Apr 12, 2021 | Deep Learning | CodeCode Available | 1 |
| 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 |
