| An Overview of Deep-Learning-Based Audio-Visual Speech Enhancement and Separation | Aug 21, 2020 | Deep LearningSpeech Enhancement | CodeCode Available | 1 | 5 |
| A Survey on Deep Learning for Human Mobility | Dec 4, 2020 | Deep LearningSurvey | CodeCode Available | 1 | 5 |
| Disjoint-CNN for Multivariate Time Series Classification | Jan 20, 2022 | ClassificationDeep Learning | CodeCode Available | 1 | 5 |
| Dissimilarity Mixture Autoencoder for Deep Clustering | Jun 15, 2020 | ClusteringDeep Clustering | CodeCode Available | 1 | 5 |
| Deep Learning for Portfolio Optimization | May 27, 2020 | Deep LearningPortfolio Optimization | CodeCode Available | 1 | 5 |
| DiverseVul: A New Vulnerable Source Code Dataset for Deep Learning Based Vulnerability Detection | Apr 1, 2023 | Deep LearningFeature Engineering | CodeCode Available | 1 | 5 |
| Autonomous Embodied Agents: When Robotics Meets Deep Learning Reasoning | May 2, 2025 | Deep Learning | CodeCode Available | 1 | 5 |
| DL4DS -- Deep Learning for empirical DownScaling | May 7, 2022 | Deep LearningSuper-Resolution | CodeCode Available | 1 | 5 |
| ACEnet: Anatomical Context-Encoding Network for Neuroanatomy Segmentation | Feb 13, 2020 | Computational EfficiencyDeep Learning | CodeCode Available | 1 | 5 |
| A Variational Auto-Encoder for Reservoir Monitoring | Sep 23, 2020 | Deep Learning | CodeCode Available | 1 | 5 |
| A Fair Evaluation of Various Deep Learning-Based Document Image Binarization Approaches | Jan 22, 2024 | BinarizationDeep Learning | CodeCode Available | 1 | 5 |
| Avoiding Catastrophe: Active Dendrites Enable Multi-Task Learning in Dynamic Environments | Dec 31, 2021 | Continual LearningDeep Learning | CodeCode Available | 1 | 5 |
| BayesDLL: Bayesian Deep Learning Library | Sep 22, 2023 | Bayesian InferenceDeep Learning | CodeCode Available | 1 | 5 |
| Bayesian graph convolutional neural networks via tempered MCMC | Apr 17, 2021 | Bayesian InferenceDeep Learning | CodeCode Available | 1 | 5 |
| BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks | Jul 14, 2022 | Autonomous DrivingDeblurring | CodeCode Available | 1 | 5 |
| Domain Generalization Strategy to Train Classifiers Robust to Spatial-Temporal Shift | Dec 6, 2022 | Deep LearningDomain Generalization | CodeCode Available | 1 | 5 |
| Deep Learning for Functional Data Analysis with Adaptive Basis Layers | Jun 19, 2021 | Deep LearningDimensionality Reduction | CodeCode Available | 1 | 5 |
| Bayesian Deep Learning and a Probabilistic Perspective of Generalization | Feb 20, 2020 | Deep LearningGaussian Processes | CodeCode Available | 1 | 5 |
| Aerial Imagery Pile burn detection using Deep Learning: the FLAME dataset | Dec 28, 2020 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 1 | 5 |
| InceptionTime: Finding AlexNet for Time Series Classification | Sep 11, 2019 | Deep LearningGeneral Classification | CodeCode Available | 1 | 5 |
| BBS: Bi-directional Bit-level Sparsity for Deep Learning Acceleration | Sep 8, 2024 | Deep LearningQuantization | CodeCode Available | 1 | 5 |
| Bayesian sparsification for deep neural networks with Bayesian model reduction | Sep 21, 2023 | Deep LearningVariational Inference | CodeCode Available | 1 | 5 |
| An Open and Large-Scale Dataset for Multi-Modal Climate Change-aware Crop Yield Predictions | Jun 10, 2024 | Deep LearningDrug Discovery | CodeCode Available | 1 | 5 |
| Effective Deep Learning Models for Automatic Diacritization of Arabic Text | Nov 1, 2020 | Arabic Text DiacritizationDecoder | CodeCode Available | 1 | 5 |
| Deep Learning for General Game Playing with Ludii and Polygames | Jan 23, 2021 | Board GamesDeep Learning | CodeCode Available | 1 | 5 |
