| DeepReduce: A Sparse-tensor Communication Framework for Federated Deep Learning | May 21, 2021 | Deep Learning | CodeCode Available | 1 |
| DeepReg: a deep learning toolkit for medical image registration | Nov 4, 2020 | Deep LearningImage Registration | CodeCode Available | 1 |
| Deep Reinforcement Learning Control of Quantum Cartpoles | Oct 21, 2019 | Deep LearningDeep Reinforcement Learning | CodeCode Available | 1 |
| DeepSeg: Deep Neural Network Framework for Automatic Brain Tumor Segmentation using Magnetic Resonance FLAIR Images | Apr 26, 2020 | Brain Tumor SegmentationDeep Learning | CodeCode Available | 1 |
| Adversarial Policy Gradient for Deep Learning Image Augmentation | Sep 9, 2019 | ClassificationDeep Learning | CodeCode Available | 1 |
| Deep Spatio-Temporal Wind Power Forecasting | Sep 29, 2021 | DecoderDeep Learning | CodeCode Available | 1 |
| Backdoor Attacks for Remote Sensing Data with Wavelet Transform | Nov 15, 2022 | Backdoor Attackbackdoor defense | CodeCode Available | 1 |
| deepstruct -- linking deep learning and graph theory | Nov 12, 2021 | Deep LearningNeural Architecture Search | CodeCode Available | 1 |
| Accuracy of Deep Learning in Calibrating HJM Forward Curves | Jun 2, 2020 | Deep Learning | CodeCode Available | 1 |
| A Benchmark on Uncertainty Quantification for Deep Learning Prognostics | Feb 9, 2023 | Active LearningDecision Making | CodeCode Available | 1 |
| A Comprehensive Survey on Heart Sound Analysis in the Deep Learning Era | Jan 23, 2023 | Deep Learning | CodeCode Available | 1 |
| DeepVARwT: Deep Learning for a VAR Model with Trend | Sep 21, 2022 | Deep LearningTime Series | CodeCode Available | 1 |
| DeezyMatch: A Flexible Deep Learning Approach to Fuzzy String Matching | Oct 1, 2020 | Deep LearningTransfer Learning | CodeCode Available | 1 |
| DeltaConv: Anisotropic Operators for Geometric Deep Learning on Point Clouds | Nov 16, 2021 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| Dense Associative Memory for Pattern Recognition | Jun 3, 2016 | Deep Learning | CodeCode Available | 1 |
| Deploying deep learning in OpenFOAM with TensorFlow | Dec 1, 2020 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks | Jul 14, 2022 | Autonomous DrivingDeblurring | CodeCode Available | 1 |
| Avoiding Catastrophe: Active Dendrites Enable Multi-Task Learning in Dynamic Environments | Dec 31, 2021 | Continual LearningDeep Learning | CodeCode Available | 1 |
| DGM: A deep learning algorithm for solving partial differential equations | Aug 24, 2017 | Deep Learning | CodeCode Available | 1 |
| "Did you really mean what you said?" : Sarcasm Detection in Hindi-English Code-Mixed Data using Bilingual Word Embeddings | Oct 1, 2020 | Deep LearningSarcasm Detection | CodeCode Available | 1 |
| A Visual Analytics Framework for Explaining and Diagnosing Transfer Learning Processes | Sep 15, 2020 | Deep LearningDescriptive | CodeCode Available | 1 |
| DINOv2 Rocks Geological Image Analysis: Classification, Segmentation, and Interpretability | Jul 25, 2024 | ClusteringDeep Learning | CodeCode Available | 1 |
| Adversarial Robust Training of Deep Learning MRI Reconstruction Models | Oct 30, 2020 | Deep LearningImage Reconstruction | CodeCode Available | 1 |
| Direct Feedback Alignment Scales to Modern Deep Learning Tasks and Architectures | Jun 23, 2020 | Deep LearningRecommendation Systems | CodeCode Available | 1 |
| BayesDLL: Bayesian Deep Learning Library | Sep 22, 2023 | Bayesian InferenceDeep Learning | CodeCode Available | 1 |
