| Comprehensive Evaluation of Deep Learning Architectures for Prediction of DNA/RNA Sequence Binding Specificities | Jan 29, 2019 | Automatic Machine Learning Model SelectionDeep Learning | CodeCode Available | 0 |
| Does the Data Induce Capacity Control in Deep Learning? | Oct 27, 2021 | Deep LearningGeneralization Bounds | CodeCode Available | 0 |
| Doing More by Doing Less: How Structured Partial Backpropagation Improves Deep Learning Clusters | Nov 20, 2021 | Deep LearningScheduling | CodeCode Available | 0 |
| Deep Learning for Classification of Hyperspectral Data: A Comparative Review | Apr 24, 2019 | Deep LearningGeneral Classification | CodeCode Available | 0 |
| An Effective Baseline for Robustness to Distributional Shift | May 15, 2021 | Deep LearningOut-of-Distribution Detection | CodeCode Available | 0 |
| Benchmarking Generative AI Models for Deep Learning Test Input Generation | Dec 23, 2024 | BenchmarkingDeep Learning | CodeCode Available | 0 |
| Towards deep learning with segregated dendrites | Oct 1, 2016 | Deep Learning | CodeCode Available | 0 |
| Detection of Peri-Pancreatic Edema using Deep Learning and Radiomics Techniques | Apr 25, 2024 | Deep LearningDiagnostic | CodeCode Available | 0 |
| Reconstructing Patchy Reionization with Deep Learning | Jan 4, 2021 | Deep Learning | CodeCode Available | 0 |
| Benchmarking Robustness of Deep Learning Classifiers Using Two-Factor Perturbation | Mar 2, 2021 | BenchmarkingDeep Learning | CodeCode Available | 0 |
| Domain Transfer Through Image-to-Image Translation for Uncertainty-Aware Prostate Cancer Classification | Jul 2, 2023 | Cancer ClassificationDeep Learning | CodeCode Available | 0 |
| Deep Learning Detection of Inaccurate Smart Electricity Meters: A Case Study | Jul 26, 2019 | Deep LearningTime Series Analysis | CodeCode Available | 0 |
| Deep Learning-based Accelerated MR Cholangiopancreatography without Fully-sampled Data | May 6, 2024 | compressed sensingDeep Learning | CodeCode Available | 0 |
| On instabilities of deep learning in image reconstruction - Does AI come at a cost? | Feb 14, 2019 | Deep Learningimage-classification | CodeCode Available | 0 |
| On Interpretability of Artificial Neural Networks: A Survey | Jan 8, 2020 | Deep LearningMedical Diagnosis | CodeCode Available | 0 |
| Detection of False Positive and False Negative Samples in Semantic Segmentation | Dec 8, 2019 | Autonomous DrivingBIG-bench Machine Learning | CodeCode Available | 0 |
| Don't Forget to Sign the Gradients! | Mar 5, 2021 | Deep Learningimage-classification | CodeCode Available | 0 |
| Evaluating Explanation Methods for Deep Learning in Security | Jun 5, 2019 | Computer SecurityDeep Learning | CodeCode Available | 0 |
| Deep Learning for Classical Japanese Literature | Dec 3, 2018 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 |
| Reconstruction of frequency-localized functions from pointwise samples via least squares and deep learning | Feb 13, 2025 | Deep Learning | CodeCode Available | 0 |
| Detection and Localization of Image Forgeries using Resampling Features and Deep Learning | Jul 3, 2017 | Deep LearningGeneral Classification | CodeCode Available | 0 |
| Advanced Graph Clustering Methods: A Comprehensive and In-Depth Analysis | Jul 12, 2024 | ClusteringDeep Learning | CodeCode Available | 0 |
| Detecting and Counting Pistachios based on Deep Learning | May 8, 2020 | Deep Learning | CodeCode Available | 0 |
| Online Abstraction with MDP Homomorphisms for Deep Learning | Nov 30, 2018 | Deep Learning | CodeCode Available | 0 |
| Lightweight Deep Learning Framework for Accurate Particle Flow Energy Reconstruction | Oct 8, 2024 | Deep LearningImage Reconstruction | CodeCode Available | 0 |
| A deep learning-based remaining useful life prediction approach for bearings | Dec 8, 2018 | Deep Learning | CodeCode Available | 0 |
| Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction | May 11, 2018 | Aspect-Based Sentiment Analysis (ABSA)Aspect Extraction | CodeCode Available | 0 |
| Detection-aided liver lesion segmentation using deep learning | Nov 29, 2017 | Computed Tomography (CT)Deep Learning | CodeCode Available | 0 |
| Sketchy Empirical Natural Gradient Methods for Deep Learning | Jun 10, 2020 | Deep Learning | CodeCode Available | 0 |
| DPNAS: Neural Architecture Search for Deep Learning with Differential Privacy | Oct 16, 2021 | Deep LearningNeural Architecture Search | CodeCode Available | 0 |
| Online Deep Learning from Doubly-Streaming Data | Apr 25, 2022 | Deep Learning | CodeCode Available | 0 |
| DP-SGD vs PATE: Which Has Less Disparate Impact on Model Accuracy? | Jun 22, 2021 | Deep LearningFairness | CodeCode Available | 0 |
| DPSNet: End-to-end Deep Plane Sweep Stereo | May 2, 2019 | Deep LearningOptical Flow Estimation | CodeCode Available | 0 |
| Benchmarking Jetson Edge Devices with an End-to-end Video-based Anomaly Detection System | Jul 28, 2023 | Anomaly DetectionAutonomous Driving | CodeCode Available | 0 |
| Compositional generalization in a deep seq2seq model by separating syntax and semantics | Apr 22, 2019 | Deep LearningMachine Translation | CodeCode Available | 0 |
| Dragon: A Computation Graph Virtual Machine Based Deep Learning Framework | Jul 26, 2017 | Deep Learning | CodeCode Available | 0 |
| Dragon-Alpha&cu32: A Java-based Tensor Computing Framework With its High-Performance CUDA Library | May 15, 2023 | Deep Learning | CodeCode Available | 0 |
| Decay Replay Mining to Predict Next Process Events | Mar 12, 2019 | Deep Learning | CodeCode Available | 0 |
| Recovering high-quality FODs from a reduced number of diffusion-weighted images using a model-driven deep learning architecture | Jul 28, 2023 | Deep LearningSuper-Resolution | CodeCode Available | 0 |
| Detecting Volcano Deformation in InSAR using Deep learning | Jan 21, 2018 | Deep LearningEvent Detection | CodeCode Available | 0 |
| Ultrafast Cardiac Imaging Using Deep Learning For Speckle-Tracking Echocardiography | Jun 25, 2023 | Deep LearningImage Reconstruction | CodeCode Available | 0 |
| Temperature Optimization for Bayesian Deep Learning | Oct 8, 2024 | Deep Learning | CodeCode Available | 0 |
| Dropout as a Bayesian Approximation: Appendix | Jun 6, 2015 | Deep Learning | CodeCode Available | 0 |
| Dropout Concrete Autoencoder for Band Selection on HSI Scenes | Jan 29, 2024 | Deep LearningDescriptive | CodeCode Available | 0 |
| Dropout Feature Ranking for Deep Learning Models | Dec 22, 2017 | Deep LearningTime Series | CodeCode Available | 0 |
| Online Planner Selection with Graph Neural Networks and Adaptive Scheduling | Nov 1, 2018 | Deep LearningGraph Neural Network | CodeCode Available | 0 |
| An Edge Computing-Based Solution for Real-Time Leaf Disease Classification using Thermal Imaging | Nov 6, 2024 | Deep LearningEdge-computing | CodeCode Available | 0 |
| What Averages Do Not Tell -- Predicting Real Life Processes with Sequential Deep Learning | Oct 19, 2021 | Deep Learning | CodeCode Available | 0 |
| Early Recognition of Sepsis with Gaussian Process Temporal Convolutional Networks and Dynamic Time Warping | Feb 5, 2019 | Deep LearningDynamic Time Warping | CodeCode Available | 0 |
| Compact and Optimal Deep Learning with Recurrent Parameter Generators | Jul 15, 2021 | Deep LearningImage Classification | CodeCode Available | 0 |