| A Fair Evaluation of Various Deep Learning-Based Document Image Binarization Approaches | Jan 22, 2024 | BinarizationDeep Learning | CodeCode Available | 1 | 5 |
| Frequency Domain Adversarial Training for Robust Volumetric Medical Segmentation | Jul 14, 2023 | Adversarial AttackDeep Learning | CodeCode Available | 1 | 5 |
| A Refined Deep Learning Architecture for Diabetic Foot Ulcers Detection | Jul 15, 2020 | Deep LearningDiabetic Foot Ulcer Detection | CodeCode Available | 0 | 5 |
| Don't Forget to Sign the Gradients! | Mar 5, 2021 | Deep Learningimage-classification | CodeCode Available | 0 | 5 |
| Adversarial Attacks Against Medical Deep Learning Systems | Apr 15, 2018 | Deep Learning | CodeCode Available | 0 | 5 |
| Are deep learning models superior for missing data imputation in large surveys? Evidence from an empirical comparison | Mar 14, 2021 | Deep LearningDenoising | CodeCode Available | 0 | 5 |
| Evaluating Explanation Methods for Deep Learning in Security | Jun 5, 2019 | Computer SecurityDeep Learning | CodeCode Available | 0 | 5 |
| Doing More by Doing Less: How Structured Partial Backpropagation Improves Deep Learning Clusters | Nov 20, 2021 | Deep LearningScheduling | CodeCode Available | 0 | 5 |
| Does the Data Induce Capacity Control in Deep Learning? | Oct 27, 2021 | Deep LearningGeneralization Bounds | CodeCode Available | 0 | 5 |
| A Recurrent Model for Collective Entity Linking with Adaptive Features | Apr 3, 2020 | Deep LearningEntity Disambiguation | CodeCode Available | 0 | 5 |
| Does pre-training on brain-related tasks results in better deep-learning-based brain age biomarkers? | Jul 11, 2023 | Age EstimationDeep Learning | CodeCode Available | 0 | 5 |
| Domain Transfer Through Image-to-Image Translation for Uncertainty-Aware Prostate Cancer Classification | Jul 2, 2023 | Cancer ClassificationDeep Learning | CodeCode Available | 0 | 5 |
| Action Schema Networks: Generalised Policies with Deep Learning | Sep 13, 2017 | Deep Learning | CodeCode Available | 0 | 5 |
| DL-Reg: A Deep Learning Regularization Technique using Linear Regression | Oct 31, 2020 | Deep Learningregression | CodeCode Available | 0 | 5 |
| DLVM: A modern compiler infrastructure for deep learning systems | Nov 8, 2017 | Code GenerationDeep Learning | CodeCode Available | 0 | 5 |
| AraNet: A Deep Learning Toolkit for Arabic Social Media | Dec 30, 2019 | Deep LearningFeature Engineering | CodeCode Available | 0 | 5 |
| Advancing Wheat Crop Analysis: A Survey of Deep Learning Approaches Using Hyperspectral Imaging | May 1, 2025 | Deep Learning | CodeCode Available | 0 | 5 |
| AraDIC: Arabic Document Classification using Image-Based Character Embeddings and Class-Balanced Loss | Jun 20, 2020 | ClassificationDeep Learning | CodeCode Available | 0 | 5 |
| DLBI: Deep learning guided Bayesian inference for structure reconstruction of super-resolution fluorescence microscopy | May 20, 2018 | Bayesian InferenceDeep Learning | CodeCode Available | 0 | 5 |
| DLL: A Blazing Fast Deep Neural Network Library | Apr 11, 2018 | CPUDeep Learning | CodeCode Available | 0 | 5 |
| Do Deep Learning Methods Really Perform Better in Molecular Conformation Generation? | Feb 14, 2023 | Deep LearningDrug Discovery | CodeCode Available | 0 | 5 |
| Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction | May 11, 2018 | Aspect-Based Sentiment Analysis (ABSA)Aspect Extraction | CodeCode Available | 0 | 5 |
| DivShift: Exploring Domain-Specific Distribution Shifts in Large-Scale, Volunteer-Collected Biodiversity Datasets | Oct 17, 2024 | Deep LearningFine-Grained Image Classification | CodeCode Available | 0 | 5 |
| DL2: A Deep Learning-driven Scheduler for Deep Learning Clusters | Sep 13, 2019 | Deep LearningFairness | CodeCode Available | 0 | 5 |
| Arabic Dialect Identification Using BERT Fine-Tuning | Dec 1, 2020 | Deep LearningDialect Identification | CodeCode Available | 0 | 5 |
| A Question-centric Multi-experts Contrastive Learning Framework for Improving the Accuracy and Interpretability of Deep Sequential Knowledge Tracing Models | Mar 12, 2024 | Contrastive LearningDeep Learning | CodeCode Available | 0 | 5 |
| Distributional Refinement Network: Distributional Forecasting via Deep Learning | Jun 3, 2024 | Deep Learningregression | CodeCode Available | 0 | 5 |
| A Quantitative and Qualitative Analysis of Suicide Ideation Detection using Deep Learning | Jun 17, 2022 | Deep Learningtext-classification | CodeCode Available | 0 | 5 |
| A Quadratic Synchronization Rule for Distributed Deep Learning | Oct 22, 2023 | Deep Learning | CodeCode Available | 0 | 5 |
| Distributing Deep Learning Hyperparameter Tuning for 3D Medical Image Segmentation | Oct 29, 2021 | BenchmarkingBrain Tumor Segmentation | CodeCode Available | 0 | 5 |
| Dist Loss: Enhancing Regression in Few-Shot Region through Distribution Distance Constraint | Nov 20, 2024 | Deep Learningimbalanced classification | CodeCode Available | 0 | 5 |
| APTx: better activation function than MISH, SWISH, and ReLU's variants used in deep learning | Sep 10, 2022 | Deep Learning | CodeCode Available | 0 | 5 |
| Dissecting Neural ODEs | Feb 19, 2020 | Deep Learning | CodeCode Available | 0 | 5 |
| Bayesian Evidential Deep Learning with PAC Regularization | Jun 3, 2019 | Deep LearningUncertainty Quantification | CodeCode Available | 0 | 5 |
| A Probabilistic Theory of Deep Learning | Apr 2, 2015 | Deep LearningObject | CodeCode Available | 0 | 5 |
| Discovering Implicit Knowledge with Unary Relations | Jul 1, 2018 | Deep LearningKnowledge Base Population | CodeCode Available | 0 | 5 |
| A Critical Analysis of the Limitation of Deep Learning based 3D Dental Mesh Segmentation Methods in Segmenting Partial Scans | Apr 29, 2023 | Deep LearningSegmentation | CodeCode Available | 0 | 5 |
| Discovering Generative Models from Event Logs: Data-driven Simulation vs Deep Learning | Sep 8, 2020 | Deep Learning | CodeCode Available | 0 | 5 |
| Distributed deep learning on edge-devices: feasibility via adaptive compression | Feb 15, 2017 | BIG-bench Machine LearningCPU | CodeCode Available | 0 | 5 |
| A Primal Dual Formulation For Deep Learning With Constraints | Dec 1, 2019 | Deep LearningEntity Typing | CodeCode Available | 0 | 5 |
| DIMAT: Decentralized Iterative Merging-And-Training for Deep Learning Models | Apr 11, 2024 | Deep Learning | CodeCode Available | 0 | 5 |
| Weight Matrix Dimensionality Reduction in Deep Learning via Kronecker Multi-layer Architectures | Apr 8, 2022 | Deep LearningDimensionality Reduction | CodeCode Available | 0 | 5 |
| Differential testing for machine learning: an analysis for classification algorithms beyond deep learning | Jul 25, 2022 | Deep Learningsoftware testing | CodeCode Available | 0 | 5 |
| Digital Image Forensics using Deep Learning | Oct 14, 2022 | Deep LearningImage Forensics | CodeCode Available | 0 | 5 |
| Differentially private federated deep learning for multi-site medical image segmentation | Jul 6, 2021 | Deep LearningFederated Learning | CodeCode Available | 0 | 5 |
| Differentially Private Multivariate Time Series Forecasting of Aggregated Human Mobility With Deep Learning: Input or Gradient Perturbation? | May 1, 2022 | Decision MakingDeep Learning | CodeCode Available | 0 | 5 |
| DIMAL: Deep Isometric Manifold Learning Using Sparse Geodesic Sampling | Nov 16, 2017 | Deep Learning | CodeCode Available | 0 | 5 |
| Approximation Theory, Computing, and Deep Learning on the Wasserstein Space | Oct 30, 2023 | Deep Learning | CodeCode Available | 0 | 5 |
| Deep Iterative Surface Normal Estimation | Apr 15, 2019 | Deep LearningSurface Normal Estimation | CodeCode Available | 0 | 5 |
| Approximating Poker Probabilities with Deep Learning | Aug 22, 2018 | Card GamesDeep Learning | CodeCode Available | 0 | 5 |