| DPSNet: End-to-end Deep Plane Sweep Stereo | May 2, 2019 | Deep LearningOptical Flow Estimation | CodeCode Available | 0 | 5 |
| Evaluating Explanation Methods for Deep Learning in Security | Jun 5, 2019 | Computer SecurityDeep Learning | CodeCode Available | 0 | 5 |
| Don't Forget to Sign the Gradients! | Mar 5, 2021 | Deep Learningimage-classification | CodeCode Available | 0 | 5 |
| A Biologically Plausible Learning Rule for Deep Learning in the Brain | Nov 5, 2018 | Deep Learningimage-classification | 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 |
| Dragon: A Computation Graph Virtual Machine Based Deep Learning Framework | Jul 26, 2017 | Deep Learning | CodeCode Available | 0 | 5 |
| Drug-Target Indication Prediction by Integrating End-to-End Learning and Fingerprints | Dec 3, 2019 | Deep LearningDrug Discovery | CodeCode Available | 0 | 5 |
| Does the Data Induce Capacity Control in Deep Learning? | Oct 27, 2021 | Deep LearningGeneralization Bounds | 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 |
| Doing More by Doing Less: How Structured Partial Backpropagation Improves Deep Learning Clusters | Nov 20, 2021 | Deep LearningScheduling | 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 |
| A Direct Approach to Robust Deep Learning Using Adversarial Networks | May 23, 2019 | Deep LearningGeneral Classification | CodeCode Available | 0 | 5 |
| Application of a Convolutional Neural Network for image classification to the analysis of collisions in High Energy Physics | Aug 23, 2017 | Deep LearningGeneral Classification | CodeCode Available | 0 | 5 |
| Appearance of Random Matrix Theory in Deep Learning | Feb 12, 2021 | 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 |
| Domain Transfer Through Image-to-Image Translation for Uncertainty-Aware Prostate Cancer Classification | Jul 2, 2023 | Cancer 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 |
| DeltaNN: Assessing the Impact of Computational Environment Parameters on the Performance of Image Recognition Models | Jun 5, 2023 | Autonomous DrivingDeep Learning | CodeCode Available | 0 | 5 |
| DLL: A Blazing Fast Deep Neural Network Library | Apr 11, 2018 | CPUDeep Learning | 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 |
| Distributional Refinement Network: Distributional Forecasting via Deep Learning | Jun 3, 2024 | Deep Learningregression | CodeCode Available | 0 | 5 |
| DL2: A Deep Learning-driven Scheduler for Deep Learning Clusters | Sep 13, 2019 | Deep LearningFairness | CodeCode Available | 0 | 5 |
| DSAC - Differentiable RANSAC for Camera Localization | Nov 17, 2016 | Camera LocalizationDeep Learning | 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 |
| Dissecting Neural ODEs | Feb 19, 2020 | Deep Learning | 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 |
| Discovering Implicit Knowledge with Unary Relations | Jul 1, 2018 | Deep LearningKnowledge Base Population | CodeCode Available | 0 | 5 |
| A Demonstration of Smart Doorbell Design Using Federated Deep Learning | Oct 19, 2020 | Deep Learning | CodeCode Available | 0 | 5 |
| A parallel Fortran framework for neural networks and deep learning | Feb 18, 2019 | Deep Learning | CodeCode Available | 0 | 5 |
| ADELT: Transpilation Between Deep Learning Frameworks | Mar 7, 2023 | Deep Learning | CodeCode Available | 0 | 5 |
| Direct multi-modal inversion of geophysical logs using deep learning | Nov 29, 2021 | Deep LearningTrajectory Prediction | CodeCode Available | 0 | 5 |
| An Unsupervised Deep Learning Method for Multi-coil Cine MRI | Dec 20, 2019 | Deep LearningMRI Reconstruction | CodeCode Available | 0 | 5 |
| DIMAL: Deep Isometric Manifold Learning Using Sparse Geodesic Sampling | Nov 16, 2017 | Deep Learning | CodeCode Available | 0 | 5 |
| DIMAT: Decentralized Iterative Merging-And-Training for Deep Learning Models | Apr 11, 2024 | Deep Learning | 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 |
| ABC: A Big CAD Model Dataset For Geometric Deep Learning | Dec 15, 2018 | Deep Learning | CodeCode Available | 0 | 5 |
| Digital Image Forensics using Deep Learning | Oct 14, 2022 | Deep LearningImage Forensics | 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 |
| Discerning Decision-Making Process of Deep Neural Networks with Hierarchical Voting Transformation | Dec 1, 2021 | Decision MakingDeep 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 |
| Generalizing Differentially Private Decentralized Deep Learning with Multi-Agent Consensus | Jun 24, 2023 | Deep Learning | CodeCode Available | 0 | 5 |
| Answer Set Networks: Casting Answer Set Programming into Deep Learning | Dec 19, 2024 | CPUDeep Learning | CodeCode Available | 0 | 5 |
| Deep Iterative Surface Normal Estimation | Apr 15, 2019 | Deep LearningSurface Normal Estimation | 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 |
| dhSegment: A generic deep-learning approach for document segmentation | Apr 27, 2018 | Deep LearningDiversity | CodeCode Available | 0 | 5 |
| Deep Functional Factor Models: Forecasting High-Dimensional Functional Time Series via Bayesian Nonparametric Factorization | May 23, 2023 | Deep LearningTime Series | 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 |
| Developing a Chatbot system using Deep Learning based for Universities consultancy | Feb 28, 2022 | ChatbotDeep Learning | CodeCode Available | 0 | 5 |
| An overview of deep learning in medical imaging focusing on MRI | Nov 25, 2018 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 | 5 |