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TitleStatusHype
A Fair Evaluation of Various Deep Learning-Based Document Image Binarization ApproachesCode1
Frequency Domain Adversarial Training for Robust Volumetric Medical SegmentationCode1
A Refined Deep Learning Architecture for Diabetic Foot Ulcers DetectionCode0
Don't Forget to Sign the Gradients!Code0
Adversarial Attacks Against Medical Deep Learning SystemsCode0
Are deep learning models superior for missing data imputation in large surveys? Evidence from an empirical comparisonCode0
Evaluating Explanation Methods for Deep Learning in SecurityCode0
Doing More by Doing Less: How Structured Partial Backpropagation Improves Deep Learning ClustersCode0
Does the Data Induce Capacity Control in Deep Learning?Code0
A Recurrent Model for Collective Entity Linking with Adaptive FeaturesCode0
Does pre-training on brain-related tasks results in better deep-learning-based brain age biomarkers?Code0
Domain Transfer Through Image-to-Image Translation for Uncertainty-Aware Prostate Cancer ClassificationCode0
Action Schema Networks: Generalised Policies with Deep LearningCode0
DL-Reg: A Deep Learning Regularization Technique using Linear RegressionCode0
DLVM: A modern compiler infrastructure for deep learning systemsCode0
AraNet: A Deep Learning Toolkit for Arabic Social MediaCode0
Advancing Wheat Crop Analysis: A Survey of Deep Learning Approaches Using Hyperspectral ImagingCode0
AraDIC: Arabic Document Classification using Image-Based Character Embeddings and Class-Balanced LossCode0
DLBI: Deep learning guided Bayesian inference for structure reconstruction of super-resolution fluorescence microscopyCode0
DLL: A Blazing Fast Deep Neural Network LibraryCode0
Do Deep Learning Methods Really Perform Better in Molecular Conformation Generation?Code0
Double Embeddings and CNN-based Sequence Labeling for Aspect ExtractionCode0
DivShift: Exploring Domain-Specific Distribution Shifts in Large-Scale, Volunteer-Collected Biodiversity DatasetsCode0
DL2: A Deep Learning-driven Scheduler for Deep Learning ClustersCode0
Arabic Dialect Identification Using BERT Fine-TuningCode0
A Question-centric Multi-experts Contrastive Learning Framework for Improving the Accuracy and Interpretability of Deep Sequential Knowledge Tracing ModelsCode0
Distributional Refinement Network: Distributional Forecasting via Deep LearningCode0
A Quantitative and Qualitative Analysis of Suicide Ideation Detection using Deep LearningCode0
A Quadratic Synchronization Rule for Distributed Deep LearningCode0
Distributing Deep Learning Hyperparameter Tuning for 3D Medical Image SegmentationCode0
Dist Loss: Enhancing Regression in Few-Shot Region through Distribution Distance ConstraintCode0
APTx: better activation function than MISH, SWISH, and ReLU's variants used in deep learningCode0
Dissecting Neural ODEsCode0
Bayesian Evidential Deep Learning with PAC RegularizationCode0
A Probabilistic Theory of Deep LearningCode0
Discovering Implicit Knowledge with Unary RelationsCode0
A Critical Analysis of the Limitation of Deep Learning based 3D Dental Mesh Segmentation Methods in Segmenting Partial ScansCode0
Discovering Generative Models from Event Logs: Data-driven Simulation vs Deep LearningCode0
Distributed deep learning on edge-devices: feasibility via adaptive compressionCode0
A Primal Dual Formulation For Deep Learning With ConstraintsCode0
DIMAT: Decentralized Iterative Merging-And-Training for Deep Learning ModelsCode0
Weight Matrix Dimensionality Reduction in Deep Learning via Kronecker Multi-layer ArchitecturesCode0
Differential testing for machine learning: an analysis for classification algorithms beyond deep learningCode0
Digital Image Forensics using Deep LearningCode0
Differentially private federated deep learning for multi-site medical image segmentationCode0
Differentially Private Multivariate Time Series Forecasting of Aggregated Human Mobility With Deep Learning: Input or Gradient Perturbation?Code0
DIMAL: Deep Isometric Manifold Learning Using Sparse Geodesic SamplingCode0
Approximation Theory, Computing, and Deep Learning on the Wasserstein SpaceCode0
Deep Iterative Surface Normal EstimationCode0
Approximating Poker Probabilities with Deep LearningCode0
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