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Papers

Showing 19011950 of 9423 papers

TitleStatusHype
A forward differential deep learning-based algorithm for solving high-dimensional nonlinear backward stochastic differential equations0
PriPHiT: Privacy-Preserving Hierarchical Training of Deep Neural Networks0
On the Geometry of Deep Learning0
Impacts of floating-point non-associativity on reproducibility for HPC and deep learning applicationsCode0
CROCODILE: Causality aids RObustness via COntrastive DIsentangled LEarningCode0
Clutter Classification Using Deep Learning in Multiple Stages0
Segmentation of Mental Foramen in Orthopantomographs: A Deep Learning Approach0
Hate Speech Detection and Classification in Amharic Text with Deep Learning0
Do Sharpness-based Optimizers Improve Generalization in Medical Image Analysis?0
Biomedical Image Segmentation: A Systematic Literature Review of Deep Learning Based Object Detection Methods0
Post-Mortem Human Iris Segmentation Analysis with Deep Learning0
Sparse Deep Learning Models with the _1 Regularization0
Scribble-Based Interactive Segmentation of Medical Hyperspectral Images0
Bayesian Kolmogorov Arnold Networks (Bayesian_KANs): A Probabilistic Approach to Enhance Accuracy and Interpretability0
RobNODDI: Robust NODDI Parameter Estimation with Adaptive Sampling under Continuous Representation0
Distilling Machine Learning's Added Value: Pareto Fronts in Atmospheric ApplicationsCode0
Understanding Deep Learning via Notions of Rank0
Comparison of Embedded Spaces for Deep Learning Classification0
Deep Learning Meets OBIA: Tasks, Challenges, Strategies, and Perspectives0
Deep Learning Approach for Ear Recognition and Longitudinal Evaluation in Children0
Deep Learning Framework for History Matching CO2 Storage with 4D Seismic and Monitoring Well Data0
NeuralBeta: Estimating Beta Using Deep Learning0
Deep Learning based Visually Rich Document Content Understanding: A Survey0
A Systematic Review of Intermediate Fusion in Multimodal Deep Learning for Biomedical Applications0
Regional quality estimation for echocardiography using deep learningCode0
What comes after transformers? -- A selective survey connecting ideas in deep learning0
Discovering Car-following Dynamics from Trajectory Data through Deep Learning0
Enhancing Changepoint Detection: Penalty Learning through Deep Learning TechniquesCode0
Deep Learning for Options Trading: An End-To-End Approach0
Dynamic Universal Approximation Theory: Foundations for Parallelism in Neural Networks0
Differentially Private Block-wise Gradient Shuffle for Deep Learning0
Enhanced Self-Checkout System for Retail Based on Improved YOLOv100
Space-scale Exploration of the Poor Reliability of Deep Learning Models: the Case of the Remote Sensing of Rooftop Photovoltaic SystemsCode0
Deep Learning for Super-resolution Ultrasound Imaging with Spatiotemporal Data0
VolDoGer: LLM-assisted Datasets for Domain Generalization in Vision-Language Tasks0
Adaptive Soft Error Protection for Deep Learning0
Enhancing Black-Scholes Delta Hedging via Deep Learning0
Deep Learning Based Crime Prediction Models: Experiments and Analysis0
Predicting T-Cell Receptor Specificity0
A Survey of Malware Detection Using Deep Learning0
Deep learning for predicting the occurrence of tipping pointsCode0
Impact of Recurrent Neural Networks and Deep Learning Frameworks on Real-time Lightweight Time Series Anomaly Detection0
ECG Arrhythmia Detection Using Disease-specific Attention-based Deep Learning Model0
Mathematical theory of deep learning0
EllipBench: A Large-scale Benchmark for Machine-learning based Ellipsometry ModelingCode0
iNNspector: Visual, Interactive Deep Model Debugging0
Explain EEG-based End-to-end Deep Learning Models in the Frequency Domain0
Hopfield Networks for Asset Allocation0
Preliminary study on artificial intelligence methods for cybersecurity threat detection in computer networks based on raw data packets0
Handling Device Heterogeneity for Deep Learning-based Localization0
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