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Papers

Showing 150 of 9423 papers

TitleStatusHype
Gradient-Based Multi-Objective Deep Learning: Algorithms, Theories, Applications, and BeyondCode7
TensorIR: An Abstraction for Automatic Tensorized Program OptimizationCode6
MONAI: An open-source framework for deep learning in healthcareCode5
Deep Lake: a Lakehouse for Deep LearningCode5
Fundamental Components of Deep Learning: A category-theoretic approachCode5
PyTorch Frame: A Modular Framework for Multi-Modal Tabular LearningCode4
Open Problems in Applied Deep LearningCode4
A Closer Look at Deep Learning Methods on Tabular DatasetsCode4
Dive into Deep LearningCode4
TimeGPT-1Code4
Deep Industrial Image Anomaly Detection: A SurveyCode4
A deep learning framework for efficient pathology image analysisCode4
AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning ServingCode4
Advancing Parsimonious Deep Learning Weather Prediction using the HEALPix MeshCode4
fastai: A Layered API for Deep LearningCode4
Pytorch-Wildlife: A Collaborative Deep Learning Framework for ConservationCode4
Efficient Automated Deep Learning for Time Series ForecastingCode4
Tiny Machine Learning: Progress and FuturesCode4
Colossal-AI: A Unified Deep Learning System For Large-Scale Parallel TrainingCode4
FP8 Formats for Deep LearningCode4
TabM: Advancing Tabular Deep Learning with Parameter-Efficient EnsemblingCode4
Catastrophic Forgetting in Deep Learning: A Comprehensive TaxonomyCode4
multiGradICON: A Foundation Model for Multimodal Medical Image RegistrationCode3
Deep Learning for Protein-Ligand Docking: Are We There Yet?Code3
NGD-SLAM: Towards Real-Time Dynamic SLAM without GPUCode3
Ludwig: a type-based declarative deep learning toolboxCode3
Deep Learning for Free-Hand Sketch: A SurveyCode3
Modular Duality in Deep LearningCode3
Deep Learning for Trajectory Data Management and Mining: A Survey and BeyondCode3
Mambular: A Sequential Model for Tabular Deep LearningCode3
Is deep learning necessary for simple classification tasks?Code3
Deep Learning in Single-Cell AnalysisCode3
Ivy: Templated Deep Learning for Inter-Framework PortabilityCode3
MNN: A Universal and Efficient Inference EngineCode3
OneFlow: Redesign the Distributed Deep Learning Framework from ScratchCode3
Green AICode3
Half-Inverse Gradients for Physical Deep LearningCode3
Fawkes: Protecting Privacy against Unauthorized Deep Learning ModelsCode3
Flexible and Scalable Deep Learning with MMLSparkCode3
HLOB -- Information Persistence and Structure in Limit Order BooksCode3
Accelerating 3D Deep Learning with PyTorch3DCode3
CNN Explainer: Learning Convolutional Neural Networks with Interactive VisualizationCode3
Detect Faces Efficiently: A Survey and EvaluationsCode3
A Survey on Deep Learning for Theorem ProvingCode3
Deep Learning Alternatives of the Kolmogorov Superposition TheoremCode3
GraphNeuralNetworks.jl: Deep Learning on Graphs with JuliaCode3
Deep Learning-Based Object Pose Estimation: A Comprehensive SurveyCode3
Deep Learning for Multivariate Time Series Imputation: A SurveyCode3
Improving visual image reconstruction from human brain activity using latent diffusion models via multiple decoded inputsCode3
A Foundation Model for the Earth SystemCode3
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