| Gradient-Based Multi-Objective Deep Learning: Algorithms, Theories, Applications, and Beyond | Jan 19, 2025 | Deep LearningMulti-Task Learning | CodeCode Available | 7 | 5 |
| TensorIR: An Abstraction for Automatic Tensorized Program Optimization | Jul 9, 2022 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 6 | 5 |
| Fundamental Components of Deep Learning: A category-theoretic approach | Mar 13, 2024 | Deep LearningDescriptive | CodeCode Available | 5 | 5 |
| MONAI: An open-source framework for deep learning in healthcare | Nov 4, 2022 | Deep LearningMedical Image Classification | CodeCode Available | 5 | 5 |
| Deep Lake: a Lakehouse for Deep Learning | Sep 22, 2022 | Decision MakingDeep Learning | CodeCode Available | 5 | 5 |
| AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving | Feb 22, 2023 | Deep Learning | CodeCode Available | 4 | 5 |
| PyTorch Frame: A Modular Framework for Multi-Modal Tabular Learning | Mar 31, 2024 | Binary ClassificationDeep Learning | CodeCode Available | 4 | 5 |
| Advancing Parsimonious Deep Learning Weather Prediction using the HEALPix Mesh | Sep 11, 2023 | Deep Learning | CodeCode Available | 4 | 5 |
| Dive into Deep Learning | Jun 21, 2021 | Deep LearningMath | CodeCode Available | 4 | 5 |
| Catastrophic Forgetting in Deep Learning: A Comprehensive Taxonomy | Dec 16, 2023 | Deep Learningimage-classification | CodeCode Available | 4 | 5 |
| FP8 Formats for Deep Learning | Sep 12, 2022 | Deep LearningQuantization | CodeCode Available | 4 | 5 |
| A Closer Look at Deep Learning Methods on Tabular Datasets | Jul 1, 2024 | AttributeDeep Learning | CodeCode Available | 4 | 5 |
| A deep learning framework for efficient pathology image analysis | Feb 18, 2025 | BenchmarkingDeep Learning | CodeCode Available | 4 | 5 |
| Deep Industrial Image Anomaly Detection: A Survey | Jan 27, 2023 | Anomaly DetectionDeep Learning | CodeCode Available | 4 | 5 |
| Pytorch-Wildlife: A Collaborative Deep Learning Framework for Conservation | May 21, 2024 | Deep Learning | CodeCode Available | 4 | 5 |
| fastai: A Layered API for Deep Learning | Feb 11, 2020 | Deep LearningGPU | CodeCode Available | 4 | 5 |
| Efficient Automated Deep Learning for Time Series Forecasting | May 11, 2022 | AutoMLBayesian Optimization | CodeCode Available | 4 | 5 |
| Tiny Machine Learning: Progress and Futures | Mar 28, 2024 | Deep Learning | CodeCode Available | 4 | 5 |
| Open Problems in Applied Deep Learning | Jan 26, 2023 | AutoMLDeep Learning | CodeCode Available | 4 | 5 |
| TabM: Advancing Tabular Deep Learning with Parameter-Efficient Ensembling | Oct 31, 2024 | Deep LearningRetrieval | CodeCode Available | 4 | 5 |
| Colossal-AI: A Unified Deep Learning System For Large-Scale Parallel Training | Oct 28, 2021 | Deep LearningGPU | CodeCode Available | 4 | 5 |
| TimeGPT-1 | Oct 5, 2023 | Deep LearningTime Series | CodeCode Available | 4 | 5 |
| Deep Learning for Trajectory Data Management and Mining: A Survey and Beyond | Mar 21, 2024 | Anomaly DetectionDeep Learning | CodeCode Available | 3 | 5 |
| multiGradICON: A Foundation Model for Multimodal Medical Image Registration | Aug 1, 2024 | AnatomyDeep Learning | CodeCode Available | 3 | 5 |
| NGD-SLAM: Towards Real-Time Dynamic SLAM without GPU | May 12, 2024 | CPUDeep Learning | CodeCode Available | 3 | 5 |
| Deep Learning for Free-Hand Sketch: A Survey | Jan 8, 2020 | Deep LearningSurvey | CodeCode Available | 3 | 5 |
| Modular Duality in Deep Learning | Oct 28, 2024 | Deep LearningGPU | CodeCode Available | 3 | 5 |
| Deep Learning for Multivariate Time Series Imputation: A Survey | Feb 6, 2024 | Deep LearningImputation | CodeCode Available | 3 | 5 |
| Mambular: A Sequential Model for Tabular Deep Learning | Aug 12, 2024 | Deep LearningMamba | CodeCode Available | 3 | 5 |
| Ivy: Templated Deep Learning for Inter-Framework Portability | Feb 4, 2021 | Deep Learning | CodeCode Available | 3 | 5 |
| Deep Learning in Single-Cell Analysis | Oct 22, 2022 | Cell SegmentationDeep Learning | CodeCode Available | 3 | 5 |
| Ludwig: a type-based declarative deep learning toolbox | Sep 17, 2019 | DecoderDeep Learning | CodeCode Available | 3 | 5 |
| MNN: A Universal and Efficient Inference Engine | Feb 27, 2020 | Deep LearningDiversity | CodeCode Available | 3 | 5 |
| OneFlow: Redesign the Distributed Deep Learning Framework from Scratch | Oct 28, 2021 | Deep Learning | CodeCode Available | 3 | 5 |
| Half-Inverse Gradients for Physical Deep Learning | Mar 18, 2022 | Deep Learning | CodeCode Available | 3 | 5 |
| Green AI | Jul 22, 2019 | Deep Learning | CodeCode Available | 3 | 5 |
| HLOB -- Information Persistence and Structure in Limit Order Books | May 29, 2024 | Deep Learning | CodeCode Available | 3 | 5 |
| CNN Explainer: Learning Convolutional Neural Networks with Interactive Visualization | Apr 30, 2020 | Deep Learning | CodeCode Available | 3 | 5 |
| Fawkes: Protecting Privacy against Unauthorized Deep Learning Models | Feb 19, 2020 | Deep LearningFace Recognition | CodeCode Available | 3 | 5 |
| Flexible and Scalable Deep Learning with MMLSpark | Apr 11, 2018 | Deep LearningDistributed Computing | CodeCode Available | 3 | 5 |
| Impact of architecture on robustness and interpretability of multispectral deep neural networks | Sep 21, 2023 | Deep Learning | CodeCode Available | 3 | 5 |
| Detect Faces Efficiently: A Survey and Evaluations | Dec 3, 2021 | Deep LearningFace Detection | CodeCode Available | 3 | 5 |
| A Foundation Model for the Earth System | May 20, 2024 | Computational EfficiencyDeep Learning | CodeCode Available | 3 | 5 |
| GraphNeuralNetworks.jl: Deep Learning on Graphs with Julia | Dec 9, 2024 | Deep LearningGPU | CodeCode Available | 3 | 5 |
| Deep Learning Alternatives of the Kolmogorov Superposition Theorem | Oct 2, 2024 | Deep LearningKolmogorov-Arnold Networks | CodeCode Available | 3 | 5 |
| Deep Limit Order Book Forecasting | Mar 14, 2024 | Deep Learning | CodeCode Available | 3 | 5 |
| Deep Learning for Protein-Ligand Docking: Are We There Yet? | May 23, 2024 | Deep LearningDrug Discovery | CodeCode Available | 3 | 5 |
| Deep Learning-Based Object Pose Estimation: A Comprehensive Survey | May 13, 2024 | Deep LearningObject | CodeCode Available | 3 | 5 |
| Is deep learning necessary for simple classification tasks? | Jun 11, 2020 | AutoMLBinary Classification | CodeCode Available | 3 | 5 |
| A Survey on Deep Learning for Theorem Proving | Apr 15, 2024 | Automated Theorem ProvingDeep Learning | CodeCode Available | 3 | 5 |
