| Graph Neural Networks in TensorFlow and Keras with Spektral | Jun 22, 2020 | Deep LearningGeneral Classification | CodeCode Available | 2 |
| Discovering Symbolic Models from Deep Learning with Inductive Biases | Jun 19, 2020 | Deep LearningSymbolic Regression | CodeCode Available | 2 |
| An Overview of Deep Semi-Supervised Learning | Jun 9, 2020 | Deep Learningimage-classification | CodeCode Available | 2 |
| PyRetri: A PyTorch-based Library for Unsupervised Image Retrieval by Deep Convolutional Neural Networks | May 2, 2020 | Content-Based Image RetrievalDeep Learning | CodeCode Available | 2 |
| Deep Learning for Time Series Forecasting: Tutorial and Literature Survey | Apr 21, 2020 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 2 |
| DeepPurpose: a Deep Learning Library for Drug-Target Interaction Prediction | Apr 19, 2020 | Deep LearningDrug Discovery | CodeCode Available | 2 |
| Torch-Struct: Deep Structured Prediction Library | Feb 3, 2020 | Deep LearningPrediction | CodeCode Available | 2 |
| Gemmini: Enabling Systematic Deep-Learning Architecture Evaluation via Full-Stack Integration | Nov 22, 2019 | Deep Learning | CodeCode Available | 2 |
| Deep Learning Recommendation Model for Personalization and Recommendation Systems | May 31, 2019 | Deep LearningRecommendation Systems | CodeCode Available | 2 |
| Deep learning for time series classification: a review | Sep 12, 2018 | Deep LearningGeneral Classification | CodeCode Available | 2 |
| DeePMD-kit: A deep learning package for many-body potential energy representation and molecular dynamics | Dec 11, 2017 | Deep Learning | CodeCode Available | 2 |
| TensorFlow Distributions | Nov 28, 2017 | Deep LearningProbabilistic Programming | CodeCode Available | 2 |
| ChainerCV: a Library for Deep Learning in Computer Vision | Aug 28, 2017 | Deep Learningobject-detection | CodeCode Available | 2 |
| Revisiting Unreasonable Effectiveness of Data in Deep Learning Era | Jul 10, 2017 | Deep Learningimage-classification | CodeCode Available | 2 |
| PeakWeather: MeteoSwiss Weather Station Measurements for Spatiotemporal Deep Learning | Jun 16, 2025 | Deep LearningGraph structure learning | CodeCode Available | 1 |
| EfficientFER: EfficientNetv2 Based Deep Learning Approach for Facial Expression Recognition | Jun 2, 2025 | Deep LearningEmotion Recognition | CodeCode Available | 1 |
| Deep Learning-Driven Ultra-High-Definition Image Restoration: A Survey | May 22, 2025 | DeblurringDeep Learning | CodeCode Available | 1 |
| Physics-Guided Learning of Meteorological Dynamics for Weather Downscaling and Forecasting | May 20, 2025 | Deep LearningWeather Forecasting | CodeCode Available | 1 |
| JaxSGMC: Modular stochastic gradient MCMC in JAX | May 16, 2025 | Deep LearningStochastic Optimization | CodeCode Available | 1 |
| Seasonal Forecasting of Pan-Arctic Sea Ice with State Space Model | May 15, 2025 | Deep Learning | CodeCode Available | 1 |
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| Autonomous Embodied Agents: When Robotics Meets Deep Learning Reasoning | May 2, 2025 | Deep Learning | CodeCode Available | 1 |
| A Deep Learning-Based Supervised Transfer Learning Framework for DOA Estimation with Array Imperfections | Apr 18, 2025 | Deep LearningTransfer Learning | CodeCode Available | 1 |
| Deep Learning in Concealed Dense Prediction | Apr 15, 2025 | Deep LearningPrediction | CodeCode Available | 1 |
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| Climplicit: Climatic Implicit Embeddings for Global Ecological Tasks | Apr 7, 2025 | Deep Learning | CodeCode Available | 1 |
| Data Poisoning in Deep Learning: A Survey | Mar 27, 2025 | Data PoisoningDeep Learning | CodeCode Available | 1 |
| A Comprehensive Benchmark for RNA 3D Structure-Function Modeling | Mar 27, 2025 | BenchmarkingDeep Learning | CodeCode Available | 1 |
| Label Unbalance in High-frequency Trading | Mar 13, 2025 | Deep Learning | CodeCode Available | 1 |
| Terrier: A Deep Learning Repeat Classifier | Mar 12, 2025 | Deep Learning | CodeCode Available | 1 |
| Oasis: One Image is All You Need for Multimodal Instruction Data Synthesis | Mar 11, 2025 | AllDataset Generation | CodeCode Available | 1 |
| TabMixer: advancing tabular data analysis with an enhanced MLP-mixer approach | Feb 21, 2025 | Computational EfficiencyDeep Learning | CodeCode Available | 1 |
| Calibrating LLMs with Information-Theoretic Evidential Deep Learning | Feb 10, 2025 | Computational EfficiencyDeep Learning | CodeCode Available | 1 |
| RelGNN: Composite Message Passing for Relational Deep Learning | Feb 10, 2025 | Deep LearningGraph Attention | CodeCode Available | 1 |
| End-to-end localized deep learning for Cryo-ET | Jan 25, 2025 | Deep LearningElectron Tomography | CodeCode Available | 1 |
| EmoNeXt: an Adapted ConvNeXt for Facial Emotion Recognition | Jan 14, 2025 | Deep LearningEmotion Classification | CodeCode Available | 1 |
| Load Forecasting for Households and Energy Communities: Are Deep Learning Models Worth the Effort? | Jan 9, 2025 | Deep LearningLoad Forecasting | CodeCode Available | 1 |
| TeLU Activation Function for Fast and Stable Deep Learning | Dec 28, 2024 | Computational EfficiencyDeep Learning | CodeCode Available | 1 |
| Context-Aware Deep Learning for Multi Modal Depression Detection | Dec 26, 2024 | Data AugmentationDeep Learning | CodeCode Available | 1 |
| Streamlining Prediction in Bayesian Deep Learning | Nov 27, 2024 | Deep LearningPrediction | CodeCode Available | 1 |
| The more, the better? Evaluating the role of EEG preprocessing for deep learning applications | Nov 27, 2024 | Deep LearningEEG | CodeCode Available | 1 |
| GeoAI-Enhanced Community Detection on Spatial Networks with Graph Deep Learning | Nov 23, 2024 | AttributeCommunity Detection | CodeCode Available | 1 |
| DLBacktrace: A Model Agnostic Explainability for any Deep Learning Models | Nov 19, 2024 | BenchmarkingDeep Learning | CodeCode Available | 1 |
| Introducing Milabench: Benchmarking Accelerators for AI | Nov 18, 2024 | BenchmarkingDeep Learning | CodeCode Available | 1 |
| Use Digital Twins to Support Fault Diagnosis From System-level Condition-monitoring Data | Nov 2, 2024 | Deep LearningFault Diagnosis | CodeCode Available | 1 |
| Deep Learning-Based CKM Construction with Image Super-Resolution | Oct 28, 2024 | Deep LearningImage Super-Resolution | CodeCode Available | 1 |
| TabSeq: A Framework for Deep Learning on Tabular Data via Sequential Ordering | Oct 17, 2024 | ClusteringDeep Learning | CodeCode Available | 1 |
| Physics and Deep Learning in Computational Wave Imaging | Oct 10, 2024 | Deep Learning | CodeCode Available | 1 |
| TinyLidarNet: 2D LiDAR-based End-to-End Deep Learning Model for F1TENTH Autonomous Racing | Oct 9, 2024 | Autonomous RacingDeep Learning | CodeCode Available | 1 |
| RoWeeder: Unsupervised Weed Mapping through Crop-Row Detection | Oct 7, 2024 | Deep LearningManagement | CodeCode Available | 1 |