| Combining Constructive and Perturbative Deep Learning Algorithms for the Capacitated Vehicle Routing Problem | Nov 25, 2022 | Deep Learning | CodeCode Available | 1 | 5 |
| Climplicit: Climatic Implicit Embeddings for Global Ecological Tasks | Apr 7, 2025 | Deep Learning | CodeCode Available | 1 | 5 |
| CITISEN: A Deep Learning-Based Speech Signal-Processing Mobile Application | Aug 21, 2020 | Acoustic Scene ClassificationData Augmentation | CodeCode Available | 1 | 5 |
| Cloud Classification with Unsupervised Deep Learning | Sep 30, 2022 | ClassificationDeep Learning | CodeCode Available | 1 | 5 |
| A new Deep Learning Based Intrusion Detection System for Cloud Security | Jun 13, 2021 | Cloud ComputingDeep Learning | CodeCode Available | 1 | 5 |
| ChangeAnywhere: Sample Generation for Remote Sensing Change Detection via Semantic Latent Diffusion Model | Apr 13, 2024 | Change DetectionDeep Learning | CodeCode Available | 1 | 5 |
| A Comprehensive Python Library for Deep Learning-Based Event Detection in Multivariate Time Series Data and Information Retrieval in NLP | Oct 25, 2023 | Binary ClassificationDeep Learning | CodeCode Available | 1 | 5 |
| Analysis of skin lesion images with deep learning | Jan 11, 2021 | ClassificationData Augmentation | CodeCode Available | 1 | 5 |
| Characterizing Driving Styles with Deep Learning | Jul 13, 2016 | Autonomous DrivingDeep Learning | CodeCode Available | 1 | 5 |
| Cloud gap-filling with deep learning for improved grassland monitoring | Mar 14, 2024 | Deep LearningEvent Detection | CodeCode Available | 1 | 5 |
| Analysis of Social Media Data using Multimodal Deep Learning for Disaster Response | Apr 14, 2020 | Deep LearningDisaster Response | CodeCode Available | 1 | 5 |
| Chester: A Web Delivered Locally Computed Chest X-Ray Disease Prediction System | Jan 31, 2019 | Deep LearningDisease Prediction | CodeCode Available | 1 | 5 |
| Classical Planning in Deep Latent Space | Jun 30, 2021 | Deep LearningSokoban | CodeCode Available | 1 | 5 |
| Combining SchNet and SHARC: The SchNarc machine learning approach for excited-state dynamics | Feb 17, 2020 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 | 5 |
| ArcticNet: A Deep Learning Solution to Classify Arctic Wetlands | Jun 1, 2019 | Deep Learning | CodeCode Available | 1 | 5 |
| An Empirical Analysis of Image-Based Learning Techniques for Malware Classification | Mar 24, 2021 | Deep LearningGeneral Classification | CodeCode Available | 1 | 5 |
| Amortized Bayesian model comparison with evidential deep learning | Apr 22, 2020 | Deep Learningmodel | CodeCode Available | 1 | 5 |
| CNN-based Approaches For Cross-Subject Classification in Motor Imagery: From The State-of-The-Art to DynamicNet | May 17, 2021 | Brain Computer InterfaceDeep Learning | CodeCode Available | 1 | 5 |
| Can GAN originate new electronic dance music genres? -- Generating novel rhythm patterns using GAN with Genre Ambiguity Loss | Nov 25, 2020 | Deep LearningMusic Generation | CodeCode Available | 1 | 5 |
| Can Synthetic Data Boost the Training of Deep Acoustic Vehicle Counting Networks? | Jan 17, 2024 | Deep Learning | CodeCode Available | 1 | 5 |
| A Mobile App for Wound Localization using Deep Learning | Sep 15, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 | 5 |
| Collage: Seamless Integration of Deep Learning Backends with Automatic Placement | Nov 1, 2021 | CPUDeep Learning | CodeCode Available | 1 | 5 |
| DeepMoD: Deep learning for Model Discovery in noisy data | Apr 20, 2019 | Deep LearningModel Discovery | CodeCode Available | 1 | 5 |
| An Experimental Review on Deep Learning Architectures for Time Series Forecasting | Mar 22, 2021 | Deep LearningTime Series | CodeCode Available | 1 | 5 |
| Complete parameter inference for GW150914 using deep learning | Aug 7, 2020 | Bayesian InferenceDeep Learning | CodeCode Available | 1 | 5 |
| Composition based oxidation state prediction of materials using deep learning | Nov 29, 2022 | Deep LearningLanguage Modeling | CodeCode Available | 1 | 5 |
| Compute Trends Across Three Eras of Machine Learning | Feb 11, 2022 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 | 5 |
| A Comprehensive Benchmark for RNA 3D Structure-Function Modeling | Mar 27, 2025 | BenchmarkingDeep Learning | CodeCode Available | 1 | 5 |
| A Comprehensive Survey on Graph Anomaly Detection with Deep Learning | Jun 14, 2021 | Anomaly DetectionDeep Learning | CodeCode Available | 1 | 5 |
| A Comprehensive Survey on Heart Sound Analysis in the Deep Learning Era | Jan 23, 2023 | Deep Learning | CodeCode Available | 1 | 5 |
| ANNdotNET -- deep learning tool on .NET Platform | Sep 23, 2020 | Deep LearningDescriptive | CodeCode Available | 1 | 5 |
| Are Bias Mitigation Techniques for Deep Learning Effective? | Apr 1, 2021 | Deep LearningQuestion Answering | CodeCode Available | 1 | 5 |
| An Open and Large-Scale Dataset for Multi-Modal Climate Change-aware Crop Yield Predictions | Jun 10, 2024 | Deep LearningDrug Discovery | CodeCode Available | 1 | 5 |
| Continual Evidential Deep Learning for Out-of-Distribution Detection | Sep 6, 2023 | Continual LearningDeep Learning | CodeCode Available | 1 | 5 |
| Correction of out-of-focus microscopic images by deep learning | Apr 26, 2022 | Deep LearningGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| COVID-19 detection from scarce chest x-ray image data using few-shot deep learning approach | Feb 11, 2021 | Data AugmentationDeep Learning | CodeCode Available | 1 | 5 |
| Cracking Double-Blind Review: Authorship Attribution with Deep Learning | Nov 14, 2022 | AttributeAuthorship Attribution | CodeCode Available | 1 | 5 |
| Crafting Adversarial Examples for Deep Learning Based Prognostics (Extended Version) | Sep 21, 2020 | Deep LearningManagement | CodeCode Available | 1 | 5 |
| Can Deep Learning Recognize Subtle Human Activities? | Mar 30, 2020 | Action ClassificationDeep Learning | CodeCode Available | 1 | 5 |
| An Overview of Deep-Learning-Based Audio-Visual Speech Enhancement and Separation | Aug 21, 2020 | Deep LearningSpeech Enhancement | CodeCode Available | 1 | 5 |
| A Comprehensive Benchmark for COVID-19 Predictive Modeling Using Electronic Health Records in Intensive Care | Sep 16, 2022 | BenchmarkingDeep Learning | CodeCode Available | 1 | 5 |
| D2Match: Leveraging Deep Learning and Degeneracy for Subgraph Matching | Jun 10, 2023 | Combinatorial OptimizationDeep Learning | CodeCode Available | 1 | 5 |
| Appearance-based Gaze Estimation With Deep Learning: A Review and Benchmark | Apr 26, 2021 | Deep LearningGaze Estimation | CodeCode Available | 1 | 5 |
| An Unsupervised Deep Learning Approach for Real-World Image Denoising | Jan 1, 2021 | DecoderDeep Learning | CodeCode Available | 1 | 5 |
| A Plug-and-Play Approach to Multiparametric Quantitative MRI: Image Reconstruction using Pre-Trained Deep Denoisers | Feb 10, 2022 | De-aliasingDeep Learning | CodeCode Available | 1 | 5 |
| A Physics-embedded Deep Learning Framework for Cloth Simulation | Mar 19, 2024 | Deep Learning | CodeCode Available | 1 | 5 |
| 4DenoiseNet: Adverse Weather Denoising from Adjacent Point Clouds | Sep 15, 2022 | Autonomous DrivingDeep Learning | CodeCode Available | 1 | 5 |
| DeepCENT: Prediction of Censored Event Time via Deep Learning | Feb 8, 2022 | Deep LearningPrediction | CodeCode Available | 1 | 5 |
| AM-MobileNet1D: A Portable Model for Speaker Recognition | Mar 31, 2020 | Deep Learningmodel | CodeCode Available | 1 | 5 |
| AMGNET: multi-scale graph neural networks for flow field prediction | Oct 13, 2022 | DecoderDeep Learning | CodeCode Available | 1 | 5 |
