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| RNNoise-Ex: Hybrid Speech Enhancement System based on RNN and Spectral Features | May 25, 2021 | Deep LearningDenoising | CodeCode Available | 1 |
| Robust Deep Learning for Autonomous Driving | Nov 14, 2022 | Autonomous DrivingDeep Learning | CodeCode Available | 1 |
| Applications of Deep Learning in Fundus Images: A Review | Jan 25, 2021 | Deep LearningImage Generation | CodeCode Available | 1 |
| Applications of deep learning in stock market prediction: recent progress | Feb 29, 2020 | Deep LearningPrediction | CodeCode Available | 1 |
| ADMM for Efficient Deep Learning with Global Convergence | May 31, 2019 | Deep LearningStochastic Optimization | CodeCode Available | 1 |
| A Technical Survey and Evaluation of Traditional Point Cloud Clustering Methods for LiDAR Panoptic Segmentation | Aug 21, 2021 | Autonomous DrivingClustering | CodeCode Available | 1 |
| A Survey on Text Classification: From Shallow to Deep Learning | Aug 2, 2020 | ClassificationDeep Learning | CodeCode Available | 1 |
| Attention-Based Deep Learning Framework for Human Activity Recognition with User Adaptation | Jun 6, 2020 | Activity RecognitionDeep Learning | CodeCode Available | 1 |
| Scalable and Practical Natural Gradient for Large-Scale Deep Learning | Feb 13, 2020 | Deep Learningimage-classification | CodeCode Available | 1 |
| Scalable Geometric Deep Learning on Molecular Graphs | Dec 6, 2021 | Deep LearningGraph Neural Network | CodeCode Available | 1 |
| Scaling Down Deep Learning with MNIST-1D | Nov 29, 2020 | CPUDeep Learning | CodeCode Available | 1 |
| Advanced Graph-Based Deep Learning for Probabilistic Type Inference | Sep 13, 2020 | Deep LearningGraph Neural Network | CodeCode Available | 1 |
| Secure Quantized Training for Deep Learning | Jul 1, 2021 | Deep LearningQuantization | CodeCode Available | 1 |
| Applying Deep Learning to Calibrate Stochastic Volatility Models | Sep 14, 2023 | Deep Learning | CodeCode Available | 1 |
| SEGEN: Sample-Ensemble Genetic Evolutional Network Model | Mar 23, 2018 | Deep LearningEnsemble Learning | CodeCode Available | 1 |
| Self-explaining deep models with logic rule reasoning | Oct 13, 2022 | Deep Learning | CodeCode Available | 1 |
| Self-similarity-based super-resolution of photoacoustic angiography from hand-drawn doodles | May 2, 2023 | Deep LearningImage Generation | CodeCode Available | 1 |
| Self-Supervised Blind Motion Deblurring With Deep Expectation Maximization | Jan 1, 2023 | DeblurringDeep Learning | CodeCode Available | 1 |
| Self-Supervised Deep Image Restoration via Adaptive Stochastic Gradient Langevin Dynamics | Jan 1, 2022 | compressed sensingDeep Learning | CodeCode Available | 1 |
| Self-supervised learning through the eyes of a child | Jul 31, 2020 | Deep LearningSelf-Supervised Learning | CodeCode Available | 1 |
| Self-Tuning for Data-Efficient Deep Learning | Feb 25, 2021 | Deep LearningTransfer Learning | CodeCode Available | 1 |
| Automated Website Fingerprinting through Deep Learning | Aug 21, 2017 | Deep LearningFeature Engineering | CodeCode Available | 1 |
| Approaching Deep Learning through the Spectral Dynamics of Weights | Aug 21, 2024 | Deep Learningimage-classification | CodeCode Available | 1 |
| SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation Detection | Oct 13, 2023 | Atrial Fibrillation DetectionDeep Learning | CodeCode Available | 1 |
| SiDi KWS: A Large-Scale Multilingual Dataset for Keyword Spotting | Sep 22, 2022 | Deep LearningKeyword Extraction | CodeCode Available | 1 |
| Significant Wave Height Prediction based on Wavelet Graph Neural Network | Jul 20, 2021 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| Simple Baseline for Weather Forecasting Using Spatiotemporal Context Aggregation Network | Dec 6, 2022 | Deep LearningWeather Forecasting | CodeCode Available | 1 |
| SITReg: Multi-resolution architecture for symmetric, inverse consistent, and topology preserving image registration | Mar 17, 2023 | Deep LearningDeformable Medical Image Registration | CodeCode Available | 1 |
| SkyCam: A Dataset of Sky Images and their Irradiance values | May 6, 2021 | Deep Learning | CodeCode Available | 1 |
| A Survey on Deep Learning Technique for Video Segmentation | Jul 2, 2021 | Autonomous DrivingDeep Learning | CodeCode Available | 1 |
| Smart App Attack: Hacking Deep Learning Models in Android Apps | Apr 23, 2022 | Adversarial AttackBinary Classification | CodeCode Available | 1 |
| A Practical Deep Learning-Based Acoustic Side Channel Attack on Keyboards | Aug 2, 2023 | Deep LearningLanguage Modeling | CodeCode Available | 1 |
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| SPAIC: A Spike-based Artificial Intelligence Computing Framework | Jul 26, 2022 | Deep Learning | CodeCode Available | 1 |
| SparseDNN: Fast Sparse Deep Learning Inference on CPUs | Jan 20, 2021 | Deep LearningQuantization | CodeCode Available | 1 |
| A Systematic Collection of Medical Image Datasets for Deep Learning | Jun 24, 2021 | Deep LearningMedical Image Analysis | CodeCode Available | 1 |
| spectrai: A deep learning framework for spectral data | Aug 17, 2021 | Deep LearningDenoising | CodeCode Available | 1 |
| A Primer on Motion Capture with Deep Learning: Principles, Pitfalls and Perspectives | Sep 1, 2020 | Deep Learning | CodeCode Available | 1 |
| A Privacy-Preserving Distributed Architecture for Deep-Learning-as-a-Service | Mar 30, 2020 | Deep LearningPrivacy Preserving | CodeCode Available | 1 |
| Stable Architectures for Deep Neural Networks | May 9, 2017 | Deep Learningparameter estimation | CodeCode Available | 1 |
| StainNet: a fast and robust stain normalization network | Dec 23, 2020 | Computational EfficiencyDeep Learning | CodeCode Available | 1 |
| Stationary Activations for Uncertainty Calibration in Deep Learning | Oct 19, 2020 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| Steerable discovery of neural audio effects | Dec 6, 2021 | Deep Learning | CodeCode Available | 1 |
| Stillleben: Realistic Scene Synthesis for Deep Learning in Robotics | May 12, 2020 | Deep Learningobject-detection | CodeCode Available | 1 |
| StorSeismic: A new paradigm in deep learning for seismic processing | Apr 30, 2022 | Deep LearningDenoising | CodeCode Available | 1 |
| Stroke-based Rendering: From Heuristics to Deep Learning | Dec 30, 2022 | Deep LearningNeural Rendering | CodeCode Available | 1 |
| Structured dataset documentation: a datasheet for CheXpert | May 7, 2021 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| A Survey: Deep Learning for Hyperspectral Image Classification with Few Labeled Samples | Dec 3, 2021 | Active LearningDeep Learning | CodeCode Available | 1 |
| A Survey on Deep Learning for Localization and Mapping: Towards the Age of Spatial Machine Intelligence | Jun 22, 2020 | Deep LearningScene Understanding | CodeCode Available | 1 |
