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| ADMM for Efficient Deep Learning with Global Convergence | May 31, 2019 | Deep LearningStochastic Optimization | CodeCode Available | 1 | 5 |
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| A context based deep learning approach for unbalanced medical image segmentation | Jan 8, 2020 | Deep LearningImage Segmentation | CodeCode Available | 1 | 5 |
| Can Deep Learning Recognize Subtle Human Activities? | Mar 30, 2020 | Action ClassificationDeep Learning | CodeCode Available | 1 | 5 |
| Advanced Graph-Based Deep Learning for Probabilistic Type Inference | Sep 13, 2020 | Deep LearningGraph Neural Network | CodeCode Available | 1 | 5 |
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| EEG-based Cross-Subject Driver Drowsiness Recognition with an Interpretable Convolutional Neural Network | May 30, 2021 | Deep LearningEEG | CodeCode Available | 1 | 5 |
| EEGdenoiseNet: A benchmark dataset for end-to-end deep learning solutions of EEG denoising | Sep 24, 2020 | Deep LearningDenoising | CodeCode Available | 1 | 5 |
| Deep Learning and Symbolic Regression for Discovering Parametric Equations | Jul 1, 2022 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 | 5 |
| Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster, and Better | Jun 16, 2021 | Deep LearningInformation Retrieval | CodeCode Available | 1 | 5 |
| Deep Learning and the Information Bottleneck Principle | Mar 9, 2015 | Deep LearningGeneralization Bounds | CodeCode Available | 1 | 5 |
| Efficient Graph Deep Learning in TensorFlow with tf_geometric | Jan 27, 2021 | Deep LearningGeneral Classification | CodeCode Available | 1 | 5 |
| Causal Analysis of Customer Churn Using Deep Learning | Apr 20, 2023 | Deep LearningMarketing | CodeCode Available | 1 | 5 |
| Efficient Prediction of Peptide Self-assembly through Sequential and Graphical Encoding | Jul 17, 2023 | BenchmarkingDeep Learning | CodeCode Available | 1 | 5 |
| Salient ImageNet: How to discover spurious features in Deep Learning? | Oct 8, 2021 | AttributeDeep Learning | CodeCode Available | 1 | 5 |
| Emoji Prediction from Twitter Data using Deep Learning Approach | Oct 4, 2021 | Deep LearningMulti-class Classification | CodeCode Available | 1 | 5 |
| Emotion Recognition in Audio and Video Using Deep Neural Networks | Jun 15, 2020 | Deep LearningEmotion Recognition | CodeCode Available | 1 | 5 |
| End-to-end localized deep learning for Cryo-ET | Jan 25, 2025 | Deep LearningElectron Tomography | CodeCode Available | 1 | 5 |
| Enhancing Representation Learning for Periodic Time Series with Floss: A Frequency Domain Regularization Approach | Aug 2, 2023 | Anomaly DetectionDeep Learning | CodeCode Available | 1 | 5 |
| Deep Learning Assisted Calibrated Beam Training for Millimeter-Wave Communication Systems | Jan 8, 2021 | Deep Learning | CodeCode Available | 1 | 5 |
| Deep Lagrangian Networks: Using Physics as Model Prior for Deep Learning | Jul 10, 2019 | Deep Learning | CodeCode Available | 1 | 5 |
| Adaptive deep learning framework for robust unsupervised underwater image enhancement | Dec 18, 2022 | Deep LearningImage Enhancement | CodeCode Available | 1 | 5 |
| Characterizing Driving Styles with Deep Learning | Jul 13, 2016 | Autonomous DrivingDeep Learning | CodeCode Available | 1 | 5 |
| Deep J-Sense: Accelerated MRI Reconstruction via Unrolled Alternating Optimization | Mar 2, 2021 | compressed sensingDeep Learning | CodeCode Available | 1 | 5 |
