| Video Action Understanding | Oct 13, 2020 | Action UnderstandingDeep Learning | CodeCode Available | 0 |
| DeepMerge: Deep-Learning-Based Region-Merging for Image Segmentation | May 31, 2023 | Deep LearningImage Segmentation | CodeCode Available | 0 |
| Expresso : A user-friendly GUI for Designing, Training and Exploring Convolutional Neural Networks | May 25, 2015 | Deep Learning | CodeCode Available | 0 |
| Application Specific Compression of Deep Learning Models | Sep 9, 2024 | Deep LearningModel Compression | CodeCode Available | 0 |
| Photometric identification of compact galaxies, stars and quasars using multiple neural networks | Nov 15, 2022 | Deep LearningFeature Engineering | CodeCode Available | 0 |
| Spectral Feature Transformation for Person Re-identification | Nov 28, 2018 | ClusteringDeep Learning | CodeCode Available | 0 |
| Machine-Generated Text Detection using Deep Learning | Nov 26, 2023 | Deep LearningSentence | CodeCode Available | 0 |
| On ADMM in Deep Learning: Convergence and Saturation-Avoidance | Feb 6, 2019 | Deep Learning | CodeCode Available | 0 |
| Understanding deep learning requires rethinking generalization | Nov 10, 2016 | Deep Learningimage-classification | CodeCode Available | 0 |
| Extracting Global Dynamics of Loss Landscape in Deep Learning Models | Jun 14, 2021 | Deep Learning | CodeCode Available | 0 |
| Extracting temporal features into a spatial domain using autoencoders for sperm video analysis | Nov 8, 2019 | Deep LearningTransfer Learning | CodeCode Available | 0 |
| DeepMed: Semiparametric Causal Mediation Analysis with Debiased Deep Learning | Oct 10, 2022 | Causal InferenceDeep Learning | CodeCode Available | 0 |
| Automated crater shape retrieval using weakly-supervised deep learning | Jun 20, 2019 | Deep LearningInstance Segmentation | CodeCode Available | 0 |
| Applications of Deep Learning to Nuclear Fusion Research | Nov 1, 2018 | Deep LearningDiagnostic | CodeCode Available | 0 |
| 3D shape sensing and deep learning-based segmentation of strawberries | Nov 26, 2021 | Deep LearningSemantic Segmentation | CodeCode Available | 0 |
| A novel Deep Learning approach for one-step Conformal Prediction approximation | Jul 25, 2022 | Conformal PredictionDeep Learning | CodeCode Available | 0 |
| Machine Learning and Deep Learning -- A review for Ecologists | Apr 11, 2022 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 0 |
| Auto deep learning for bioacoustic signals | Nov 8, 2023 | Audio ClassificationClassification | CodeCode Available | 0 |
| Towards Sustainable Learning: Coresets for Data-efficient Deep Learning | Jun 2, 2023 | Deep Learning | CodeCode Available | 0 |
| Machine learning approaches for automatic defect detection in photovoltaic systems | Sep 24, 2024 | Data AugmentationDeep Learning | CodeCode Available | 0 |
| Auto-Calibration of Remote Sensing Solar Telescopes with Deep Learning | Nov 10, 2019 | Deep LearningSensitivity | CodeCode Available | 0 |
| Challenges and Practices of Deep Learning Model Reengineering: A Case Study on Computer Vision | Mar 13, 2023 | Deep Learning | CodeCode Available | 0 |
| Chain of Thought Prompting Elicits Knowledge Augmentation | Jul 4, 2023 | Deep LearningRetrieval | CodeCode Available | 0 |
| Towards Task and Architecture-Independent Generalization Gap Predictors | Jun 4, 2019 | Deep LearningOut-of-Distribution Generalization | CodeCode Available | 0 |
| FaceQgen: Semi-Supervised Deep Learning for Face Image Quality Assessment | Jan 3, 2022 | Deep LearningFace Image Quality | CodeCode Available | 0 |
| DeepLSR: a deep learning approach for laser speckle reduction | Oct 23, 2018 | Deep Learning | CodeCode Available | 0 |
| Face Recognition: From Traditional to Deep Learning Methods | Oct 31, 2018 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 |
| Use of Deep Learning in Modern Recommendation System: A Summary of Recent Works | Dec 20, 2017 | Deep LearningInformation Retrieval | CodeCode Available | 0 |
| Face Spoofing Detection using Deep Learning | Mar 25, 2025 | Deep Learningimage-classification | CodeCode Available | 0 |
| Face Synthesis for Eyeglass-Robust Face Recognition | Jun 4, 2018 | Deep LearningFace Generation | CodeCode Available | 0 |
| Facial Emotion Recognition: A multi-task approach using deep learning | Oct 28, 2021 | Deep LearningEmotion Recognition | CodeCode Available | 0 |
| ChainerMN: Scalable Distributed Deep Learning Framework | Oct 31, 2017 | Deep Learning | CodeCode Available | 0 |
| Facial Expression Recognition Research Based on Deep Learning | Apr 22, 2019 | Deep LearningFacial Expression Recognition | CodeCode Available | 0 |
| Chainer: a Next-Generation Open Source Framework for Deep Learning | Jan 1, 2015 | ClusteringDeep Learning | CodeCode Available | 0 |
| CGKN: A Deep Learning Framework for Modeling Complex Dynamical Systems and Efficient Data Assimilation | Oct 26, 2024 | Computational EfficiencyDeep Learning | CodeCode Available | 0 |
| DeepLINK-T: deep learning inference for time series data using knockoffs and LSTM | Apr 5, 2024 | Deep Learningfeature selection | CodeCode Available | 0 |
| Understanding Distributed Representations of Concepts in Deep Neural Networks without Supervision | Dec 28, 2023 | Deep Learning | CodeCode Available | 0 |
| Facial Motion Prior Networks for Facial Expression Recognition | Feb 23, 2019 | Deep LearningFacial Expression Recognition | CodeCode Available | 0 |
| Certification of Deep Learning Models for Medical Image Segmentation | Oct 5, 2023 | Deep LearningDenoising | CodeCode Available | 0 |
| Speech Enhancement for Virtual Meetings on Cellular Networks | Feb 2, 2023 | Deep LearningSpeech Enhancement | CodeCode Available | 0 |
| Failure Identification from Unstable Log Data using Deep Learning | Apr 6, 2022 | Deep Learning | CodeCode Available | 0 |
| Failures of Gradient-Based Deep Learning | Mar 23, 2017 | Deep Learning | CodeCode Available | 0 |
| DeepLENS: Deep Learning for Entity Summarization | Mar 8, 2020 | Deep LearningKnowledge Graphs | CodeCode Available | 0 |
| Fair Conformal Predictors for Applications in Medical Imaging | Sep 9, 2021 | Conformal PredictionDecision Making | CodeCode Available | 0 |
| Deep Learning with Topological Signatures | Jul 13, 2017 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 |
| The Peril of Popular Deep Learning Uncertainty Estimation Methods | Dec 9, 2021 | Deep Learning | CodeCode Available | 0 |
| WARC-DL: Scalable Web Archive Processing for Deep Learning | Sep 25, 2022 | Deep Learning | CodeCode Available | 0 |
| Towards Training Reproducible Deep Learning Models | Feb 4, 2022 | Deep LearningGPU | CodeCode Available | 0 |
| Deep Learning with Tabular Data: A Self-supervised Approach | Jan 26, 2024 | Deep LearningSelf-Supervised Learning | CodeCode Available | 0 |
| Using a one dimensional parabolic model of the full-batch loss to estimate learning rates during training | Aug 31, 2021 | Deep Learning | CodeCode Available | 0 |