| Beyond Uncertainty: Evidential Deep Learning for Robust Video Temporal Grounding | Aug 29, 2024 | cross-modal alignmentDeep Learning | CodeCode Available | 1 | 5 |
| Deep Learning Approach to Diabetic Retinopathy Detection | Mar 3, 2020 | Deep LearningDiabetic Retinopathy Detection | CodeCode Available | 1 | 5 |
| DGM: A deep learning algorithm for solving partial differential equations | Aug 24, 2017 | Deep Learning | CodeCode Available | 1 | 5 |
| Binary Black-box Evasion Attacks Against Deep Learning-based Static Malware Detectors with Adversarial Byte-Level Language Model | Dec 14, 2020 | Deep LearningFeature Engineering | CodeCode Available | 1 | 5 |
| Deep learning architectural designs for super-resolution of noisy images | Feb 9, 2021 | Deep LearningDenoising | CodeCode Available | 1 | 5 |
| An exact mapping between the Variational Renormalization Group and Deep Learning | Oct 14, 2014 | Deep Learningspeech-recognition | 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 |
| BlueFog: Make Decentralized Algorithms Practical for Optimization and Deep Learning | Nov 8, 2021 | Deep 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 Benchmark on Uncertainty Quantification for Deep Learning Prognostics | Feb 9, 2023 | Active LearningDecision Making | 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 |
| Direct cortical thickness estimation using deep learning‐based anatomy segmentation and cortex parcellation | Nov 5, 2020 | 3D Medical Imaging SegmentationAnatomy | 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 |
| Bounding Training Data Reconstruction in Private (Deep) Learning | Jan 28, 2022 | Deep Learning | CodeCode Available | 1 | 5 |
| Dissimilarity Mixture Autoencoder for Deep Clustering | Jun 15, 2020 | ClusteringDeep Clustering | CodeCode Available | 1 | 5 |
| BraggNN: Fast X-ray Bragg Peak Analysis Using Deep Learning | Aug 18, 2020 | 3D ReconstructionDeep Learning | CodeCode Available | 1 | 5 |
| Deep Learning as Ricci Flow | Apr 22, 2024 | Deep Learning | CodeCode Available | 1 | 5 |
| Bridging Physics-based and Data-driven modeling for Learning Dynamical Systems | Nov 20, 2020 | Deep Learning | CodeCode Available | 1 | 5 |
| An Enhanced Fake News Detection System With Fuzzy Deep Learning | Jun 24, 2024 | Deep LearningFact Checking | CodeCode Available | 1 | 5 |
| Accuracy of Deep Learning in Calibrating HJM Forward Curves | Jun 2, 2020 | Deep Learning | CodeCode Available | 1 | 5 |
| Byakto Speech: Real-time long speech synthesis with convolutional neural network: Transfer learning from English to Bangla | May 31, 2021 | Deep Learningspeech-recognition | CodeCode Available | 1 | 5 |
| Building a Scalable and Interpretable Bayesian Deep Learning Framework for Quality Control of Free Form Surfaces | Apr 7, 1994 | Active LearningBenchmarking | CodeCode Available | 1 | 5 |
| DLKoopman: A deep learning software package for Koopman theory | Nov 15, 2022 | Deep Learning | CodeCode Available | 1 | 5 |
| DLOPT: Deep Learning Optimization Library | Jul 10, 2018 | Deep Learning | CodeCode Available | 1 | 5 |
| Bypassing Backdoor Detection Algorithms in Deep Learning | May 31, 2019 | Deep Learning | CodeCode Available | 1 | 5 |
| Domain Generalization Strategy to Train Classifiers Robust to Spatial-Temporal Shift | Dec 6, 2022 | Deep LearningDomain Generalization | CodeCode Available | 1 | 5 |
| ADMM for Efficient Deep Learning with Global Convergence | May 31, 2019 | Deep LearningStochastic Optimization | CodeCode Available | 1 | 5 |
| Do Not Sleep on Traditional Machine Learning: Simple and Interpretable Techniques Are Competitive to Deep Learning for Sleep Scoring | Jul 15, 2022 | Automatic Sleep Stage ClassificationBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| 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 |
| Can Synthetic Data Boost the Training of Deep Acoustic Vehicle Counting Networks? | Jan 17, 2024 | Deep Learning | CodeCode Available | 1 | 5 |
| 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 |
