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| Compute-Efficient Deep Learning: Algorithmic Trends and Opportunities | Oct 13, 2022 | Deep Learning | —Unverified | 0 |
| Scientific Impact of Graph-Based Approaches in Deep Learning Studies -- A Bibliometric Comparison | Oct 13, 2022 | ArticlesDeep Learning | —Unverified | 0 |
| NoMorelization: Building Normalizer-Free Models from a Sample's Perspective | Oct 13, 2022 | Deep Learning | —Unverified | 0 |
| SDW-ASL: A Dynamic System to Generate Large Scale Dataset for Continuous American Sign Language | Oct 13, 2022 | Dataset GenerationDeep Learning | —Unverified | 0 |
| Contrastive Psudo-supervised Classification for Intra-Pulse Modulation of Radar Emitter Signals Using data augmentation | Oct 13, 2022 | ClassificationClustering | —Unverified | 0 |
| When does deep learning fail and how to tackle it? A critical analysis on polymer sequence-property surrogate models | Oct 12, 2022 | Deep Learning | —Unverified | 0 |
| Resource-aware Deep Learning for Wireless Fingerprinting Localization | Oct 12, 2022 | Deep Learning | —Unverified | 0 |
| Deep Learning for Iris Recognition: A Survey | Oct 12, 2022 | Deep LearningIris Recognition | —Unverified | 0 |
| DQLAP: Deep Q-Learning Recommender Algorithm with Update Policy for a Real Steam Turbine System | Oct 12, 2022 | Deep LearningFault Detection | —Unverified | 0 |
| Deep Learning-Derived Optimal Aviation Strategies to Control Pandemics | Oct 12, 2022 | Deep LearningGraph Neural Network | —Unverified | 0 |
| On the Generalizability of ECG-based Stress Detection Models | Oct 12, 2022 | Deep LearningHeart Rate Variability | —Unverified | 0 |
| Application of Deep Learning on Single-Cell RNA-sequencing Data Analysis: A Review | Oct 11, 2022 | Deep Learning | —Unverified | 0 |
| Deep learning model compression using network sensitivity and gradients | Oct 11, 2022 | Deep LearningModel Compression | —Unverified | 0 |
| Retinex Image Enhancement Based on Sequential Decomposition With a Plug-and-Play Framework | Oct 11, 2022 | Deep LearningDenoising | —Unverified | 0 |
| Digitization of Raster Logs: A Deep Learning Approach | Oct 11, 2022 | Deep LearningImage Segmentation | —Unverified | 0 |
| Improving Sample Efficiency of Deep Learning Models in Electricity Market | Oct 11, 2022 | Data AugmentationDeep Learning | —Unverified | 0 |
| EllipsoNet: Deep-learning-enabled optical ellipsometry for complex thin films | Oct 11, 2022 | Deep Learning | —Unverified | 0 |
| Multi-site Diagnostic Classification Of Schizophrenia Using 3D CNN On Aggregated Task-based fMRI Data | Oct 11, 2022 | Deep LearningDiagnostic | CodeCode Available | 0 |
| DeepMed: Semiparametric Causal Mediation Analysis with Debiased Deep Learning | Oct 10, 2022 | Causal InferenceDeep Learning | CodeCode Available | 0 |
| Deep Learning in Spatially Resolved Transcriptomics: A Comprehensive Technical View | Oct 10, 2022 | ClusteringDeep Learning | —Unverified | 0 |
| Deep Learning for Logo Detection: A Survey | Oct 10, 2022 | Deep LearningSurvey | —Unverified | 0 |
| Domain-guided data augmentation for deep learning on medical imaging | Oct 10, 2022 | Data AugmentationDeep Learning | —Unverified | 0 |
| EarthNets: Empowering AI in Earth Observation | Oct 10, 2022 | Deep LearningEarth Observation | —Unverified | 0 |
| Deep Learning Inference Frameworks Benchmark | Oct 9, 2022 | CPUDeep Learning | CodeCode Available | 0 |
| Computing non-equilibrium trajectories by a deep learning approach | Oct 8, 2022 | Deep Learning | —Unverified | 0 |
| LW-ISP: A Lightweight Model with ISP and Deep Learning | Oct 8, 2022 | Deep LearningDenoising | —Unverified | 0 |
| In What Ways Are Deep Neural Networks Invariant and How Should We Measure This? | Oct 7, 2022 | Data AugmentationDeep Learning | —Unverified | 0 |
| Dynamic Latent Separation for Deep Learning | Oct 7, 2022 | Deep LearningDiversity | —Unverified | 0 |
| Differentially Private Deep Learning with ModelMix | Oct 7, 2022 | Deep Learning | —Unverified | 0 |
| Explainable Verbal Deception Detection using Transformers | Oct 6, 2022 | Deception DetectionDeep Learning | —Unverified | 0 |
| Enabling Deep Learning on Edge Devices | Oct 6, 2022 | Deep Learning | —Unverified | 0 |
| Look Ma, Only 400 Samples! Revisiting the Effectiveness of Automatic N-Gram Rule Generation for Spelling Normalization in Filipino | Oct 6, 2022 | Deep LearningSpelling Correction | CodeCode Available | 0 |
| Interpreting County Level COVID-19 Infection and Feature Sensitivity using Deep Learning Time Series Models | Oct 6, 2022 | Deep LearningFeature Importance | CodeCode Available | 0 |
| ChemAlgebra: Algebraic Reasoning on Chemical Reactions | Oct 5, 2022 | Deep Learning | —Unverified | 0 |
| Particle clustering in turbulence: Prediction of spatial and statistical properties with deep learning | Oct 5, 2022 | ClusteringDeep Learning | CodeCode Available | 0 |
| Stock Volatility Prediction using Time Series and Deep Learning Approach | Oct 5, 2022 | Deep LearningTime Series | —Unverified | 0 |
| Goal Recognition as a Deep Learning Task: the GRNet Approach | Oct 5, 2022 | Deep Learning | —Unverified | 0 |
| Analyzing historical diagnosis code data from NIH N3C and RECOVER Programs using deep learning to determine risk factors for Long Covid | Oct 5, 2022 | Deep Learning | —Unverified | 0 |
| TgDLF2.0: Theory-guided deep-learning for electrical load forecasting via Transformer and transfer learning | Oct 5, 2022 | Deep LearningLoad Forecasting | —Unverified | 0 |
| Optimization-Informed Neural Networks | Oct 5, 2022 | Deep LearningNumerical Integration | —Unverified | 0 |
| On Adversarial Robustness of Deep Image Deblurring | Oct 5, 2022 | Adversarial RobustnessDeblurring | —Unverified | 0 |
| Detecting asset price bubbles using deep learning | Oct 4, 2022 | Deep Learning | —Unverified | 0 |
| Automated Medical Device Display Reading Using Deep Learning Object Detection | Oct 4, 2022 | Deep Learningobject-detection | —Unverified | 0 |
| Revealing Unobservables by Deep Learning: Generative Element Extraction Networks (GEEN) | Oct 4, 2022 | Deep Learning | —Unverified | 0 |
| NCVX: A General-Purpose Optimization Solver for Constrained Machine and Deep Learning | Oct 3, 2022 | Deep LearningGPU | —Unverified | 0 |
| A systematic review of the use of Deep Learning in Satellite Imagery for Agriculture | Oct 3, 2022 | Deep Learning | —Unverified | 0 |
| Ensembling improves stability and power of feature selection for deep learning models | Oct 2, 2022 | Deep LearningFeature Importance | —Unverified | 0 |
| Character Jacobian: Modeling Chinese Character Meanings with Deep Learning Model | Oct 1, 2022 | Deep Learning | —Unverified | 0 |
| FastPacket: Towards Pre-trained Packets Embedding based on FastText for next-generation NIDS | Sep 29, 2022 | Deep LearningIntrusion Detection | —Unverified | 0 |