| Adversarial-Aware Deep Learning System based on a Secondary Classical Machine Learning Verification Approach | Jun 1, 2023 | Adversarial AttackAdversarial Defense | —Unverified | 0 |
| VIPriors 3: Visual Inductive Priors for Data-Efficient Deep Learning Challenges | May 31, 2023 | Data AugmentationDeep Learning | —Unverified | 0 |
| Deep Stochastic Mechanics | May 31, 2023 | Deep Learning | CodeCode Available | 0 |
| Toward Understanding Why Adam Converges Faster Than SGD for Transformers | May 31, 2023 | Deep Learning | —Unverified | 0 |
| DKINet: Medication Recommendation via Domain Knowledge Informed Deep Learning | May 31, 2023 | Deep Learning | CodeCode Available | 0 |
| DeepMerge: Deep-Learning-Based Region-Merging for Image Segmentation | May 31, 2023 | Deep LearningImage Segmentation | CodeCode Available | 0 |
| Gemtelligence: Accelerating Gemstone classification with Deep Learning | May 31, 2023 | ClassificationDeep Learning | —Unverified | 0 |
| Smooth, exact rotational symmetrization for deep learning on point clouds | May 30, 2023 | Deep Learning | —Unverified | 0 |
| The News Delivery Channel Recommendation Based on Granular Neural Network | May 30, 2023 | Collaborative FilteringDeep Learning | —Unverified | 0 |
| An Evaluation of Lightweight Deep Learning Techniques in Medical Imaging for High Precision COVID-19 Diagnostics | May 30, 2023 | Deep LearningManagement | —Unverified | 0 |
| Infrared Image Deturbulence Restoration Using Degradation Parameter-Assisted Wide & Deep Learning | May 30, 2023 | Deep LearningDenoising | CodeCode Available | 0 |
| TrueDeep: A systematic approach of crack detection with less data | May 30, 2023 | Crack SegmentationDeep Learning | —Unverified | 0 |
| Scene restoration from scaffold occlusion using deep learning-based methods | May 30, 2023 | Deep LearningImage Inpainting | —Unverified | 0 |
| Simulation-Aided Deep Learning for Laser Ultrasonic Visualization Testing | May 30, 2023 | Data AugmentationDeep Learning | —Unverified | 0 |
| Phase Correction using Deep Learning for Satellite-to-Ground CV-QKD | May 30, 2023 | Deep Learning | —Unverified | 0 |
| Dark Web Activity Classification Using Deep Learning | May 30, 2023 | ClassificationDeep Learning | —Unverified | 0 |
| Can We Trust Explainable AI Methods on ASR? An Evaluation on Phoneme Recognition | May 29, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Intelligent gradient amplification for deep neural networks | May 29, 2023 | Deep Learning | —Unverified | 0 |
| The mechanism underlying successful deep learning | May 29, 2023 | Deep Learning | —Unverified | 0 |
| A Comprehensive Overview and Comparative Analysis on Deep Learning Models: CNN, RNN, LSTM, GRU | May 27, 2023 | Autonomous VehiclesDeep Learning | —Unverified | 0 |
| Trustworthy Deep Learning for Medical Image Segmentation | May 27, 2023 | AnatomyDeep Learning | —Unverified | 0 |
| Deep Learning based Fingerprint Presentation Attack Detection: A Comprehensive Survey | May 27, 2023 | Deep LearningSurvey | —Unverified | 0 |
| Understanding Emotion Valence is a Joint Deep Learning Task | May 27, 2023 | Deep LearningMulti-Task Learning | —Unverified | 0 |
| Statistically Significant Concept-based Explanation of Image Classifiers via Model Knockoffs | May 27, 2023 | Deep Learningimage-classification | —Unverified | 0 |
| DeepSI: Interactive Deep Learning for Semantic Interaction | May 26, 2023 | Deep Learning | —Unverified | 0 |
| Green Runner: A tool for efficient model selection from model repositories | May 26, 2023 | Deep LearningImage Captioning | —Unverified | 0 |
| Building One-class Detector for Anything: Open-vocabulary Zero-shot OOD Detection Using Text-image Models | May 26, 2023 | Deep LearningOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| An Analytic End-to-End Deep Learning Algorithm based on Collaborative Learning | May 26, 2023 | Deep Learning | —Unverified | 0 |
| Gender, Smoking History and Age Prediction from Laryngeal Images | May 26, 2023 | Deep LearningDiagnostic | —Unverified | 0 |
| ProGroTrack: Deep Learning-Assisted Tracking of Intracellular Protein Growth Dynamics | May 26, 2023 | Deep Learning | —Unverified | 0 |
| Kernel Density Matrices for Probabilistic Deep Learning | May 26, 2023 | Deep LearningDensity Estimation | CodeCode Available | 0 |
| Geometric deep learning approach to knot theory | May 26, 2023 | Deep Learning | CodeCode Available | 0 |
| NODDLE: Node2vec based deep learning model for link prediction | May 25, 2023 | Deep LearningLink Prediction | —Unverified | 0 |
| E2EAI: End-to-End Deep Learning Framework for Active Investing | May 25, 2023 | Deep Learning | —Unverified | 0 |
| Test like you Train in Implicit Deep Learning | May 24, 2023 | Deep LearningMeta-Learning | —Unverified | 0 |
| Non-adversarial Robustness of Deep Learning Methods for Computer Vision | May 24, 2023 | Adversarial RobustnessDeep Learning | —Unverified | 0 |
| Deep Learning and Ethics | May 24, 2023 | Deep LearningEthics | —Unverified | 0 |
| Deep Learning-based Bio-Medical Image Segmentation using UNet Architecture and Transfer Learning | May 24, 2023 | Deep LearningImage Segmentation | —Unverified | 0 |
| Reconfigurable Distributed FPGA Cluster Design for Deep Learning Accelerators | May 24, 2023 | Deep LearningEdge-computing | —Unverified | 0 |
| A Rigorous Link between Deep Ensembles and (Variational) Bayesian Methods | May 24, 2023 | Deep LearningUncertainty Quantification | —Unverified | 0 |
| Reviewing Evolution of Learning Functions and Semantic Information Measures for Understanding Deep Learning | May 23, 2023 | Deep LearningMulti-Label Learning | —Unverified | 0 |
| Deep Functional Factor Models: Forecasting High-Dimensional Functional Time Series via Bayesian Nonparametric Factorization | May 23, 2023 | Deep LearningTime Series | CodeCode Available | 0 |
| Deep Learning with Kernels through RKHM and the Perron-Frobenius Operator | May 23, 2023 | Deep Learning | —Unverified | 0 |
| Deep GEM-Based Network for Weakly Supervised UWB Ranging Error Mitigation | May 23, 2023 | Deep Learning | —Unverified | 0 |
| FGAM:Fast Adversarial Malware Generation Method Based on Gradient Sign | May 22, 2023 | Deep LearningMalware Detection | —Unverified | 0 |
| Interpretable Mesomorphic Networks for Tabular Data | May 22, 2023 | Deep Learning | CodeCode Available | 0 |
| An Optimized Ensemble Deep Learning Model For Brain Tumor Classification | May 22, 2023 | Brain Tumor ClassificationDeep Learning | —Unverified | 0 |
| Deep-Learning Based Reconfigurable Intelligent Surfaces for Intervehicular Communication | May 21, 2023 | Deep Learning | —Unverified | 0 |
| Comparative Analysis of Deep Learning Models for Brand Logo Classification in Real-World Scenarios | May 20, 2023 | ClassificationDeep Learning | —Unverified | 0 |
| GELU Activation Function in Deep Learning: A Comprehensive Mathematical Analysis and Performance | May 20, 2023 | Computational EfficiencyDeep Learning | —Unverified | 0 |