| DeepLINK-T: deep learning inference for time series data using knockoffs and LSTM | Apr 5, 2024 | Deep Learningfeature selection | CodeCode Available | 0 |
| Deep Learning for Satellite Image Time Series Analysis: A Review | Apr 5, 2024 | Deep LearningEarth Observation | —Unverified | 0 |
| Classification of Nasopharyngeal Cases using DenseNet Deep Learning Architecture | Apr 4, 2024 | Deep Learningwhole slide images | —Unverified | 0 |
| Advancing Aspect-Based Sentiment Analysis through Deep Learning Models | Apr 4, 2024 | Aspect-Based Sentiment AnalysisDeep Learning | —Unverified | 0 |
| Inline AI: Open-source Deep Learning Inference for Cardiac MR | Apr 3, 2024 | AnatomyDeep Learning | —Unverified | 0 |
| Towards Explainable Traffic Flow Prediction with Large Language Models | Apr 3, 2024 | Deep LearningPrediction | CodeCode Available | 1 |
| Deep Learning-Based Weather-Related Power Outage Prediction with Socio-Economic and Power Infrastructure Data | Apr 3, 2024 | Deep LearningPrediction | —Unverified | 0 |
| Deep Image Composition Meets Image Forgery | Apr 3, 2024 | Deep LearningImage Forgery Detection | CodeCode Available | 1 |
| Semantic Augmentation in Images using Language | Apr 2, 2024 | Data AugmentationDeep Learning | —Unverified | 0 |
| Automating Vessel Segmentation in the Heart and Brain: A Trend to Develop Multi-Modality and Label-Efficient Deep Learning Techniques | Apr 2, 2024 | Deep LearningSegmentation | —Unverified | 0 |
| Transfer Learning from Whisper for Microscopic Intelligibility Prediction | Apr 2, 2024 | Automatic Speech RecognitionDeep Learning | —Unverified | 0 |
| Securing Social Spaces: Harnessing Deep Learning to Eradicate Cyberbullying | Apr 1, 2024 | Deep LearningHate Speech Detection | —Unverified | 0 |
| Enhanced Precision in Rainfall Forecasting for Mumbai: Utilizing Physics Informed ConvLSTM2D Models for Finer Spatial and Temporal Resolution | Apr 1, 2024 | Deep LearningPrediction | —Unverified | 0 |
| A Comprehensive Review of Knowledge Distillation in Computer Vision | Apr 1, 2024 | Deep LearningKnowledge Distillation | —Unverified | 0 |
| Few-shot point cloud reconstruction and denoising via learned Guassian splats renderings and fine-tuned diffusion features | Apr 1, 2024 | 3D ReconstructionDeep Learning | CodeCode Available | 0 |
| Deep learning phase recovery: data-driven, physics-driven, or combining both? | Apr 1, 2024 | Deep LearningSelf-Supervised Learning | CodeCode Available | 1 |
| Scalable Scene Modeling from Perspective Imaging: Physics-based Appearance and Geometry Inference | Apr 1, 2024 | 3D Scene ReconstructionDeep Learning | —Unverified | 0 |
| Information Plane Analysis Visualization in Deep Learning via Transfer Entropy | Apr 1, 2024 | Deep LearningInformation Plane | —Unverified | 0 |
| PyTorch Frame: A Modular Framework for Multi-Modal Tabular Learning | Mar 31, 2024 | Binary ClassificationDeep Learning | CodeCode Available | 4 |
| Solving the QAP by Two-Stage Graph Pointer Networks and Reinforcement Learning | Mar 31, 2024 | Combinatorial OptimizationDeep Learning | —Unverified | 0 |
| Going Forward-Forward in Distributed Deep Learning | Mar 30, 2024 | Deep LearningDistributed Computing | —Unverified | 0 |
| Deep Learning with Parametric Lenses | Mar 30, 2024 | Deep Learning | —Unverified | 0 |
| Explainable Deep Learning: A Visual Analytics Approach with Transition Matrices | Mar 29, 2024 | Deep LearningExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| Bayesian Nonparametrics: An Alternative to Deep Learning | Mar 29, 2024 | Deep LearningElectrical Engineering | —Unverified | 0 |
| Localising the Seizure Onset Zone from Single-Pulse Electrical Stimulation Responses with a CNN Transformer | Mar 29, 2024 | Deep LearningEEG | CodeCode Available | 0 |
| Using Images as Covariates: Measuring Curb Appeal with Deep Learning | Mar 29, 2024 | Deep LearningEconometrics | —Unverified | 0 |
| Classification of Diabetic Retinopathy using Pre-Trained Deep Learning Models | Mar 29, 2024 | Deep Learning | —Unverified | 0 |
| Multi-task Magnetic Resonance Imaging Reconstruction using Meta-learning | Mar 29, 2024 | Deep LearningMeta-Learning | —Unverified | 0 |
| Boosting Cardiac Color Doppler Frame Rates with Deep Learning | Mar 28, 2024 | Data AugmentationDeep Learning | —Unverified | 0 |
| Physics-aware deep learning framework for the limited aperture inverse obstacle scattering problem | Mar 28, 2024 | Deep Learning | —Unverified | 0 |
| Dataflow-Aware PIM-Enabled Manycore Architecture for Deep Learning Workloads | Mar 28, 2024 | Deep Learning | —Unverified | 0 |
| Tiny Machine Learning: Progress and Futures | Mar 28, 2024 | Deep Learning | CodeCode Available | 4 |
| Improving Cancer Imaging Diagnosis with Bayesian Networks and Deep Learning: A Bayesian Deep Learning Approach | Mar 28, 2024 | Deep Learning | —Unverified | 0 |
| Identification and Uses of Deep Learning Backbones via Pattern Mining | Mar 27, 2024 | Bird Audio DetectionDeep Learning | CodeCode Available | 0 |
| Deep Learning for Robust and Explainable Models in Computer Vision | Mar 27, 2024 | Adversarial AttackDeep Learning | —Unverified | 0 |
| A thermodynamically consistent physics-informed deep learning material model for short fiber/polymer nanocomposites | Mar 27, 2024 | Deep Learning | CodeCode Available | 1 |
| Energy-Guided Data Sampling for Traffic Prediction with Mini Training Datasets | Mar 27, 2024 | Deep LearningTraffic Prediction | —Unverified | 0 |
| Artifact Reduction in 3D and 4D Cone-beam Computed Tomography Images with Deep Learning -- A Review | Mar 27, 2024 | Deep Learning | —Unverified | 0 |
| State of the art applications of deep learning within tracking and detecting marine debris: A survey | Mar 26, 2024 | Binary ClassificationDeep Learning | —Unverified | 0 |
| Deep Support Vectors | Mar 26, 2024 | Dataset DistillationDecision Making | —Unverified | 0 |
| A Survey on State-of-the-art Deep Learning Applications and Challenges | Mar 26, 2024 | Deep LearningTime Series Analysis | —Unverified | 0 |
| DeepKnowledge: Generalisation-Driven Deep Learning Testing | Mar 25, 2024 | Deep LearningDNN Testing | —Unverified | 0 |
| Deep models for stroke segmentation: do complex architectures always perform better? | Mar 25, 2024 | Deep LearningImage Segmentation | —Unverified | 0 |
| Measuring Name Concentrations through Deep Learning | Mar 25, 2024 | Deep Learning | —Unverified | 0 |
| DeepMachining: Online Prediction of Machining Errors of Lathe Machines | Mar 25, 2024 | Deep LearningPrediction | —Unverified | 0 |
| An efficient domain-independent approach for supervised keyphrase extraction and ranking | Mar 24, 2024 | Deep LearningKeyphrase Extraction | —Unverified | 0 |
| Modeling Analog Dynamic Range Compressors using Deep Learning and State-space Models | Mar 24, 2024 | Deep LearningState Space Models | —Unverified | 0 |
| Improving Demand Forecasting in Open Systems with Cartogram-Enhanced Deep Learning | Mar 24, 2024 | Deep LearningDemand Forecasting | —Unverified | 0 |
| Leveraging Deep Learning and Xception Architecture for High-Accuracy MRI Classification in Alzheimer Diagnosis | Mar 24, 2024 | Deep Learningimage-classification | —Unverified | 0 |
| PSHop: A Lightweight Feed-Forward Method for 3D Prostate Gland Segmentation | Mar 24, 2024 | 3D Prostate SegmentationDecoder | —Unverified | 0 |