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| Deep Learning for Mean Field Optimal Transport | Feb 28, 2023 | Deep Learning | —Unverified | 0 |
| Adaptive CSI Feedback for Deep Learning-Enabled Image Transmission | Feb 27, 2023 | Deep Learning | —Unverified | 0 |
| PointFlowHop: Green and Interpretable Scene Flow Estimation from Consecutive Point Clouds | Feb 27, 2023 | Deep LearningMotion Compensation | —Unverified | 0 |
| A Survey on Uncertainty Quantification Methods for Deep Learning | Feb 26, 2023 | Active LearningAutonomous Driving | —Unverified | 0 |
| Self-Supervised and Supervised Deep Learning for PET Image Reconstruction | Feb 25, 2023 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Deep Learning for Video-Text Retrieval: a Review | Feb 24, 2023 | Deep LearningRetrieval | —Unverified | 0 |
| Variational Linearized Laplace Approximation for Bayesian Deep Learning | Feb 24, 2023 | Deep LearningStochastic Optimization | CodeCode Available | 1 |
| Naver Labs Europe (SPLADE) @ TREC Deep Learning 2022 | Feb 24, 2023 | Deep LearningRetrieval | —Unverified | 0 |
| Physics Informed Deep Learning: Applications in Transportation | Feb 23, 2023 | Deep LearningState Estimation | —Unverified | 0 |
| Uncertainty Injection: A Deep Learning Method for Robust Optimization | Feb 23, 2023 | Deep Learning | —Unverified | 0 |
| Deep learning model for Mongolian Citizens Feedback Analysis using Word Vector Embeddings | Feb 23, 2023 | Deep LearningSentence | —Unverified | 0 |
| Does Deep Learning Learn to Abstract? A Systematic Probing Framework | Feb 23, 2023 | Deep Learning | —Unverified | 0 |
| AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving | Feb 22, 2023 | Deep Learning | CodeCode Available | 4 |
| Use Cases for Time-Frequency Image Representations and Deep Learning Techniques for Improved Signal Classification | Feb 22, 2023 | ClassificationDeep Learning | —Unverified | 0 |
| Recent Advancements in Deep Learning Applications and Methods for Autonomous Navigation: A Comprehensive Review | Feb 22, 2023 | Autonomous NavigationAutonomous Vehicles | —Unverified | 0 |
| Modular Deep Learning | Feb 22, 2023 | Causal InferenceDeep Learning | —Unverified | 0 |
| Magnification Invariant Medical Image Analysis: A Comparison of Convolutional Networks, Vision Transformers, and Token Mixers | Feb 22, 2023 | Breast Cancer Histology Image ClassificationDeep Learning | —Unverified | 0 |
| Mitigating Adversarial Attacks in Deepfake Detection: An Exploration of Perturbation and AI Techniques | Feb 22, 2023 | DeepFake DetectionDeep Learning | —Unverified | 0 |
| Analysis of Real-Time Hostile Activitiy Detection from Spatiotemporal Features Using Time Distributed Deep CNNs, RNNs and Attention-Based Mechanisms | Feb 21, 2023 | Action RecognitionClassification | —Unverified | 0 |
| Clinically Acceptable Segmentation of Organs at Risk in Cervical Cancer Radiation Treatment from Clinically Available Annotations | Feb 21, 2023 | Computed Tomography (CT)Deep Learning | —Unverified | 0 |
| Climate Model Driven Seasonal Forecasting Approach with Deep Learning | Feb 21, 2023 | Deep LearningManagement | —Unverified | 0 |
| SF2Former: Amyotrophic Lateral Sclerosis Identification From Multi-center MRI Data Using Spatial and Frequency Fusion Transformer | Feb 21, 2023 | Deep LearningMedical Image Analysis | CodeCode Available | 2 |
| LMPDNet: TOF-PET list-mode image reconstruction using model-based deep learning method | Feb 21, 2023 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Implementation of DNN Based Data Detector for QPSK Systems | Feb 20, 2023 | Deep Learning | CodeCode Available | 0 |
| An evaluation of deep learning models for predicting water depth evolution in urban floods | Feb 20, 2023 | Deep LearningDepth Estimation | —Unverified | 0 |
| Audit to Forget: A Unified Method to Revoke Patients' Private Data in Intelligent Healthcare | Feb 20, 2023 | Deep LearningPrivacy Preserving | CodeCode Available | 0 |
| SpecXAI -- Spectral interpretability of Deep Learning Models | Feb 20, 2023 | Deep LearningExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Optimization Methods in Deep Learning: A Comprehensive Overview | Feb 19, 2023 | Deep Learningspeech-recognition | —Unverified | 0 |
| Augmenting endometriosis analysis from ultrasound data with deep learning | Feb 19, 2023 | Deep LearningDiagnostic | —Unverified | 0 |
| Physics-aware deep learning framework for linear elasticity | Feb 19, 2023 | Deep Learning | —Unverified | 0 |
| Credal Bayesian Deep Learning | Feb 19, 2023 | Autonomous DrivingDeep Learning | —Unverified | 0 |
| A Bibliography of Multiple Sclerosis Lesions Detection Methods using Brain MRIs | Feb 19, 2023 | Deep LearningLesion Segmentation | —Unverified | 0 |
| A Comprehensive Evaluation Study on Risk Level Classification of Melanoma by Computer Vision on ISIC 2016-2020 Datasets | Feb 19, 2023 | Deep LearningTransfer Learning | —Unverified | 0 |
| Deep AHS: A Deep Learning Approach to Acoustic Howling Suppression | Feb 18, 2023 | Deep LearningSpeech Separation | —Unverified | 0 |
| Vulnerability analysis of captcha using Deep learning | Feb 18, 2023 | Deep Learning | CodeCode Available | 0 |
| Forecasting with Deep Learning | Feb 17, 2023 | Deep LearningTime Series | CodeCode Available | 1 |
| Generative Ornstein-Uhlenbeck Markets via Geometric Deep Learning | Feb 17, 2023 | Deep Learning | —Unverified | 0 |
| Deep Learning for Event-based Vision: A Comprehensive Survey and Benchmarks | Feb 17, 2023 | DeblurringDeep Learning | CodeCode Available | 1 |
| THC: Accelerating Distributed Deep Learning Using Tensor Homomorphic Compression | Feb 16, 2023 | Deep Learningimage-classification | CodeCode Available | 1 |
| Rejecting Cognitivism: Computational Phenomenology for Deep Learning | Feb 16, 2023 | Deep Learning | —Unverified | 0 |
| Intrinsic and extrinsic deep learning on manifolds | Feb 16, 2023 | Deep Learning | —Unverified | 0 |
| Deep Learning Enhanced Realized GARCH | Feb 16, 2023 | Bayesian InferenceDeep Learning | CodeCode Available | 0 |
| A Review of Uncertainty Estimation and its Application in Medical Imaging | Feb 16, 2023 | Deep Learning | —Unverified | 0 |
| Edge-weighted pFISTA-Net for MRI Reconstruction | Feb 15, 2023 | Deep LearningEdge Detection | —Unverified | 0 |
| Sparse-SignSGD with Majority Vote for Communication-Efficient Distributed Learning | Feb 15, 2023 | Deep LearningDistributed Optimization | —Unverified | 0 |
| Excess risk bound for deep learning under weak dependence | Feb 15, 2023 | Deep LearningTime Series | —Unverified | 0 |
| Interpretable Deep Learning Methods for Multiview Learning | Feb 15, 2023 | Deep Learningfeature selection | CodeCode Available | 0 |
| Super-Resolution of BVOC Maps by Adapting Deep Learning Methods | Feb 15, 2023 | Deep LearningImage Super-Resolution | —Unverified | 0 |
| Do Deep Learning Methods Really Perform Better in Molecular Conformation Generation? | Feb 14, 2023 | Deep LearningDrug Discovery | CodeCode Available | 0 |