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| Experimental Investigation of Variational Mode Decomposition and Deep Learning for Short-Term Multi-horizon Residential Electric Load Forecasting | Feb 1, 2022 | Deep LearningLoad Forecasting | —Unverified | 0 |
| On the Power-Law Hessian Spectrums in Deep Learning | Jan 31, 2022 | Deep Learning | —Unverified | 0 |
| Deep Learning Macroeconomics | Jan 31, 2022 | Deep LearningEconometrics | CodeCode Available | 0 |
| Deep Learning in fNIRS: A review | Jan 31, 2022 | Brain Computer InterfaceClassification | —Unverified | 0 |
| Unsupervised Network Intrusion Detection System for AVTP in Automotive Ethernet Networks | Jan 31, 2022 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Metrics for saliency map evaluation of deep learning explanation methods | Jan 31, 2022 | Deep Learning | —Unverified | 0 |
| Deep Learning Approaches on Image Captioning: A Review | Jan 31, 2022 | Caption GenerationDeep Learning | —Unverified | 0 |
| Adversarial Robustness in Deep Learning: Attacks on Fragile Neurons | Jan 31, 2022 | Adversarial AttackAdversarial Robustness | —Unverified | 0 |
| Unsupervised Anomaly Detection in 3D Brain MRI using Deep Learning with Multi-Task Brain Age Prediction | Jan 31, 2022 | AnatomyAnomaly Detection | —Unverified | 0 |
| Designing Universal Causal Deep Learning Models: The Geometric (Hyper)Transformer | Jan 31, 2022 | Deep LearningTime Series | —Unverified | 0 |
| Deep Non-Crossing Quantiles through the Partial Derivative | Jan 30, 2022 | Deep Learningquantile regression | —Unverified | 0 |
| Towards automated Capability Assessment leveraging Deep Learning | Jan 28, 2022 | Deep LearningPosition | —Unverified | 0 |
| Benchmarking Resource Usage for Efficient Distributed Deep Learning | Jan 28, 2022 | BenchmarkingDeep Learning | —Unverified | 0 |
| A Review on Deep-Learning Algorithms for Fetal Ultrasound-Image Analysis | Jan 28, 2022 | Deep LearningMedical Image Analysis | —Unverified | 0 |
| Prediction of GPU Failures Under Deep Learning Workloads | Jan 27, 2022 | Deep LearningGPU | —Unverified | 0 |
| Early Detection of Network Attacks Using Deep Learning | Jan 27, 2022 | Deep Learningfeature selection | —Unverified | 0 |
| Domain generalization in deep learning-based mass detection in mammography: A large-scale multi-center study | Jan 27, 2022 | Breast Cancer DetectionDeep Learning | —Unverified | 0 |
| Closing the sim-to-real gap in guided wave damage detection with adversarial training of variational auto-encoders | Jan 26, 2022 | Deep Learning | —Unverified | 0 |
| Predicting Knee Osteoarthritis Progression from Structural MRI using Deep Learning | Jan 26, 2022 | Deep LearningPrediction | CodeCode Available | 0 |
| Deep Image Deblurring: A Survey | Jan 26, 2022 | DeblurringDeep Learning | —Unverified | 0 |
| Initial Investigations Towards Non-invasive Monitoring of Chronic Wound Healing Using Deep Learning and Ultrasound Imaging | Jan 25, 2022 | Deep Learning | —Unverified | 0 |
| Bilevel Online Deep Learning in Non-stationary Environment | Jan 25, 2022 | Bilevel OptimizationDeep Learning | —Unverified | 0 |
| Mutual information neural estimation for unsupervised multi-modal registration of brain images | Jan 25, 2022 | Deep LearningImage Registration | —Unverified | 0 |
| Underwater Acoustic Communication Channel Modeling using Deep Learning | Jan 25, 2022 | Deep Learning | —Unverified | 0 |
| Splatting-based Synthesis for Video Frame Interpolation | Jan 25, 2022 | Deep LearningOptical Flow Estimation | —Unverified | 0 |
| Deep-Learning Assisted IoT Based RIS for Cooperative Communications | Jan 25, 2022 | Deep Learning | —Unverified | 0 |
| Debiasing pipeline improves deep learning model generalization for X-ray based lung nodule detection | Jan 24, 2022 | Deep LearningLung Nodule Detection | —Unverified | 0 |
| Deep Learning on Attributed Sequences | Jan 23, 2022 | Deep Learning | —Unverified | 0 |
| Terra: Imperative-Symbolic Co-Execution of Imperative Deep Learning Programs | Jan 23, 2022 | Deep Learning | —Unverified | 0 |
| Towards Sustainable Deep Learning for Wireless Fingerprinting Localization | Jan 22, 2022 | Deep LearningIndoor Localization | —Unverified | 0 |
| Uncertainty-aware deep learning methods for robust diabetic retinopathy classification | Jan 22, 2022 | Binary ClassificationClassification | —Unverified | 0 |
| A Review of Deep Learning Based Image Super-resolution Techniques | Jan 22, 2022 | Deep LearningImage Super-Resolution | —Unverified | 0 |
| The Security of Deep Learning Defences for Medical Imaging | Jan 21, 2022 | Deep LearningMedical Image Analysis | —Unverified | 0 |
| VIPriors 2: Visual Inductive Priors for Data-Efficient Deep Learning Challenges | Jan 21, 2022 | Data AugmentationDeep Learning | —Unverified | 0 |
| Low-Interception Waveform: To Prevent the Recognition of Spectrum Waveform Modulation via Adversarial Examples | Jan 20, 2022 | Deep Learning | —Unverified | 0 |
| Predicting Vegetation Stratum Occupancy from Airborne LiDAR Data with Deep Learning | Jan 20, 2022 | Deep Learningregression | —Unverified | 0 |
| Overview frequency principle/spectral bias in deep learning | Jan 19, 2022 | Deep Learning | —Unverified | 0 |
| Online Deep Learning based on Auto-Encoder | Jan 19, 2022 | Deep LearningDenoising | —Unverified | 0 |
| A Review of Deep Transfer Learning and Recent Advancements | Jan 19, 2022 | Deep LearningTransfer Learning | —Unverified | 0 |
| A Deep Learning Approach for Semantic Segmentation of Unbalanced Data in Electron Tomography of Catalytic Materials | Jan 18, 2022 | Deep LearningElectron Tomography | —Unverified | 0 |
| Deep Learning Based Framework for Iranian License Plate Detection and Recognition | Jan 18, 2022 | Deep LearningLicense Plate Detection | —Unverified | 0 |
| Deep Learning Optimization Theory - Trajectory Analysis of Gradient Descent | Jan 17, 2022 | Deep LearningLearning Theory | —Unverified | 0 |
| Incorporating Bayesian approaches in Deep Learning Research | Jan 17, 2022 | Bayesian InferenceDeep Learning | —Unverified | 0 |
| "Auction Learning as a Two Player Game": GANs (?) for Mechanism Design | Jan 17, 2022 | Deep LearningVocal Bursts Valence Prediction | —Unverified | 0 |
| The token parser and manipulator, next-generation Deep Learning architecture | Jan 17, 2022 | Contrastive LearningDeep Learning | —Unverified | 0 |
| Euclidean geometry meets graph, a geometric deep learning perspective | Jan 17, 2022 | Deep LearningGraph Learning | —Unverified | 0 |
| Recent Advances in Deep Learning for Routing Problems | Jan 17, 2022 | Combinatorial OptimizationDeep Learning | —Unverified | 0 |
| Bayesian Deep Learning for Interactive Community Question Answering | Jan 16, 2022 | Bayesian OptimisationCommunity Question Answering | —Unverified | 0 |
| DeepCreativity: Measuring Creativity with Deep Learning Techniques | Jan 16, 2022 | Deep Learning | —Unverified | 0 |