| Combining Deep Learning and Reasoning for Address Detection in Unstructured Text Documents | Feb 7, 2022 | Deep Learning | —Unverified | 0 |
| Locally Differentially Private Distributed Deep Learning via Knowledge Distillation | Feb 7, 2022 | Deep LearningKnowledge Distillation | CodeCode Available | 0 |
| Portrait Segmentation Using Deep Learning | Feb 6, 2022 | Deep LearningPortrait Segmentation | CodeCode Available | 0 |
| Deep Learning-Aided Spatial Multiplexing with Index Modulation | Feb 6, 2022 | Deep Learning | —Unverified | 0 |
| A simple language-agnostic yet very strong baseline system for hate speech and offensive content identification | Feb 5, 2022 | Deep Learning | —Unverified | 0 |
| Non-parametric Uncertainty Assessment in Deep-Learning Based Affine Image Registration | Feb 4, 2022 | Affine Image RegistrationDeep Learning | —Unverified | 0 |
| Deep Learning-based Assessment of Hepatic Steatosis on chest CT | Feb 4, 2022 | Computed Tomography (CT)Deep Learning | —Unverified | 0 |
| Polyphonic pitch detection with convolutional recurrent neural networks | Feb 4, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Towards Training Reproducible Deep Learning Models | Feb 4, 2022 | Deep LearningGPU | CodeCode Available | 0 |
| Deep Learning for Epidemiologists: An Introduction to Neural Networks | Feb 2, 2022 | Deep Learning | —Unverified | 0 |
| MatchMaker: A Deep Learning Framework for Drug Synergy Prediction | Feb 2, 2022 | Deep LearningPrediction | CodeCode Available | 1 |
| Using Deep Learning to Bootstrap Abstractions for Hierarchical Robot Planning | Feb 2, 2022 | Deep Learning | —Unverified | 0 |
| 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 |
| Towards Positive Jacobian: Learn to Postprocess Diffeomorphic Image Registration with Matrix Exponential | Feb 1, 2022 | Deep LearningImage Registration | CodeCode Available | 1 |
| Identifying Pauli spin blockade using deep learning | Feb 1, 2022 | Deep Learning | CodeCode Available | 0 |
| LocUNet: Fast Urban Positioning Using Radio Maps and Deep Learning | Feb 1, 2022 | CPUDeep Learning | CodeCode Available | 1 |
| 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 |
| Unsupervised Anomaly Detection in 3D Brain MRI using Deep Learning with Multi-Task Brain Age Prediction | Jan 31, 2022 | AnatomyAnomaly Detection | —Unverified | 0 |
| Metrics for saliency map evaluation of deep learning explanation methods | Jan 31, 2022 | Deep Learning | —Unverified | 0 |
| Deep Learning Macroeconomics | Jan 31, 2022 | Deep LearningEconometrics | CodeCode Available | 0 |
| On the Power-Law Hessian Spectrums in Deep Learning | Jan 31, 2022 | Deep Learning | —Unverified | 0 |
| Deep Learning Approaches on Image Captioning: A Review | Jan 31, 2022 | Caption GenerationDeep Learning | —Unverified | 0 |
| Designing Universal Causal Deep Learning Models: The Geometric (Hyper)Transformer | Jan 31, 2022 | Deep LearningTime Series | —Unverified | 0 |
| Adversarial Robustness in Deep Learning: Attacks on Fragile Neurons | Jan 31, 2022 | Adversarial AttackAdversarial Robustness | —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 |
| Bounding Training Data Reconstruction in Private (Deep) Learning | Jan 28, 2022 | Deep Learning | CodeCode Available | 1 |
| 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 |
| From data to functa: Your data point is a function and you can treat it like one | Jan 28, 2022 | Deep LearningImputation | CodeCode Available | 1 |
| TableQuery: Querying tabular data with natural language | Jan 27, 2022 | Deep LearningNatural Language Queries | CodeCode Available | 2 |
| Prediction of GPU Failures Under Deep Learning Workloads | Jan 27, 2022 | Deep LearningGPU | —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 |
| Early Detection of Network Attacks Using Deep Learning | Jan 27, 2022 | Deep Learningfeature selection | —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 |
| Deep Image Deblurring: A Survey | Jan 26, 2022 | DeblurringDeep Learning | —Unverified | 0 |
| Predicting Knee Osteoarthritis Progression from Structural MRI using Deep Learning | Jan 26, 2022 | Deep LearningPrediction | CodeCode Available | 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 |
| Underwater Acoustic Communication Channel Modeling using Deep Learning | Jan 25, 2022 | Deep Learning | —Unverified | 0 |
| Mutual information neural estimation for unsupervised multi-modal registration of brain images | Jan 25, 2022 | Deep LearningImage Registration | —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 |
| Ensemble learning priors unfolding for scalable Snapshot Compressive Sensing | Jan 25, 2022 | Compressive SensingDeep Learning | CodeCode Available | 1 |
| Unsupervised Music Source Separation Using Differentiable Parametric Source Models | Jan 24, 2022 | Audio Source SeparationDeep Learning | CodeCode Available | 1 |
| Debiasing pipeline improves deep learning model generalization for X-ray based lung nodule detection | Jan 24, 2022 | Deep LearningLung Nodule Detection | —Unverified | 0 |
| Terra: Imperative-Symbolic Co-Execution of Imperative Deep Learning Programs | Jan 23, 2022 | Deep Learning | —Unverified | 0 |
| Deep Learning on Attributed Sequences | Jan 23, 2022 | Deep Learning | —Unverified | 0 |
| A Review of Deep Learning Based Image Super-resolution Techniques | Jan 22, 2022 | Deep LearningImage Super-Resolution | —Unverified | 0 |