| Goal-Oriented Sensitivity Analysis of Hyperparameters in Deep Learning | Jul 13, 2022 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 |
| Face editing with GAN -- A Review | Jul 12, 2022 | Deep LearningImage Generation | —Unverified | 0 |
| IMG-NILM: A Deep learning NILM approach using energy heatmaps | Jul 12, 2022 | Deep LearningNon-Intrusive Load Monitoring | —Unverified | 0 |
| GANzzle: Reframing jigsaw puzzle solving as a retrieval task using a generative mental image | Jul 12, 2022 | Deep LearningRetrieval | CodeCode Available | 0 |
| Image Segmentation for Radar Signal Deinterleaving Using Deep Learning | Jul 11, 2022 | Deep LearningImage Segmentation | —Unverified | 0 |
| Horizontal Federated Learning and Secure Distributed Training for Recommendation System with Intel SGX | Jul 11, 2022 | Deep LearningFederated Learning | —Unverified | 0 |
| Boosting Heterogeneous Catalyst Discovery by Structurally Constrained Deep Learning Models | Jul 11, 2022 | Computational chemistryDeep Learning | —Unverified | 0 |
| DeepSNR: A deep learning foundation for offline gravitational wave detection | Jul 11, 2022 | Computational EfficiencyDeep Learning | —Unverified | 0 |
| SparseTIR: Composable Abstractions for Sparse Compilation in Deep Learning | Jul 11, 2022 | Deep Learning | CodeCode Available | 1 |
| Automating Detection of Papilledema in Pediatric Fundus Images with Explainable Machine Learning | Jul 10, 2022 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 0 |
| Adaptive sequencing using nanopores and deep learning of mitochondrial DNA | Jul 9, 2022 | Deep Learning | CodeCode Available | 0 |
| TensorIR: An Abstraction for Automatic Tensorized Program Optimization | Jul 9, 2022 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 6 |
| Explainable AI (XAI) in Biomedical Signal and Image Processing: Promises and Challenges | Jul 9, 2022 | Deep LearningExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Open World Learning Graph Convolution for Latency Estimation in Routing Networks | Jul 8, 2022 | Deep Learning | CodeCode Available | 0 |
| RF-Photonic Deep Learning Processor with Shannon-Limited Data Movement | Jul 8, 2022 | Deep Learning | —Unverified | 0 |
| Combining Deep Learning with Good Old-Fashioned Machine Learning | Jul 8, 2022 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Deep Learning for Anomaly Detection in Log Data: A Survey | Jul 8, 2022 | Anomaly DetectionDeep Learning | CodeCode Available | 1 |
| Revisiting Pretraining Objectives for Tabular Deep Learning | Jul 7, 2022 | Deep Learning | CodeCode Available | 1 |
| On Non-Linear operators for Geometric Deep Learning | Jul 6, 2022 | Deep Learning | —Unverified | 0 |
| Scaling Private Deep Learning with Low-Rank and Sparse Gradients | Jul 6, 2022 | Deep Learning | —Unverified | 0 |
| Learning Apparent Diffusion Coefficient Maps from Accelerated Radial k-Space Diffusion-Weighted MRI in Mice using a Deep CNN-Transformer Model | Jul 6, 2022 | Deep Learning | CodeCode Available | 0 |
| A Survey on Hyperlink Prediction | Jul 6, 2022 | Deep LearningLink Prediction | —Unverified | 0 |
| Deep Learning approach for Classifying Trusses and Runners of Strawberries | Jul 6, 2022 | ClassificationDeep Learning | —Unverified | 0 |
| Adaptive deep learning for nonlinear time series models | Jul 6, 2022 | Deep Learningregression | —Unverified | 0 |
| Improving Trustworthiness of AI Disease Severity Rating in Medical Imaging with Ordinal Conformal Prediction Sets | Jul 5, 2022 | Conformal PredictionDeep Learning | CodeCode Available | 0 |
| Disentangling private classes through regularization | Jul 5, 2022 | Decision MakingDeep Learning | —Unverified | 0 |
| A Densely Interconnected Network for Deep Learning Accelerated MRI | Jul 5, 2022 | Deep LearningMRI Reconstruction | —Unverified | 0 |
| Rank-Based Filter Pruning for Real-Time UAV Tracking | Jul 5, 2022 | Deep LearningModel Compression | —Unverified | 0 |
| Automatic inspection of cultural monuments using deep and tensor-based learning on hyperspectral imagery | Jul 5, 2022 | Deep Learning | —Unverified | 0 |
| Deriving Surface Resistivity from Polarimetric SAR Data Using Dual-Input UNet | Jul 5, 2022 | Deep LearningSurvey | —Unverified | 0 |
| Attention mechanisms for physiological signal deep learning: which attention should we take? | Jul 4, 2022 | Deep Learningregression | —Unverified | 0 |
| Interpretable Fusion Analytics Framework for fMRI Connectivity: Self-Attention Mechanism and Latent Space Item-Response Model | Jul 4, 2022 | ClassificationDeep Learning | —Unverified | 0 |
| Understanding Tieq Viet with Deep Learning Models | Jul 3, 2022 | Deep LearningSentence | —Unverified | 0 |
| On the modern deep learning approaches for precipitation downscaling | Jul 2, 2022 | Deep LearningGenerative Adversarial Network | —Unverified | 0 |
| Deep Learning for Systemic Risk Measures | Jul 2, 2022 | Deep LearningManagement | —Unverified | 0 |
| Even the Simplest Baseline Needs Careful Re-investigation: A Case Study on XML-CNN | Jul 1, 2022 | Deep LearningMulti Label Text Classification | —Unverified | 0 |
| Narrative Detection and Feature Analysis in Online Health Communities | Jul 1, 2022 | Deep Learningtext-classification | —Unverified | 0 |
| IIITH at SemEval-2022 Task 5: A comparative study of deep learning models for identifying misogynous memes | Jul 1, 2022 | Deep Learning | —Unverified | 0 |
| YMAI at SemEval-2022 Task 5: Detecting Misogyny in Memes using VisualBERT and MMBT MultiModal Pre-trained Models | Jul 1, 2022 | Deep Learning | —Unverified | 0 |
| I2C at SemEval-2022 Task 4: Patronizing and Condescending Language Detection using Deep Learning Techniques | Jul 1, 2022 | Data AugmentationDeep Learning | —Unverified | 0 |
| Automatically Detecting Reduced-formed English Pronunciations by Using Deep Learning | Jul 1, 2022 | Deep LearningForm | —Unverified | 0 |
| Improving Speech Enhancement through Fine-Grained Speech Characteristics | Jul 1, 2022 | Deep LearningSpeech Enhancement | CodeCode Available | 1 |
| A Deep-Learning-Aided Pipeline for Efficient Post-Silicon Tuning | Jul 1, 2022 | Deep Learning | —Unverified | 0 |
| Solving barrier options under stochastic volatility using deep learning | Jul 1, 2022 | Deep Learning | —Unverified | 0 |
| Deep Learning and Symbolic Regression for Discovering Parametric Equations | Jul 1, 2022 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| Robustness of Epinets against Distributional Shifts | Jul 1, 2022 | Deep Learning | —Unverified | 0 |
| Privacy-preserving household load forecasting based on non-intrusive load monitoring: A federated deep learning approach | Jun 30, 2022 | Deep LearningFederated Learning | —Unverified | 0 |
| Modern Question Answering Datasets and Benchmarks: A Survey | Jun 30, 2022 | Deep LearningQuestion Answering | —Unverified | 0 |
| Deep Learning to See: Towards New Foundations of Computer Vision | Jun 30, 2022 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Theoretical Perspectives on Deep Learning Methods in Inverse Problems | Jun 29, 2022 | Compressive SensingDeep Learning | —Unverified | 0 |