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| Deep Learning Methods for Calibrated Photometric Stereo and Beyond | Dec 16, 2022 | Deep Learning | CodeCode Available | 1 |
| Dataflow Analysis-Inspired Deep Learning for Efficient Vulnerability Detection | Dec 15, 2022 | Deep LearningGraph Learning | CodeCode Available | 1 |
| Physics-constrained deep learning postprocessing of temperature and humidity | Dec 7, 2022 | Deep LearningPhysics-informed machine learning | CodeCode Available | 1 |
| Simple Baseline for Weather Forecasting Using Spatiotemporal Context Aggregation Network | Dec 6, 2022 | Deep LearningWeather Forecasting | CodeCode Available | 1 |
| Domain Generalization Strategy to Train Classifiers Robust to Spatial-Temporal Shift | Dec 6, 2022 | Deep LearningDomain Generalization | CodeCode Available | 1 |
| Calibration and generalizability of probabilistic models on low-data chemical datasets with DIONYSUS | Dec 3, 2022 | Bayesian OptimizationDeep Learning | CodeCode Available | 1 |
| Composition based oxidation state prediction of materials using deep learning | Nov 29, 2022 | Deep LearningLanguage Modeling | CodeCode Available | 1 |
| Combining Constructive and Perturbative Deep Learning Algorithms for the Capacitated Vehicle Routing Problem | Nov 25, 2022 | Deep Learning | CodeCode Available | 1 |
| The Short-Term Predictability of Returns in Order Book Markets: a Deep Learning Perspective | Nov 24, 2022 | Deep Learning | CodeCode Available | 1 |
| PAC-Bayes Compression Bounds So Tight That They Can Explain Generalization | Nov 24, 2022 | Deep LearningGeneralization Bounds | CodeCode Available | 1 |
| 3D Detection and Characterisation of ALMA Sources through Deep Learning | Nov 21, 2022 | Deep LearningDenoising | CodeCode Available | 1 |
| Video Unsupervised Domain Adaptation with Deep Learning: A Comprehensive Survey | Nov 17, 2022 | Action RecognitionDeep Learning | CodeCode Available | 1 |
| Backdoor Attacks for Remote Sensing Data with Wavelet Transform | Nov 15, 2022 | Backdoor Attackbackdoor defense | CodeCode Available | 1 |
| DLKoopman: A deep learning software package for Koopman theory | Nov 15, 2022 | Deep Learning | CodeCode Available | 1 |
| ParticleGrid: Enabling Deep Learning using 3D Representation of Materials | Nov 15, 2022 | CPUDeep Learning | CodeCode Available | 1 |
| Deep learning for table detection and structure recognition: A survey | Nov 15, 2022 | Deep Learningobject-detection | CodeCode Available | 1 |
| Cracking Double-Blind Review: Authorship Attribution with Deep Learning | Nov 14, 2022 | AttributeAuthorship Attribution | CodeCode Available | 1 |
| Robust Deep Learning for Autonomous Driving | Nov 14, 2022 | Autonomous DrivingDeep Learning | CodeCode Available | 1 |
| Profiling and Improving the PyTorch Dataloader for high-latency Storage: A Technical Report | Nov 9, 2022 | Deep LearningGPU | CodeCode Available | 1 |
| Deep Learning for Time Series Anomaly Detection: A Survey | Nov 9, 2022 | Anomaly DetectionDeep Learning | CodeCode Available | 1 |
| Automatic Change-Point Detection in Time Series via Deep Learning | Nov 7, 2022 | Change Point DetectionDeep Learning | CodeCode Available | 1 |
| MAgNET: A Graph U-Net Architecture for Mesh-Based Simulations | Nov 1, 2022 | DecoderDeep Learning | CodeCode Available | 1 |
| A robust estimator of mutual information for deep learning interpretability | Oct 31, 2022 | Deep LearningDisentanglement | CodeCode Available | 1 |
| Tree Detection and Diameter Estimation Based on Deep Learning | Oct 31, 2022 | Anomaly DetectionDeep Learning | CodeCode Available | 1 |
