| SITReg: Multi-resolution architecture for symmetric, inverse consistent, and topology preserving image registration | Mar 17, 2023 | Deep LearningDeformable Medical Image Registration | CodeCode Available | 1 |
| Explainable GeoAI: Can saliency maps help interpret artificial intelligence's learning process? An empirical study on natural feature detection | Mar 16, 2023 | Deep LearningObject Recognition | CodeCode Available | 1 |
| TSMixer: An All-MLP Architecture for Time Series Forecasting | Mar 10, 2023 | AllDeep Learning | CodeCode Available | 1 |
| RAF: Holistic Compilation for Deep Learning Model Training | Mar 8, 2023 | Deep LearningGraph Generation | CodeCode Available | 1 |
| Uncertainty Estimation by Fisher Information-based Evidential Deep Learning | Mar 3, 2023 | Deep LearningInformativeness | CodeCode Available | 1 |
| Variational Linearized Laplace Approximation for Bayesian Deep Learning | Feb 24, 2023 | Deep LearningStochastic Optimization | CodeCode Available | 1 |
| Forecasting with Deep Learning | Feb 17, 2023 | Deep LearningTime Series | CodeCode Available | 1 |
| 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 |
| Lightsolver challenges a leading deep learning solver for Max-2-SAT problems | Feb 14, 2023 | Deep Learning | CodeCode Available | 1 |
| Is Distance Matrix Enough for Geometric Deep Learning? | Feb 11, 2023 | 3D geometryDeep Learning | CodeCode Available | 1 |
| DOMINO: Domain-aware Loss for Deep Learning Calibration | Feb 10, 2023 | Deep Learning | CodeCode Available | 1 |
| A Benchmark on Uncertainty Quantification for Deep Learning Prognostics | Feb 9, 2023 | Active LearningDecision Making | CodeCode Available | 1 |
| 3D Human Pose and Shape Estimation via HybrIK-Transformer | Feb 9, 2023 | 3D human pose and shape estimation3D Human Pose Estimation | CodeCode Available | 1 |
| Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey | Feb 6, 2023 | Activity RecognitionClassification | CodeCode Available | 1 |
| SurgT challenge: Benchmark of Soft-Tissue Trackers for Robotic Surgery | Feb 6, 2023 | BenchmarkingCamera Calibration | CodeCode Available | 1 |
| A deep-learning search for technosignatures of 820 nearby stars | Jan 30, 2023 | AstronomyDeep Learning | CodeCode Available | 1 |
| RMSim: Controlled Respiratory Motion Simulation on Static Patient Scans | Jan 26, 2023 | Deep LearningImage Registration | CodeCode Available | 1 |
| A Comprehensive Survey on Heart Sound Analysis in the Deep Learning Era | Jan 23, 2023 | Deep Learning | CodeCode Available | 1 |
| BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense | Jan 16, 2023 | Backdoor AttackDeep Learning | CodeCode Available | 1 |
| Multimodal Deep Learning | Jan 12, 2023 | Deep LearningMultimodal Deep Learning | CodeCode Available | 1 |
| Deep Learning Technique for Human Parsing: A Survey and Outlook | Jan 1, 2023 | Deep LearningHuman Parsing | CodeCode Available | 1 |
| Self-Supervised Blind Motion Deblurring With Deep Expectation Maximization | Jan 1, 2023 | DeblurringDeep Learning | CodeCode Available | 1 |
| Stroke-based Rendering: From Heuristics to Deep Learning | Dec 30, 2022 | Deep LearningNeural Rendering | CodeCode Available | 1 |
| Medical Diagnosis with Large Scale Multimodal Transformers: Leveraging Diverse Data for More Accurate Diagnosis | Dec 18, 2022 | Deep LearningMedical Diagnosis | CodeCode Available | 1 |
| Adaptive deep learning framework for robust unsupervised underwater image enhancement | Dec 18, 2022 | Deep LearningImage Enhancement | CodeCode Available | 1 |
| 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 |
