| Uncertainty Quantification for Forward and Inverse Problems of PDEs via Latent Global Evolution | Feb 13, 2024 | Decision MakingDeep Learning | CodeCode Available | 1 |
| Globally Scalable Glacier Mapping by Deep Learning Matches Expert Delineation Accuracy | Jan 25, 2024 | Deep LearningEarth Observation | CodeCode Available | 1 |
| DoorINet: Door Heading Prediction through Inertial Deep Learning | Jan 24, 2024 | Deep LearningPrediction | CodeCode Available | 1 |
| A Review of Deep Learning Methods for Photoplethysmography Data | Jan 23, 2024 | Activity RecognitionDeep Learning | CodeCode Available | 1 |
| A Fair Evaluation of Various Deep Learning-Based Document Image Binarization Approaches | Jan 22, 2024 | BinarizationDeep Learning | CodeCode Available | 1 |
| Can Synthetic Data Boost the Training of Deep Acoustic Vehicle Counting Networks? | Jan 17, 2024 | Deep Learning | CodeCode Available | 1 |
| Generic Knowledge Boosted Pre-training For Remote Sensing Images | Jan 9, 2024 | Change DetectionDeep Learning | CodeCode Available | 1 |
| Simplicial Representation Learning with Neural k-Forms | Dec 13, 2023 | Deep LearningRepresentation Learning | CodeCode Available | 1 |
| 3DReact: Geometric deep learning for chemical reactions | Dec 13, 2023 | Deep LearningProperty Prediction | CodeCode Available | 1 |
| Tenplex: Dynamic Parallelism for Deep Learning using Parallelizable Tensor Collections | Dec 8, 2023 | Deep LearningGPU | CodeCode Available | 1 |
| Relational Deep Learning: Graph Representation Learning on Relational Databases | Dec 7, 2023 | Deep LearningFeature Engineering | CodeCode Available | 1 |
| Reconstructing Historical Climate Fields With Deep Learning | Nov 30, 2023 | Deep Learning | CodeCode Available | 1 |
| Towards Real-World Focus Stacking with Deep Learning | Nov 29, 2023 | Deep LearningMulti Focus Image Fusion | CodeCode Available | 1 |
| Event Detection in Time Series: Universal Deep Learning Approach | Nov 27, 2023 | Binary ClassificationDeep Learning | CodeCode Available | 1 |
| Deeplasia: deep learning for bone age assessment validated on skeletal dysplasias | Nov 23, 2023 | Deep Learning | CodeCode Available | 1 |
| Identifying DNA Sequence Motifs Using Deep Learning | Nov 20, 2023 | Deep LearningPrediction | CodeCode Available | 1 |
| Learning to Reconstruct Accelerated MRI Through K-space Cold Diffusion without Noise | Nov 16, 2023 | Deep LearningImage Generation | CodeCode Available | 1 |
| Deep Fast Vision: A Python Library for Accelerated Deep Transfer Learning Vision Prototyping | Nov 10, 2023 | Deep Learningimage-classification | CodeCode Available | 1 |
| NeuroEvoBench: Benchmarking Evolutionary Optimizers for Deep Learning Applications | Nov 4, 2023 | BenchmarkingDeep Learning | CodeCode Available | 1 |
| Electrical Impedance Tomography: A Fair Comparative Study on Deep Learning and Analytic-based Approaches | Oct 28, 2023 | Deep LearningMedical Diagnosis | CodeCode Available | 1 |
| Deep Learning on SAR Imagery: Transfer Learning Versus Randomly Initialized Weights | Oct 26, 2023 | Deep LearningTransfer Learning | CodeCode Available | 1 |
| A Comprehensive Python Library for Deep Learning-Based Event Detection in Multivariate Time Series Data and Information Retrieval in NLP | Oct 25, 2023 | Binary ClassificationDeep Learning | CodeCode Available | 1 |
| Data Optimization in Deep Learning: A Survey | Oct 25, 2023 | Data AugmentationDeep Learning | CodeCode Available | 1 |
| Learning Efficient Surrogate Dynamic Models with Graph Spline Networks | Oct 25, 2023 | Deep Learning | CodeCode Available | 1 |
| SigFormer: Signature Transformers for Deep Hedging | Oct 20, 2023 | Deep Learning | CodeCode Available | 1 |
| Microscaling Data Formats for Deep Learning | Oct 16, 2023 | Deep LearningFriction | CodeCode Available | 1 |
| G10: Enabling An Efficient Unified GPU Memory and Storage Architecture with Smart Tensor Migrations | Oct 13, 2023 | Deep LearningGPU | CodeCode Available | 1 |
| SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation Detection | Oct 13, 2023 | Atrial Fibrillation DetectionDeep Learning | CodeCode Available | 1 |
| Pairwise GUI Dataset Construction Between Android Phones and Tablets | Oct 7, 2023 | Deep Learning | CodeCode Available | 1 |
| Why Do We Need Weight Decay in Modern Deep Learning? | Oct 6, 2023 | Deep Learningimage-classification | CodeCode Available | 1 |
| Deep Learning for Two-Stage Robust Integer Optimization | Oct 6, 2023 | Decision MakingDeep Learning | CodeCode Available | 1 |
| PeaTMOSS: Mining Pre-Trained Models in Open-Source Software | Oct 5, 2023 | Deep Learning | CodeCode Available | 1 |
| A Comparison of Mesh-Free Differentiable Programming and Data-Driven Strategies for Optimal Control under PDE Constraints | Oct 2, 2023 | Deep Learning | CodeCode Available | 1 |
| SeisT: A foundational deep learning model for earthquake monitoring tasks | Oct 2, 2023 | Deep LearningOut-of-Distribution Generalization | CodeCode Available | 1 |
| DeepMesh: Mesh-based Cardiac Motion Tracking using Deep Learning | Sep 25, 2023 | Deep LearningMotion Estimation | CodeCode Available | 1 |
| BayesDLL: Bayesian Deep Learning Library | Sep 22, 2023 | Bayesian InferenceDeep Learning | CodeCode Available | 1 |
| StyloMetrix: An Open-Source Multilingual Tool for Representing Stylometric Vectors | Sep 22, 2023 | Deep Learning | CodeCode Available | 1 |
| Evidential Deep Learning: Enhancing Predictive Uncertainty Estimation for Earth System Science Applications | Sep 22, 2023 | Computational EfficiencyDeep Learning | CodeCode Available | 1 |
| Bayesian sparsification for deep neural networks with Bayesian model reduction | Sep 21, 2023 | Deep LearningVariational Inference | CodeCode Available | 1 |
| EDMP: Ensemble-of-costs-guided Diffusion for Motion Planning | Sep 20, 2023 | Collision AvoidanceDeep Learning | CodeCode Available | 1 |
| PAMS: Platform for Artificial Market Simulations | Sep 19, 2023 | Deep Learning | CodeCode Available | 1 |
| Applying Deep Learning to Calibrate Stochastic Volatility Models | Sep 14, 2023 | Deep Learning | CodeCode Available | 1 |
| Formalizing Multimedia Recommendation through Multimodal Deep Learning | Sep 11, 2023 | BenchmarkingDeep Learning | CodeCode Available | 1 |
| A Strong and Simple Deep Learning Baseline for BCI MI Decoding | Sep 11, 2023 | Deep LearningEEG | CodeCode Available | 1 |
| Learning Continuous Exposure Value Representations for Single-Image HDR Reconstruction | Sep 7, 2023 | Deep LearningHDR Reconstruction | CodeCode Available | 1 |
| Bayesian KalmanNet: Quantifying Uncertainty in Deep Learning Augmented Kalman Filter | Sep 6, 2023 | Deep LearningState Estimation | CodeCode Available | 1 |
| Continual Evidential Deep Learning for Out-of-Distribution Detection | Sep 6, 2023 | Continual LearningDeep Learning | CodeCode Available | 1 |
| A skeletonization algorithm for gradient-based optimization | Sep 5, 2023 | BenchmarkingDeep Learning | CodeCode Available | 1 |
| From SMOTE to Mixup for Deep Imbalanced Classification | Aug 29, 2023 | ClassificationData Augmentation | CodeCode Available | 1 |
| IPA: Inference Pipeline Adaptation to Achieve High Accuracy and Cost-Efficiency | Aug 24, 2023 | Deep Learning | CodeCode Available | 1 |
