| A Law of Data Separation in Deep Learning | Oct 31, 2022 | Deep Learning | CodeCode Available | 1 |
| Interpretable Geometric Deep Learning via Learnable Randomness Injection | Oct 30, 2022 | Deep Learning | CodeCode Available | 1 |
| One-Class Risk Estimation for One-Class Hyperspectral Image Classification | Oct 27, 2022 | ClassificationDeep Learning | CodeCode Available | 1 |
| Accelerated Linearized Laplace Approximation for Bayesian Deep Learning | Oct 23, 2022 | Deep Learning | CodeCode Available | 1 |
| ResAttUNet: Detecting Marine Debris using an Attention activated Residual UNet | Oct 16, 2022 | DecoderDeep Learning | CodeCode Available | 1 |
| Self-explaining deep models with logic rule reasoning | Oct 13, 2022 | Deep Learning | CodeCode Available | 1 |
| AMGNET: multi-scale graph neural networks for flow field prediction | Oct 13, 2022 | DecoderDeep Learning | CodeCode Available | 1 |
| Efficient Bayesian Updates for Deep Learning via Laplace Approximations | Oct 12, 2022 | Active LearningDeep Learning | CodeCode Available | 1 |
| Training Deep Learning Algorithms on Synthetic Forest Images for Tree Detection | Oct 8, 2022 | Deep LearningDiversity | CodeCode Available | 1 |
| Solving Coupled Differential Equation Groups Using PINO-CDE | Oct 1, 2022 | Deep Learning | CodeCode Available | 1 |
| Cloud Classification with Unsupervised Deep Learning | Sep 30, 2022 | ClassificationDeep Learning | CodeCode Available | 1 |
| YATO: Yet Another deep learning based Text analysis Open toolkit | Sep 28, 2022 | Deep Learning | CodeCode Available | 1 |
| Deep learning-based rapid generation of broadly reactive antibodies against SARS-CoV-2 and its Omicron variant | Sep 27, 2022 | Antibody-antigen binding predictionDeep Learning | CodeCode Available | 1 |
| A Deep Learning Approach to Analyzing Continuous-Time Systems | Sep 25, 2022 | Deep LearningTime Series | CodeCode Available | 1 |
| Hebbian Deep Learning Without Feedback | Sep 23, 2022 | Deep Learning | CodeCode Available | 1 |
| SiDi KWS: A Large-Scale Multilingual Dataset for Keyword Spotting | Sep 22, 2022 | Deep LearningKeyword Extraction | CodeCode Available | 1 |
| DeepVARwT: Deep Learning for a VAR Model with Trend | Sep 21, 2022 | Deep LearningTime Series | CodeCode Available | 1 |
| BOME! Bilevel Optimization Made Easy: A Simple First-Order Approach | Sep 19, 2022 | Bilevel OptimizationContinual Learning | CodeCode Available | 1 |
| A Comprehensive Benchmark for COVID-19 Predictive Modeling Using Electronic Health Records in Intensive Care | Sep 16, 2022 | BenchmarkingDeep Learning | CodeCode Available | 1 |
| 4DenoiseNet: Adverse Weather Denoising from Adjacent Point Clouds | Sep 15, 2022 | Autonomous DrivingDeep Learning | CodeCode Available | 1 |
| Risk of Bias in Chest Radiography Deep Learning Foundation Models | Sep 7, 2022 | Decision MakingDeep Learning | CodeCode Available | 1 |
| VulCurator: A Vulnerability-Fixing Commit Detector | Sep 7, 2022 | Deep LearningManagement | CodeCode Available | 1 |
| Multi-Scale Attention-based Multiple Instance Learning for Classification of Multi-Gigapixel Histology Images | Sep 7, 2022 | Deep LearningMultiple Instance Learning | CodeCode Available | 1 |
| Explainability of Deep Learning models for Urban Space perception | Aug 29, 2022 | Decision MakingDeep Learning | CodeCode Available | 1 |
| JAXFit: Trust Region Method for Nonlinear Least-Squares Curve Fitting on the GPU | Aug 25, 2022 | CPUDeep Learning | CodeCode Available | 1 |
