| 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 |
| AMGNET: multi-scale graph neural networks for flow field prediction | Oct 13, 2022 | DecoderDeep Learning | CodeCode Available | 1 |
| Self-explaining deep models with logic rule reasoning | Oct 13, 2022 | Deep 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 |
| Multi-Scale Attention-based Multiple Instance Learning for Classification of Multi-Gigapixel Histology Images | Sep 7, 2022 | Deep LearningMultiple Instance Learning | CodeCode Available | 1 |
| VulCurator: A Vulnerability-Fixing Commit Detector | Sep 7, 2022 | Deep LearningManagement | CodeCode Available | 1 |
| Risk of Bias in Chest Radiography Deep Learning Foundation Models | Sep 7, 2022 | Decision MakingDeep Learning | CodeCode Available | 1 |
| Explainability of Deep Learning models for Urban Space perception | Aug 29, 2022 | Decision MakingDeep Learning | CodeCode Available | 1 |
| Supervised Dimensionality Reduction and Image Classification Utilizing Convolutional Autoencoders | Aug 25, 2022 | Deep LearningDimensionality Reduction | CodeCode Available | 1 |
| JAXFit: Trust Region Method for Nonlinear Least-Squares Curve Fitting on the GPU | Aug 25, 2022 | CPUDeep Learning | CodeCode Available | 1 |
| Enhancing Deep Learning Performance of Massive MIMO CSI Feedback | Aug 24, 2022 | Deep Learning | CodeCode Available | 1 |
| Deep model with built-in cross-attention alignment for acoustic echo cancellation | Aug 24, 2022 | Acoustic echo cancellationDeep Learning | CodeCode Available | 1 |
| Self-Supervised Endoscopic Image Key-Points Matching | Aug 24, 2022 | Deep LearningSelf-Supervised Learning | CodeCode Available | 1 |
| FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning | Aug 22, 2022 | AttributeContrastive Learning | CodeCode Available | 1 |
| Deep learning for satellite image forecasting of vegetation greenness | Aug 17, 2022 | Deep LearningEarth Observation | CodeCode Available | 1 |
| Toward Interpretable Sleep Stage Classification Using Cross-Modal Transformers | Aug 15, 2022 | Automatic Sleep Stage ClassificationDeep Learning | CodeCode Available | 1 |
| A Human-in-the-Middle Attack against Object Detection Systems | Aug 15, 2022 | Autonomous DrivingDeep Learning | CodeCode Available | 1 |
| Real-Time Accident Detection in Traffic Surveillance Using Deep Learning | Aug 12, 2022 | Deep LearningManagement | CodeCode Available | 1 |
| Hard-Constrained Deep Learning for Climate Downscaling | Aug 8, 2022 | Deep LearningSuper-Resolution | CodeCode Available | 1 |
| Deep Learning-enabled Spatial Phase Unwrapping for 3D Measurement | Aug 6, 2022 | Deep Learning | CodeCode Available | 1 |
| Towards Robust Deep Learning using Entropic Losses | Aug 6, 2022 | Deep LearningOut-of-Distribution Detection | CodeCode Available | 1 |
| Towards Understanding Mixture of Experts in Deep Learning | Aug 4, 2022 | Deep LearningMixture-of-Experts | CodeCode Available | 1 |
| TINYCD: A (Not So) Deep Learning Model For Change Detection | Jul 26, 2022 | Building change detection for remote sensing imagesChange Detection | CodeCode Available | 1 |
| SPAIC: A Spike-based Artificial Intelligence Computing Framework | Jul 26, 2022 | Deep Learning | CodeCode Available | 1 |
| Pavementscapes: a large-scale hierarchical image dataset for asphalt pavement damage segmentation | Jul 24, 2022 | Deep LearningPlaying the Game of 2048 | CodeCode Available | 1 |
| PirouNet: Creating Dance through Artist-Centric Deep Learning | Jul 21, 2022 | Deep Learning | CodeCode Available | 1 |
| Human Trajectory Prediction via Neural Social Physics | Jul 21, 2022 | Deep LearningInductive Bias | CodeCode Available | 1 |
| Image Super-Resolution with Deep Dictionary | Jul 19, 2022 | Deep LearningImage Super-Resolution | CodeCode Available | 1 |
| Do Not Sleep on Traditional Machine Learning: Simple and Interpretable Techniques Are Competitive to Deep Learning for Sleep Scoring | Jul 15, 2022 | Automatic Sleep Stage ClassificationBIG-bench Machine Learning | CodeCode Available | 1 |
| BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks | Jul 14, 2022 | Autonomous DrivingDeblurring | CodeCode Available | 1 |
| SparseTIR: Composable Abstractions for Sparse Compilation in Deep Learning | Jul 11, 2022 | Deep Learning | CodeCode Available | 1 |
| 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 |
| Improving Speech Enhancement through Fine-Grained Speech Characteristics | Jul 1, 2022 | Deep LearningSpeech Enhancement | CodeCode Available | 1 |
