| 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 |
