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| Singularity: Planet-Scale, Preemptive and Elastic Scheduling of AI Workloads | Feb 16, 2022 | Deep LearningScheduling | —Unverified | 0 |
| The Quarks of Attention | Feb 15, 2022 | Deep Learning | —Unverified | 0 |
| Multi-task UNet: Jointly Boosting Saliency Prediction and Disease Classification on Chest X-ray Images | Feb 15, 2022 | Deep Learningimage-classification | CodeCode Available | 1 |
| Holistic Adversarial Robustness of Deep Learning Models | Feb 15, 2022 | Adversarial RobustnessDeep Learning | —Unverified | 0 |
| A Survey of Neural Trojan Attacks and Defenses in Deep Learning | Feb 15, 2022 | Deep Learning | —Unverified | 0 |
| Low-latency Monaural Speech Enhancement with Deep Filter-bank Equalizer | Feb 14, 2022 | Deep LearningSpeech Enhancement | —Unverified | 0 |
| A Survey on Machine Learning Approaches for Modelling Intuitive Physics | Feb 14, 2022 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| AI can evolve without labels: self-evolving vision transformer for chest X-ray diagnosis through knowledge distillation | Feb 13, 2022 | Deep LearningDiagnostic | —Unverified | 0 |
| Proximal PanNet: A Model-Based Deep Network for Pansharpening | Feb 12, 2022 | Deep LearningPansharpening | —Unverified | 0 |
| Low-light Image Enhancement by Retinex Based Algorithm Unrolling and Adjustment | Feb 12, 2022 | Deep LearningImage Enhancement | —Unverified | 0 |
| A Review of Deep Learning-based Approaches for Deepfake Content Detection | Feb 12, 2022 | DeepFake DetectionDeep Learning | —Unverified | 0 |
| Compute Trends Across Three Eras of Machine Learning | Feb 11, 2022 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| A Plug-and-Play Approach to Multiparametric Quantitative MRI: Image Reconstruction using Pre-Trained Deep Denoisers | Feb 10, 2022 | De-aliasingDeep Learning | CodeCode Available | 1 |
| Measuring disentangled generative spatio-temporal representation | Feb 10, 2022 | Deep LearningDimensionality Reduction | CodeCode Available | 0 |
| Backpropagation Clipping for Deep Learning with Differential Privacy | Feb 10, 2022 | Deep LearningPrivacy Preserving | CodeCode Available | 0 |
| Deep Learning for Computational Cytology: A Survey | Feb 10, 2022 | Deep LearningMedical Image Analysis | —Unverified | 0 |
| Face Beneath the Ink: Synthetic Data and Tattoo Removal with Application to Face Recognition | Feb 10, 2022 | Deep LearningFace Recognition | —Unverified | 0 |
| ChemicalX: A Deep Learning Library for Drug Pair Scoring | Feb 10, 2022 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Log-based Anomaly Detection with Deep Learning: How Far Are We? | Feb 9, 2022 | Anomaly DetectionDeep Learning | CodeCode Available | 2 |
| Deep learning for drug repurposing: methods, databases, and applications | Feb 8, 2022 | Deep Learning | —Unverified | 0 |
| DeepCENT: Prediction of Censored Event Time via Deep Learning | Feb 8, 2022 | Deep LearningPrediction | CodeCode Available | 1 |
| Penalizing Gradient Norm for Efficiently Improving Generalization in Deep Learning | Feb 8, 2022 | Deep Learning | CodeCode Available | 1 |
| Trained Model in Supervised Deep Learning is a Conditional Risk Minimizer | Feb 8, 2022 | Deep LearningImage Super-Resolution | CodeCode Available | 0 |
| EquiBind: Geometric Deep Learning for Drug Binding Structure Prediction | Feb 7, 2022 | Blind DockingDeep Learning | CodeCode Available | 2 |