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| Online Learning for Orchestration of Inference in Multi-User End-Edge-Cloud Networks | Feb 21, 2022 | Cloud ComputingDecision Making | —Unverified | 0 |
| Hybrid Learning for Orchestrating Deep Learning Inference in Multi-user Edge-cloud Networks | Feb 21, 2022 | Cloud ComputingDeep Learning | —Unverified | 0 |
| CROMOSim: A Deep Learning-based Cross-modality Inertial Measurement Simulator | Feb 21, 2022 | Activity RecognitionData Augmentation | —Unverified | 0 |
| A Novel Framework for Brain Tumor Detection Based on Convolutional Variational Generative Models | Feb 20, 2022 | Deep Learning | —Unverified | 0 |
| SODA: Site Object Detection dAtaset for Deep Learning in Construction | Feb 19, 2022 | Deep LearningObject | —Unverified | 0 |
| Quantum Distributed Deep Learning Architectures: Models, Discussions, and Applications | Feb 19, 2022 | Deep Learning | —Unverified | 0 |
| FinNet: Solving Time-Independent Differential Equations with Finite Difference Neural Network | Feb 18, 2022 | Computational EfficiencyDeep Learning | CodeCode Available | 0 |
| Microplankton life histories revealed by holographic microscopy and deep learning | Feb 18, 2022 | Deep Learning | CodeCode Available | 0 |
| Rethinking Pareto Frontier for Performance Evaluation of Deep Neural Networks | Feb 18, 2022 | BenchmarkingDeep Learning | —Unverified | 0 |
| R2-D2: Repetitive Reprediction Deep Decipher for Semi-Supervised Deep Learning | Feb 18, 2022 | Deep Learning | —Unverified | 0 |
| Deep-Learning Architectures for Multi-Pitch Estimation: Towards Reliable Evaluation | Feb 18, 2022 | Deep LearningMusic Transcription | —Unverified | 0 |
| Predictive Coding: Towards a Future of Deep Learning beyond Backpropagation? | Feb 18, 2022 | Deep Learning | —Unverified | 0 |
| A Review on Methods and Applications in Multimodal Deep Learning | Feb 18, 2022 | Deep LearningMultimodal Deep Learning | —Unverified | 0 |
| Limitations of Neural Collapse for Understanding Generalization in Deep Learning | Feb 17, 2022 | Deep LearningRepresentation Learning | —Unverified | 0 |
| PENCIL: Deep Learning with Noisy Labels | Feb 17, 2022 | Deep LearningLearning with noisy labels | —Unverified | 0 |
| An overview of deep learning in medical imaging | Feb 17, 2022 | Deep LearningDiagnostic | —Unverified | 0 |
| Effective Training Strategies for Deep-learning-based Precipitation Nowcasting and Estimation | Feb 17, 2022 | Deep Learning | —Unverified | 0 |
| DeepTx: Deep Learning Beamforming with Channel Prediction | Feb 16, 2022 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Anomalib: A Deep Learning Library for Anomaly Detection | Feb 16, 2022 | Anomaly DetectionDeep Learning | —Unverified | 0 |
| Low Latency Real-Time Seizure Detection Using Transfer Deep Learning | Feb 16, 2022 | CPUDeep Learning | —Unverified | 0 |
| Singularity: Planet-Scale, Preemptive and Elastic Scheduling of AI Workloads | Feb 16, 2022 | Deep LearningScheduling | —Unverified | 0 |
| Aryl: An Elastic Cluster Scheduler for Deep Learning | Feb 16, 2022 | Deep LearningGPU | —Unverified | 0 |
| The Quarks of Attention | Feb 15, 2022 | Deep Learning | —Unverified | 0 |
| 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 |
| A Survey on Machine Learning Approaches for Modelling Intuitive Physics | Feb 14, 2022 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Low-latency Monaural Speech Enhancement with Deep Filter-bank Equalizer | Feb 14, 2022 | Deep LearningSpeech Enhancement | —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 |
| Low-light Image Enhancement by Retinex Based Algorithm Unrolling and Adjustment | Feb 12, 2022 | Deep LearningImage Enhancement | —Unverified | 0 |
| Proximal PanNet: A Model-Based Deep Network for Pansharpening | Feb 12, 2022 | Deep LearningPansharpening | —Unverified | 0 |
| A Review of Deep Learning-based Approaches for Deepfake Content Detection | Feb 12, 2022 | DeepFake DetectionDeep Learning | —Unverified | 0 |
| ChemicalX: A Deep Learning Library for Drug Pair Scoring | Feb 10, 2022 | BIG-bench Machine LearningDeep Learning | —Unverified | 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 |
| Measuring disentangled generative spatio-temporal representation | Feb 10, 2022 | Deep LearningDimensionality Reduction | CodeCode Available | 0 |
| Deep learning for drug repurposing: methods, databases, and applications | Feb 8, 2022 | Deep Learning | —Unverified | 0 |
| Trained Model in Supervised Deep Learning is a Conditional Risk Minimizer | Feb 8, 2022 | Deep LearningImage Super-Resolution | CodeCode Available | 0 |
| Combining Deep Learning and Reasoning for Address Detection in Unstructured Text Documents | Feb 7, 2022 | Deep Learning | —Unverified | 0 |
| Locally Differentially Private Distributed Deep Learning via Knowledge Distillation | Feb 7, 2022 | Deep LearningKnowledge Distillation | CodeCode Available | 0 |
| Portrait Segmentation Using Deep Learning | Feb 6, 2022 | Deep LearningPortrait Segmentation | CodeCode Available | 0 |
| Deep Learning-Aided Spatial Multiplexing with Index Modulation | Feb 6, 2022 | Deep Learning | —Unverified | 0 |
| A simple language-agnostic yet very strong baseline system for hate speech and offensive content identification | Feb 5, 2022 | Deep Learning | —Unverified | 0 |
| Polyphonic pitch detection with convolutional recurrent neural networks | Feb 4, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Towards Training Reproducible Deep Learning Models | Feb 4, 2022 | Deep LearningGPU | CodeCode Available | 0 |
| Deep Learning-based Assessment of Hepatic Steatosis on chest CT | Feb 4, 2022 | Computed Tomography (CT)Deep Learning | —Unverified | 0 |
| Non-parametric Uncertainty Assessment in Deep-Learning Based Affine Image Registration | Feb 4, 2022 | Affine Image RegistrationDeep Learning | —Unverified | 0 |
| Using Deep Learning to Bootstrap Abstractions for Hierarchical Robot Planning | Feb 2, 2022 | Deep Learning | —Unverified | 0 |
| Deep Learning for Epidemiologists: An Introduction to Neural Networks | Feb 2, 2022 | Deep Learning | —Unverified | 0 |