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| Activation Functions in Artificial Neural Networks: A Systematic Overview | Jan 25, 2021 | Deep Learning | —Unverified | 0 |
| Temporal Latent Auto-Encoder: A Method for Probabilistic Multivariate Time Series Forecasting | Jan 25, 2021 | DecoderDeep Learning | —Unverified | 0 |
| Applications of Deep Learning in Fundus Images: A Review | Jan 25, 2021 | Deep LearningImage Generation | CodeCode Available | 1 |
| A Survey on Active Deep Learning: From Model-driven to Data-driven | Jan 25, 2021 | Deep LearningSurvey | —Unverified | 0 |
| A Review of Speaker Diarization: Recent Advances with Deep Learning | Jan 24, 2021 | Deep LearningRetrieval | —Unverified | 0 |
| Classic versus deep learning approaches to address computer vision challenges | Jan 24, 2021 | Deep LearningEdge Detection | —Unverified | 0 |
| OpenGF: An Ultra-Large-Scale Ground Filtering Dataset Built Upon Open ALS Point Clouds Around the World | Jan 24, 2021 | 3D Semantic SegmentationDeep Learning | CodeCode Available | 1 |
| AQuA: Analytical Quality Assessment for Optimizing Video Analytics Systems | Jan 24, 2021 | Deep Learning | —Unverified | 0 |
| Deep Learning for General Game Playing with Ludii and Polygames | Jan 23, 2021 | Board GamesDeep Learning | CodeCode Available | 1 |
| A Pressure Ulcer Care System For Remote Medical Assistance: Residual U-Net with an Attention Model Based for Wound Area Segmentation | Jan 23, 2021 | Data AugmentationDeep Learning | —Unverified | 0 |
| Prediction of 3D Cardiovascular hemodynamics before and after coronary artery bypass surgery via deep learning | Jan 22, 2021 | Computational EfficiencyDeep Learning | —Unverified | 0 |
| Gravity Optimizer: a Kinematic Approach on Optimization in Deep Learning | Jan 22, 2021 | Deep Learning | CodeCode Available | 1 |
| A Review on Deep Learning in UAV Remote Sensing | Jan 22, 2021 | Deep LearningTime Series Analysis | —Unverified | 0 |
| SGD-Net: Efficient Model-Based Deep Learning with Theoretical Guarantees | Jan 22, 2021 | Deep Learning | —Unverified | 0 |
| Vessel-CAPTCHA: an efficient learning framework for vessel annotation and segmentation | Jan 22, 2021 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| Automatic Cerebral Vessel Extraction in TOF-MRA Using Deep Learning | Jan 22, 2021 | Data AugmentationDeep Learning | —Unverified | 0 |
| A Universal Deep Learning Framework for Real-Time Denoising of Ultrasound Images | Jan 22, 2021 | Deep LearningDenoising | —Unverified | 0 |
| Generative Autoencoder Kernels on Deep Learning for Brain Activity Analysis | Jan 21, 2021 | Deep LearningEEG | —Unverified | 0 |
| A Survey on Ensemble Learning under the Era of Deep Learning | Jan 21, 2021 | Deep LearningEnsemble Learning | —Unverified | 0 |
| Ensemble learning and iterative training (ELIT) machine learning: applications towards uncertainty quantification and automated experiment in atom-resolved microscopy | Jan 21, 2021 | Deep LearningEnsemble Learning | —Unverified | 0 |
| MoDL-QSM: Model-based Deep Learning for Quantitative Susceptibility Mapping | Jan 21, 2021 | Deep LearningSSIM | CodeCode Available | 1 |
| A Note on Connectivity of Sublevel Sets in Deep Learning | Jan 21, 2021 | Deep Learning | —Unverified | 0 |
| SparseDNN: Fast Sparse Deep Learning Inference on CPUs | Jan 20, 2021 | Deep LearningQuantization | CodeCode Available | 1 |
| Can Taxonomy Help? Improving Semantic Question Matching using Question Taxonomy | Jan 20, 2021 | Deep Learning | —Unverified | 0 |
| Extensive Studies of the Neutron Star Equation of State from the Deep Learning Inference with the Observational Data Augmentation | Jan 20, 2021 | Data AugmentationDeep Learning | —Unverified | 0 |
| Comparative Evaluation of 3D and 2D Deep Learning Techniques for Semantic Segmentation in CT Scans | Jan 19, 2021 | Computed Tomography (CT)Deep Learning | —Unverified | 0 |
| Unsupervised Deep Learning for Handwritten Page Segmentation | Jan 19, 2021 | Deep LearningSegmentation | —Unverified | 0 |
| Accelerating Deep Learning Inference via Learned Caches | Jan 18, 2021 | Deep Learning | —Unverified | 0 |
| Deep-Learning Driven Noise Reduction for Reduced Flux Computed Tomography | Jan 18, 2021 | Computed Tomography (CT)Deep Learning | —Unverified | 0 |
| DeepPayload: Black-box Backdoor Attack on Deep Learning Models through Neural Payload Injection | Jan 18, 2021 | Backdoor AttackDeep Learning | —Unverified | 0 |
| Neural Abstractive Text Summarizer for Telugu Language | Jan 18, 2021 | Abstractive Text SummarizationDecoder | —Unverified | 0 |
| Physics-Informed Deep Learning for Traffic State Estimation | Jan 17, 2021 | Deep LearningState Estimation | —Unverified | 0 |
| Deep-Mobility: A Deep Learning Approach for an Efficient and Reliable 5G Handover | Jan 17, 2021 | Deep Learning | —Unverified | 0 |
| An Empirical Comparison of Deep Learning Models for Knowledge Tracing on Large-Scale Dataset | Jan 16, 2021 | Deep LearningKnowledge Tracing | —Unverified | 0 |
| Bladder segmentation based on deep learning approaches: current limitations and lessons | Jan 16, 2021 | Bladder SegmentationDeep Learning | —Unverified | 0 |
| Video Summarization Using Deep Neural Networks: A Survey | Jan 15, 2021 | Deep LearningSurvey | —Unverified | 0 |
| DeepWaste: Applying Deep Learning to Waste Classification for a Sustainable Planet | Jan 15, 2021 | Deep LearningGeneral Classification | —Unverified | 0 |
| A Pipeline for Vision-Based On-Orbit Proximity Operations Using Deep Learning and Synthetic Imagery | Jan 14, 2021 | Deep LearningImage Generation | —Unverified | 0 |
| TypeNet: Deep Learning Keystroke Biometrics | Jan 14, 2021 | Deep LearningTriplet | CodeCode Available | 0 |
| Topological Deep Learning | Jan 14, 2021 | Deep Learning | —Unverified | 0 |
| Untargeted, Targeted and Universal Adversarial Attacks and Defenses on Time Series | Jan 13, 2021 | Adversarial AttackAdversarial Defense | —Unverified | 0 |
| Universal Approximation Theorems for Differentiable Geometric Deep Learning | Jan 13, 2021 | Deep Learning | —Unverified | 0 |
| FBGEMM: Enabling High-Performance Low-Precision Deep Learning Inference | Jan 13, 2021 | Code GenerationDeep Learning | CodeCode Available | 2 |
| Digital Elevation Model enhancement using Deep Learning | Jan 13, 2021 | Deep Learningmodel | —Unverified | 0 |
| MRI Images, Brain Lesions and Deep Learning | Jan 13, 2021 | ArticlesDeep Learning | —Unverified | 0 |
| Experimental Evaluation of Deep Learning models for Marathi Text Classification | Jan 13, 2021 | ClassificationDeep Learning | —Unverified | 0 |
| Random Fourier Feature Based Deep Learning for Wireless Communications | Jan 13, 2021 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Unlearnable Examples: Making Personal Data Unexploitable | Jan 13, 2021 | Deep LearningFace Recognition | CodeCode Available | 1 |
| Reproducing Activation Function for Deep Learning | Jan 13, 2021 | Deep LearningImage Reconstruction | —Unverified | 0 |