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| Is It Time to Redefine the Classification Task for Deep Learning Systems? | Jun 18, 2021 | Adversarial AttackClassification | —Unverified | 0 |
| Robust Recovery of Adversarial Examples | Jun 18, 2021 | Deep LearningImage Reconstruction | —Unverified | 0 |
| The Principles of Deep Learning Theory | Jun 18, 2021 | Deep LearningInductive Bias | —Unverified | 0 |
| Deep Learning for Multi-View Stereo via Plane Sweep: A Survey | Jun 18, 2021 | 3D ReconstructionAutonomous Driving | —Unverified | 0 |
| Multi-stage malaria parasite recognition by deep learning | Jun 17, 2021 | Deep Learning | CodeCode Available | 0 |
| Privacy-Preserving Eye-tracking Using Deep Learning | Jun 17, 2021 | Activity RecognitionDeep Learning | —Unverified | 0 |
| Controllable Confidence-Based Image Denoising | Jun 17, 2021 | Deep LearningDenoising | —Unverified | 0 |
| Towards Explainable Student Group Collaboration Assessment Models Using Temporal Representations of Individual Student Roles | Jun 17, 2021 | Deep Learning | —Unverified | 0 |
| Deep Learning Through the Lens of Example Difficulty | Jun 17, 2021 | Deep LearningPrediction | CodeCode Available | 0 |
| Insights into Data through Model Behaviour: An Explainability-driven Strategy for Data Auditing for Responsible Computer Vision Applications | Jun 16, 2021 | Deep Learning | —Unverified | 0 |
| Removal of speckle noises from ultrasound images using five different deep learning networks | Jun 16, 2021 | Deep LearningDenoising | CodeCode Available | 0 |
| Listen to Your Favorite Melodies with img2Mxml, Producing MusicXML from Sheet Music Image by Measure-based Multimodal Deep Learning-driven Assembly | Jun 16, 2021 | Deep LearningMultimodal Deep Learning | —Unverified | 0 |
| Circa: Stochastic ReLUs for Private Deep Learning | Jun 15, 2021 | Deep Learning | —Unverified | 0 |
| Adversarial Attacks on Deep Models for Financial Transaction Records | Jun 15, 2021 | Deep LearningTime Series Analysis | CodeCode Available | 0 |
| A Spacecraft Dataset for Detection, Segmentation and Parts Recognition | Jun 15, 2021 | Deep LearningInstance Segmentation | CodeCode Available | 0 |
| Semantic Representation and Inference for NLP | Jun 15, 2021 | Claim VerificationDeep Learning | —Unverified | 0 |
| Model Explainability in Deep Learning Based Natural Language Processing | Jun 14, 2021 | Deep Learning | —Unverified | 0 |
| Extracting Global Dynamics of Loss Landscape in Deep Learning Models | Jun 14, 2021 | Deep Learning | CodeCode Available | 0 |
| Deterministic Guided LiDAR Depth Map Completion | Jun 14, 2021 | Autonomous VehiclesDeep Learning | —Unverified | 0 |
| MIA-COV19D: COVID-19 Detection through 3-D Chest CT Image Analysis | Jun 14, 2021 | COVID-19 DiagnosisDeep Learning | —Unverified | 0 |
| Deep Learning for Predictive Analytics in Reversible Steganography | Jun 13, 2021 | Deep Learning | —Unverified | 0 |
| Towards a Privacy-preserving Deep Learning-based Network Intrusion Detection in Data Distribution Services | Jun 12, 2021 | Deep LearningIntrusion Detection | —Unverified | 0 |
| A deep learning approach to clustering visual arts | Jun 11, 2021 | Art AnalysisClustering | —Unverified | 0 |
| Monotonic Neural Network: combining Deep Learning with Domain Knowledge for Chiller Plants Energy Optimization | Jun 11, 2021 | Deep Learningimage-classification | —Unverified | 0 |
| Evaluating Deep Neural Networks for Image Document Enhancement | Jun 11, 2021 | Deep LearningDocument Enhancement | —Unverified | 0 |
| Neural Optimization Kernel: Towards Robust Deep Learning | Jun 11, 2021 | Deep LearningGeneralization Bounds | —Unverified | 0 |
| Fast Computational Ghost Imaging using Unpaired Deep Learning and a Constrained Generative Adversarial Network | Jun 9, 2021 | Deep LearningGenerative Adversarial Network | —Unverified | 0 |
| Ghosts in Neural Networks: Existence, Structure and Role of Infinite-Dimensional Null Space | Jun 9, 2021 | Deep Learning | —Unverified | 0 |
| Phase Retrieval using Single-Instance Deep Generative Prior | Jun 9, 2021 | Deep LearningRetrieval | —Unverified | 0 |
| 5G MIMO Data for Machine Learning: Application to Beam-Selection using Deep Learning | Jun 9, 2021 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Deep learning based low-dose synchrotron radiation CT reconstruction | Jun 9, 2021 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| Towards Deep Industrial Transfer Learning for Anomaly Detection on Time Series Data | Jun 9, 2021 | Anomaly DetectionDeep Learning | —Unverified | 0 |
| Theoretically Motivated Data Augmentation and Regularization for Portfolio Construction | Jun 8, 2021 | Data AugmentationDeep Learning | CodeCode Available | 0 |
| Interpreting Deep Learning based Cerebral Palsy Prediction with Channel Attention | Jun 8, 2021 | Deep LearningDiagnostic | —Unverified | 0 |
| Muddling Label Regularization: Deep Learning for Tabular Datasets | Jun 8, 2021 | Deep LearningMemorization | CodeCode Available | 0 |
| Detecting chaos in lineage-trees: A deep learning approach | Jun 8, 2021 | Deep LearningRhythm | —Unverified | 0 |
| On the Evolution of Neuron Communities in a Deep Learning Architecture | Jun 8, 2021 | Deep Learning | —Unverified | 0 |
| Learning Full Configuration Interaction Electron Correlations with Deep Learning | Jun 8, 2021 | Deep Learning | CodeCode Available | 0 |
| Uncertainty Baselines: Benchmarks for Uncertainty & Robustness in Deep Learning | Jun 7, 2021 | Deep Learning | CodeCode Available | 0 |
| Subject Independent Emotion Recognition using EEG Signals Employing Attention Driven Neural Networks | Jun 7, 2021 | Deep LearningEEG | —Unverified | 0 |
| Tabular Data: Deep Learning is Not All You Need | Jun 6, 2021 | AllAutoML | CodeCode Available | 0 |
| Deep Learning-based Type Identification of Volumetric MRI Sequences | Jun 6, 2021 | Deep LearningVocal Bursts Type Prediction | CodeCode Available | 0 |
| ModelCI-e: Enabling Continual Learning in Deep Learning Serving Systems | Jun 6, 2021 | Continual LearningDeep Learning | —Unverified | 0 |
| Tensor Normal Training for Deep Learning Models | Jun 5, 2021 | Deep LearningSecond-order methods | CodeCode Available | 0 |
| k-Mixup Regularization for Deep Learning via Optimal Transport | Jun 5, 2021 | Adversarial RobustnessDeep Learning | CodeCode Available | 0 |
| A Robust and Accurate Deep Learning based Pattern Recognition Framework for Upper Limb Prosthesis using sEMG | Jun 4, 2021 | CPUDeep Learning | —Unverified | 0 |
| A Comparison for Anti-noise Robustness of Deep Learning Classification Methods on a Tiny Object Image Dataset: from Convolutional Neural Network to Visual Transformer and Performer | Jun 3, 2021 | ClassificationDeep Learning | —Unverified | 0 |
| Accurate computational evolution of proteins and its dependence on deep learning | Jun 3, 2021 | Deep LearningSpecificity | —Unverified | 0 |
| Defending Democracy: Using Deep Learning to Identify and Prevent Misinformation | Jun 3, 2021 | Deep LearningMisinformation | —Unverified | 0 |