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Papers

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TitleStatusHype
Protecting Intellectual Property of Generative Adversarial Networks From Ambiguity Attacks0
Is It Time to Redefine the Classification Task for Deep Learning Systems?0
Robust Recovery of Adversarial Examples0
The Principles of Deep Learning Theory0
Deep Learning for Multi-View Stereo via Plane Sweep: A Survey0
Multi-stage malaria parasite recognition by deep learningCode0
Privacy-Preserving Eye-tracking Using Deep Learning0
Controllable Confidence-Based Image Denoising0
Towards Explainable Student Group Collaboration Assessment Models Using Temporal Representations of Individual Student Roles0
Deep Learning Through the Lens of Example DifficultyCode0
Insights into Data through Model Behaviour: An Explainability-driven Strategy for Data Auditing for Responsible Computer Vision Applications0
Removal of speckle noises from ultrasound images using five different deep learning networksCode0
Listen to Your Favorite Melodies with img2Mxml, Producing MusicXML from Sheet Music Image by Measure-based Multimodal Deep Learning-driven Assembly0
Circa: Stochastic ReLUs for Private Deep Learning0
Adversarial Attacks on Deep Models for Financial Transaction RecordsCode0
A Spacecraft Dataset for Detection, Segmentation and Parts RecognitionCode0
Semantic Representation and Inference for NLP0
Model Explainability in Deep Learning Based Natural Language Processing0
Extracting Global Dynamics of Loss Landscape in Deep Learning ModelsCode0
Deterministic Guided LiDAR Depth Map Completion0
MIA-COV19D: COVID-19 Detection through 3-D Chest CT Image Analysis0
Deep Learning for Predictive Analytics in Reversible Steganography0
Towards a Privacy-preserving Deep Learning-based Network Intrusion Detection in Data Distribution Services0
A deep learning approach to clustering visual arts0
Monotonic Neural Network: combining Deep Learning with Domain Knowledge for Chiller Plants Energy Optimization0
Evaluating Deep Neural Networks for Image Document Enhancement0
Neural Optimization Kernel: Towards Robust Deep Learning0
Fast Computational Ghost Imaging using Unpaired Deep Learning and a Constrained Generative Adversarial Network0
Ghosts in Neural Networks: Existence, Structure and Role of Infinite-Dimensional Null Space0
Phase Retrieval using Single-Instance Deep Generative Prior0
5G MIMO Data for Machine Learning: Application to Beam-Selection using Deep Learning0
Deep learning based low-dose synchrotron radiation CT reconstruction0
Towards Deep Industrial Transfer Learning for Anomaly Detection on Time Series Data0
Theoretically Motivated Data Augmentation and Regularization for Portfolio ConstructionCode0
Interpreting Deep Learning based Cerebral Palsy Prediction with Channel Attention0
Muddling Label Regularization: Deep Learning for Tabular DatasetsCode0
Detecting chaos in lineage-trees: A deep learning approach0
On the Evolution of Neuron Communities in a Deep Learning Architecture0
Learning Full Configuration Interaction Electron Correlations with Deep LearningCode0
Uncertainty Baselines: Benchmarks for Uncertainty & Robustness in Deep LearningCode0
Subject Independent Emotion Recognition using EEG Signals Employing Attention Driven Neural Networks0
Tabular Data: Deep Learning is Not All You NeedCode0
Deep Learning-based Type Identification of Volumetric MRI SequencesCode0
ModelCI-e: Enabling Continual Learning in Deep Learning Serving Systems0
Tensor Normal Training for Deep Learning ModelsCode0
k-Mixup Regularization for Deep Learning via Optimal TransportCode0
A Robust and Accurate Deep Learning based Pattern Recognition Framework for Upper Limb Prosthesis using sEMG0
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 Performer0
Accurate computational evolution of proteins and its dependence on deep learning0
Defending Democracy: Using Deep Learning to Identify and Prevent Misinformation0
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