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Papers

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TitleStatusHype
Multi-objective point cloud autoencoders for explainable myocardial infarction prediction0
Deep learning for classification of noisy QR codes0
Dense Sample Deep Learning0
Neuron Sensitivity Guided Test Case Selection for Deep Learning Testing0
Anticipating Driving Behavior through Deep Learning-Based Policy Prediction0
Is Grad-CAM Explainable in Medical Images?0
Frequency-aware optical coherence tomography image super-resolution via conditional generative adversarial neural network0
Two Approaches to Supervised Image Segmentation0
DP-TBART: A Transformer-based Autoregressive Model for Differentially Private Tabular Data Generation0
Opportunities and challenges for deep learning in cell dynamics research0
Eye Disease Classification Using Deep Learning Techniques0
Survey on Controlable Image Synthesis with Deep Learning0
Knowledge-infused Deep Learning Enables Interpretable Landslide Forecasting0
Towards Automated Semantic Segmentation in Mammography Images0
Looking deeper into interpretable deep learning in neuroimaging: a comprehensive survey0
National Origin Discrimination in Deep-learning-powered Automated Resume Screening0
Stochastic Delay Differential Games: Financial Modeling and Machine Learning Algorithms0
Deep Learning of Crystalline Defects from TEM images: A Solution for the Problem of "Never Enough Training Data"0
Single-Class Target-Specific Attack against Interpretable Deep Learning SystemsCode0
Improving the Security of Smartwatch Payment with Deep LearningCode0
A Comprehensive Survey of Deep Transfer Learning for Anomaly Detection in Industrial Time Series: Methods, Applications, and Directions0
Feature Activation Map: Visual Explanation of Deep Learning Models for Image Classification0
Does pre-training on brain-related tasks results in better deep-learning-based brain age biomarkers?Code0
ATWM: Defense against adversarial malware based on adversarial training0
A Survey From Distributed Machine Learning to Distributed Deep Learning0
SepHRNet: Generating High-Resolution Crop Maps from Remote Sensing imagery using HRNet with Separable Convolution0
Study on the Correlation between Objective Evaluations and Subjective Speech Quality and Intelligibility0
False Sense of Security: Leveraging XAI to Analyze the Reasoning and True Performance of Context-less DGA ClassifiersCode0
Interpreting and generalizing deep learning in physics-based problems with functional linear modelsCode0
CA-CentripetalNet: A novel anchor-free deep learning framework for hardhat wearing detection0
Enhancing Building Semantic Segmentation Accuracy with Super Resolution and Deep Learning: Investigating the Impact of Spatial Resolution on Various Datasets0
Invariant Scattering Transform for Medical Imaging0
inTformer: A Time-Embedded Attention-Based Transformer for Crash Likelihood Prediction at Intersections Using Connected Vehicle Data0
Differentiable Turbulence: Closure as a partial differential equation constrained optimization0
A Survey of Deep Learning in Sports Applications: Perception, Comprehension, and Decision0
Steel Surface Roughness Parameter Calculations Using Lasers and Machine Learning Models0
A Novel Site-Agnostic Multimodal Deep Learning Model to Identify Pro-Eating Disorder Content on Social Media0
DeepOnto: A Python Package for Ontology Engineering with Deep Learning0
Harmonizing Feature Attributions Across Deep Learning Architectures: Enhancing Interpretability and Consistency0
Multivariate Time Series Classification: A Deep Learning Approach0
Loss Functions and Metrics in Deep Learning0
A Study on the Impact of Face Image Quality on Face Recognition in the Wild0
Precise WiFi Indoor Positioning using Deep Learning Algorithms0
RRCNN: A novel signal decomposition approach based on recurrent residue convolutional neural networkCode0
Chain of Thought Prompting Elicits Knowledge AugmentationCode0
EANet: Enhanced Attribute-based RGBT Tracker Network0
Secure Deep Learning-based Distributed Intelligence on Pocket-sized Drones0
Classification of sleep stages from EEG, EOG and EMG signals by SSNet0
Worth of knowledge in deep learningCode0
Classifying World War II Era Ciphers with Machine Learning0
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