Papers
Sat 25 Dec 2021
36 papers
- Explainable Signature-based Machine Learning Approach for Identification of Faults in Grid-Connected Photovoltaic Systems
- Multi-Dialect Arabic Speech Recognition
- Prevalence Threshold and bounds in the Accuracy of Binary Classification Systems
- Stance Quantification: Definition of the Problem
- Pedagogical Rule Extraction to Learn Interpretable Models - an Empirical Study
- Learning Linear Complementarity Systems
- Over-Parametrized Matrix Factorization in the Presence of Spurious Stationary Points
- Task and Model Agnostic Adversarial Attack on Graph Neural Networks
- Artifact Reduction in Fundus Imaging using Cycle Consistent Adversarial Neural Networks
- Deeper Clinical Document Understanding Using Relation Extraction
- On Dynamic Pricing with Covariates
- Reactive Message Passing for Scalable Bayesian Inference
- Towards Federated Learning on Time-Evolving Heterogeneous Data
- Motion Illusions Generated Using Predictive Neural Networks Also Fool Humans
- A Preliminary Study for Literary Rhyme Generation based on Neuronal Representation, Semantics and Shallow Parsing
- PerCQA: Persian Community Question Answering Dataset
- CABACE: Injecting Character Sequence Information and Domain Knowledge for Enhanced Acronym and Long-Form Extraction
- An Ensemble of Pre-trained Transformer Models For Imbalanced Multiclass Malware Classification
- N-Omniglot, a large-scale neuromorphic dataset for spatio-temporal sparse few-shot learning
- Pseudocylindrical Convolutions for Learned Omnidirectional Image Compression
- Edge Robotics: Edge-Computing-Accelerated Multi-Robot Simultaneous Localization and Mapping
- Continual Learning for Unsupervised Anomaly Detection in Continuous Auditing of Financial Accounting Data
- NeuronFair: Interpretable White-Box Fairness Testing through Biased Neuron Identification
- Explainable Artificial Intelligence for Pharmacovigilance: What Features Are Important When Predicting Adverse Outcomes?
- Neural Network Module Decomposition and Recomposition
- A Spectral Method for Joint Community Detection and Orthogonal Group Synchronization
- A comparative study on machine learning models combining with outlier detection and balanced sampling methods for credit scoring
- Network-Aware 5G Edge Computing for Object Detection: Augmenting Wearables to "See" More, Farther and Faster
- DSRGAN: Detail Prior-Assisted Perceptual Single Image Super-Resolution via Generative Adversarial Networks
- DBC-Forest: Deep forest with binning confidence screening
- Combining Improvements for Exploiting Dependency Trees in Neural Semantic Parsing
- Gradient Leakage Attack Resilient Deep Learning
- Practical Fixed-Parameter Algorithms for Defending Active Directory Style Attack Graphs
- AI-Bind: Improving Binding Predictions for Novel Protein Targets and Ligands
- Cyberattack Detection in Large-Scale Smart Grids using Chebyshev Graph Convolutional Networks
- Semantic Clustering based Deduction Learning for Image Recognition and Classification