| Scam Detection for Ethereum Smart Contracts: Leveraging Graph Representation Learning for Secure Blockchain | Dec 16, 2024 | Fraud DetectionGraph Representation Learning | —Unverified | 0 |
| PepMNet: a hybrid deep learning model for predicting peptide properties using hierarchical graph representations | Dec 11, 2024 | Drug DesignProperty Prediction | CodeCode Available | 1 |
| Image Classification Using Singular Value Decomposition and Optimization | Dec 10, 2024 | Classificationimage-classification | CodeCode Available | 0 |
| Bed-Attached Vibration Sensor System: A Machine Learning Approach for Fall Detection in Nursing Homes | Dec 6, 2024 | Robust classification | —Unverified | 0 |
| Intriguing Properties of Robust Classification | Dec 5, 2024 | ClassificationRobust classification | —Unverified | 0 |
| Towards Class-wise Robustness Analysis | Nov 29, 2024 | Robust classification | —Unverified | 0 |
| Evaluating the Robustness of the "Ensemble Everything Everywhere" Defense | Nov 22, 2024 | Adversarial AttackRobust classification | —Unverified | 0 |
| EXCON: Extreme Instance-based Contrastive Representation Learning of Severely Imbalanced Multivariate Time Series for Solar Flare Prediction | Nov 18, 2024 | Contrastive LearningPrediction | CodeCode Available | 0 |
| A Regularized LSTM Method for Detecting Fake News Articles | Nov 16, 2024 | ArticlesFake News Detection | —Unverified | 0 |
| CryptoLLM: Unleashing the Power of Prompted LLMs for SmartQnA and Classification of Crypto Posts | Nov 12, 2024 | Decision MakingRobust classification | —Unverified | 0 |
| Neural Fingerprints for Adversarial Attack Detection | Nov 7, 2024 | Adversarial AttackAdversarial Attack Detection | CodeCode Available | 0 |
| Optimal Classification under Performative Distribution Shift | Nov 4, 2024 | ClassificationRobust classification | CodeCode Available | 0 |
| Unpicking Data at the Seams: VAEs, Disentanglement and Independent Components | Oct 29, 2024 | DisentanglementRobust classification | —Unverified | 0 |
| Leveraging Auxiliary Task Relevance for Enhanced Bearing Fault Diagnosis through Curriculum Meta-learning | Oct 27, 2024 | Fault DiagnosisMeta-Learning | —Unverified | 0 |
| Data Driven Environmental Awareness Using Wireless Signals | Oct 17, 2024 | ClassificationRobust classification | CodeCode Available | 0 |
| Radio-opaque artefacts in digital mammography: automatic detection and analysis of downstream effects | Oct 4, 2024 | ClassificationRobust classification | CodeCode Available | 0 |
| Achieving Generalization in Orchestrating GNSS Interference Monitoring Stations Through Pseudo-Labeling | Oct 3, 2024 | Robust classification | —Unverified | 0 |
| Advancing RVFL networks: Robust classification with the HawkEye loss function | Oct 1, 2024 | Robust classification | CodeCode Available | 0 |
| In-Situ Fine-Tuning of Wildlife Models in IoT-Enabled Camera Traps for Efficient Adaptation | Sep 12, 2024 | Computational EfficiencyDomain Generalization | —Unverified | 0 |
| Detecting Calls to Action in Multimodal Content: Analysis of the 2021 German Federal Election Campaign on Instagram | Sep 4, 2024 | Robust classification | —Unverified | 0 |
| Unifying Causal Representation Learning with the Invariance Principle | Sep 4, 2024 | Representation LearningRobust classification | CodeCode Available | 0 |
| Pediatric TSC-Related Epilepsy Classification from Clinical MR Images Using Quantum Neural Network | Aug 8, 2024 | image-classificationImage Classification | —Unverified | 0 |
| Adversarial Domain Adaptation for Cross-user Activity Recognition Using Diffusion-based Noise-centred Learning | Aug 6, 2024 | Activity RecognitionDenoising | CodeCode Available | 0 |
| Dual-stage Hyperspectral Image Classification Model with Spectral Supertoken | Jul 10, 2024 | ClassificationClassification Consistency | CodeCode Available | 1 |
| Directly Handling Missing Data in Linear Discriminant Analysis for Enhancing Classification Accuracy and Interpretability | Jun 30, 2024 | ClassificationImputation | CodeCode Available | 0 |