226 results on '"Plamen Angelov"'
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2. PUDD: Towards Robust Multi-modal Prototype-based Deepfake Detection.
3. Machine Learning within Latent Spaces formed by Foundation Models.
4. Federated Adversarial Learning for Robust Autonomous Landing Runway Detection.
5. UNICAD: A Unified Approach for Attack Detection, Noise Reduction and Novel Class Identification.
6. Rethinking Self-supervised Learning for Cross-domain Adversarial Sample Recovery.
7. Edge Implementation of Unsupervised Self-evolving Vision Classifier.
8. Adversarial Attack Detection via Fuzzy Predictions.
9. Quantum Face Recognition With Multigate Quantum Convolutional Neural Network.
10. An explainable approach to deep learning from CT-scans for Covid identification.
11. A large multiclass dataset of CT scans for COVID-19 identification.
12. Marine Debris Detection in Satellite Surveillance Using Attention Mechanisms.
13. Unsupervised Drift Detection Using Quadtree Spatial Mapping.
14. Fuzzy Detectors Against Adversarial Attacks.
15. Interpretable-through-prototypes deepfake detection for diffusion models.
16. Domain Generalization and Feature Fusion for Cross-domain Imperceptible Adversarial Attack Detection.
17. Complex-Cycle-Consistent Diffusion Model for Monaural Speech Enhancement.
18. Self-Supervised Representation Learning for Adversarial Attack Detection.
19. UNICAD: A Unified Approach for Attack Detection, Noise Reduction and Novel Class Identification.
20. IMAFD: An Interpretable Multi-stage Approach to Flood Detection from time series Multispectral Data.
21. PUDD: Towards Robust Multi-modal Prototype-based Deepfake Detection.
22. Federated Adversarial Learning for Robust Autonomous Landing Runway Detection.
23. Unsupervised Domain Adaptation within Deep Foundation Latent Spaces.
24. On-line Estimators for Ad-hoc Task Execution: Learning Types and Parameters of Teammates for Effective Teamwork.
25. Multilayer Evolving Fuzzy Neural Networks.
26. An Improved Explainable Point Cloud Classifier (XPCC).
27. Delve Into Neural Activations: Toward Understanding Dying Neurons.
28. Similarity-based Deep Neural Network to Detect Imperceptible Adversarial Attacks.
29. Graph-context Attention Networks for Size-varied Deep Graph Matching.
30. An Interpretable Deep Semantic Segmentation Method for Earth Observation.
31. Multi-Branch with Attention Network for Hand-Based Person Recognition.
32. Hand-Based Person Identification using Global and Part-Aware Deep Feature Representation Learning.
33. PPFM: An Adaptive and Hierarchical Peer-to-Peer Federated Meta-Learning Framework.
34. Deep orientated distance-transform network for geometric-aware centerline detection.
35. A Novel Multiple Feature-Based Engine Knock Detection System using Sparse Bayesian Extreme Learning Machine.
36. Statistically Evolving Fuzzy Inference System for Non-Gaussian Noises.
37. Person identification from fingernails and knuckles images using deep learning features and the Bray-Curtis similarity measure.
38. Towards interpretable-by-design deep learning algorithms.
39. Automated Person Identification Framework Based on Fingernails and Dorsal Knuckle Patterns.
40. Robust End-to-End Hand Identification via Holistic Multi-Unit Knuckle Recognition.
41. Obituary Edwin Lughofer (1972-2023).
42. A Novel Self-Organizing PID Approach for Controlling Mobile Robot Locomotion.
43. Towards Deep Machine Reasoning: a Prototype-based Deep Neural Network with Decision Tree Inference.
44. Concept Drift Detection Using Autoencoders in Data Streams Processing.
45. Harnessing the Power of Smart and Connected Health to Tackle COVID-19: IoT, AI, Robotics, and Blockchain for a Better World.
46. Self-Evolving Data Cloud-Based PID-Like Controller for Nonlinear Uncertain Systems.
47. Detecting and learning from unknown by extremely weak supervision: exploratory classifier (xClass).
48. An Interpretable Deep Semantic Segmentation Method for Earth Observation.
49. Self-Organising and Self-Learning Model for Soybean Yield Prediction.
50. Actively Semi-Supervised Deep Rule-based Classifier Applied to Adverse Driving Scenarios.
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