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Novelty Detection

Scientific Novelty Detection

Papers

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Showing 101–150 of 249 papers

TitleStatusHype
Robust Anomaly Detection and Backdoor Attack Detection Via Differential Privacy—0
Robust Semi-Supervised Anomaly Detection via Adversarially Learned Continuous Noise Corruption—0
RSC-VAE: Recoding Semantic Consistency Based VAE for One-Class Novelty Detection—0
SAFE-OCC: A Novelty Detection Framework for Convolutional Neural Network Sensors and its Application in Process Control—0
Score Combining for Contrastive OOD Detection—0
Searching for Novel Chemistry in Exoplanetary Atmospheres using Machine Learning for Anomaly Detection—0
Multi-class Novelty Detection Using Mix-up Technique—0
Spotting Rumors via Novelty Detection—0
Stabilizing Adversarially Learned One-Class Novelty Detection Using Pseudo Anomalies—0
Study and Observation of the Variations of Accuracies for Handwritten Digits Recognition with Various Hidden Layers and Epochs using Neural Network Algorithm—0
SuperAD: A Training-free Anomaly Classification and Segmentation Method for CVPR 2025 VAND 3.0 Workshop Challenge Track 1: Adapt & Detect—0
System-reliability based multi-ensemble of GAN and one-class joint Gaussian distributions for unsupervised real-time structural health monitoring—0
Text Classification with Novelty Detection—0
The Cyborg Astrobiologist: Matching of Prior Textures by Image Compression for Geological Mapping and Novelty Detection—0
The Difficulty of Novelty Detection in Open-World Physical Domains: An Application to Angry Birds—0
The empirical Christoffel function with applications in data analysis—0
Time-dependent Hierarchical Dirichlet Model for Timeline Generation—0
Towards Explainable, Safe Autonomous Driving with Language Embeddings for Novelty Identification and Active Learning: Framework and Experimental Analysis with Real-World Data Sets—0
TransductGAN: a Transductive Adversarial Model for Novelty Detection—0
Uncertainty Quantification in Continual Open-World Learning—0
Unknown Face Presentation Attack Detection via Localised Learning of Multiple Kernels—0
Unsupervised Anomaly Detection via Nonlinear Manifold Learning—0
Unsupervised Class-Incremental Learning Through Confusion—0
Unsupervised Patch-GAN with Targeted Patch Ranking for Fine-Grained Novelty Detection in Medical Imaging—0
Utilizing Patch-level Category Activation Patterns for Multiple Class Novelty Detection—0
Variational Beam Search for Novelty Detection—0
Visualizing Image Content to Explain Novel Image Discovery—0
WePaMaDM-Outlier Detection: Weighted Outlier Detection using Pattern Approaches for Mass Data Mining—0
Where's Wally Now? Deep Generative and Discriminative Embeddings for Novelty Detection—0
Zero Day Threat Detection Using Graph and Flow Based Security Telemetry—0
Zero-Shot Anomaly Detection with Pre-trained Segmentation Models—0
Fast Training of Deep Networks with One-Class CNNs—0
From Unsupervised to Semi-supervised Anomaly Detection Methods for HRRP Targets—0
Gathering Cyber Threat Intelligence from Twitter Using Novelty Classification—0
Generative Models for Novelty Detection: Applications in abnormal event and situational change detection from data series—0
Global Semantic Consistency for Zero-Shot Learning—0
GODS: Generalized One-class Discriminative Subspaces for Anomaly Detection—0
GraphEval: A Lightweight Graph-Based LLM Framework for Idea Evaluation—0
Hack The Box: Fooling Deep Learning Abstraction-Based Monitors—0
Harnessing Large Language Models for Scientific Novelty Detection—0
Hierarchical Novelty Detection for Visual Object Recognition—0
Highly Automated Learning for Improved Active Safety of Vulnerable Road Users—0
Holmes: An Efficient and Lightweight Semantic Based Anomalous Email Detector—0
How to detect novelty in textual data streams? A comparative study of existing methods—0
Hypothesis-Driven Deep Learning for Out of Distribution Detection—0
Image quality assessment for closed-loop computer-assisted lung ultrasound—0
Improving auto-encoder novelty detection using channel attention and entropy minimization—0
Improving novelty detection with generative adversarial networks on hand gesture data—0
Incremental Kernel Null Space Discriminant Analysis for Novelty Detection—0
Incremental Object-Based Novelty Detection with Feedback Loop—0
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