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Novelty Detection

Scientific Novelty Detection

Papers

Showing 51100 of 249 papers

TitleStatusHype
Deep Learning for Anomaly Detection: A Review0
Novelty Detection in Reinforcement Learning with World Models0
Deep Variational Semi-Supervised Novelty Detection0
A Survey of Inductive Biases for Factorial Representation-Learning0
Detecting bird sound in unknown acoustic background using crowdsourced training data0
Detecting Novel Processes with CANDIES -- An Holistic Novelty Detection Technique based on Probabilistic Models0
Difference-Seeking Generative Adversarial Network--Unseen Sample Generation0
Distance-based Confidence Score for Neural Network Classifiers0
On the link between generative semi-supervised learning and generative open-set recognition0
Document Level Novelty Detection: Textual Entailment Lends a Helping Hand0
A Contrastive Teacher-Student Framework for Novelty Detection under Style Shifts0
Dynamic Horizon Value Estimation for Model-based Reinforcement Learning0
Hack The Box: Fooling Deep Learning Abstraction-Based Monitors0
Language Models for Novelty Detection in System Call Traces0
CONCLAD: COntinuous Novel CLAss Detector0
AquaSignal: An Integrated Framework for Robust Underwater Acoustic Analysis0
KNN-Contrastive Learning for Out-of-Domain Intent Classification0
Latent Space Exploration Using Generative Kernel PCA0
Managing the unknown: a survey on Open Set Recognition and tangential areas0
Discriminative Multi-level Reconstruction under Compact Latent Space for One-Class Novelty Detection0
From Unsupervised to Semi-supervised Anomaly Detection Methods for HRRP Targets0
CND-IDS: Continual Novelty Detection for Intrusion Detection Systems0
OCKELM+: Kernel Extreme Learning Machine based One-class Classification using Privileged Information (or KOC+: Kernel Ridge Regression or Least Square SVM with zero bias based One-class Classification using Privileged Information)0
Fast Training of Deep Networks with One-Class CNNs0
Self-supervised New Activity Detection in Sensor-based Smart Environments0
Gathering Cyber Threat Intelligence from Twitter Using Novelty Classification0
Calibration of One-Class SVM for MV set estimation0
Generative Models for Novelty Detection: Applications in abnormal event and situational change detection from data series0
Comparison Visual Instruction Tuning0
Global Semantic Consistency for Zero-Shot Learning0
GODS: Generalized One-class Discriminative Subspaces for Anomaly Detection0
GraphEval: A Lightweight Graph-Based LLM Framework for Idea Evaluation0
Feature Extraction for Novelty Detection in Network Traffic0
Harnessing Large Language Models for Scientific Novelty Detection0
Hierarchical Novelty Detection for Visual Object Recognition0
Connective Reconstruction-based Novelty Detection0
Isolation Forest in Novelty Detection Scenario0
Holmes: An Efficient and Lightweight Semantic Based Anomalous Email Detector0
How to detect novelty in textual data streams? A comparative study of existing methods0
Hypothesis-Driven Deep Learning for Out of Distribution Detection0
Image quality assessment for closed-loop computer-assisted lung ultrasound0
Improving auto-encoder novelty detection using channel attention and entropy minimization0
A Robust Likelihood Model for Novelty Detection0
Improving novelty detection with generative adversarial networks on hand gesture data0
Keeping Deep Lithography Simulators Updated: Global-Local Shape-Based Novelty Detection and Active Learning0
Beyond the Known: Adversarial Autoencoders in Novelty Detection0
Evaluating the Use of Reconstruction Error for Novelty Localization0
Information bottleneck through variational glasses0
Information Processing by Neuron Populations in the Central Nervous System: Mathematical Structure of Data and Operations0
A novel approach for automatic acoustic novelty detection using a denoising autoencoder with bidirectional LSTM neural networks0
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