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Novelty Detection

Scientific Novelty Detection

Papers

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Showing 51–100 of 249 papers

TitleStatusHype
Novelty Detection on Radio Astronomy Data using SignaturesCode0
Towards Explainable, Safe Autonomous Driving with Language Embeddings for Novelty Identification and Active Learning: Framework and Experimental Analysis with Real-World Data Sets—0
Self-supervised New Activity Detection in Sensor-based Smart Environments—0
Wasserstein Distance-based Expansion of Low-Density Latent Regions for Unknown Class DetectionCode0
Managing the unknown: a survey on Open Set Recognition and tangential areas—0
Projection Regret: Reducing Background Bias for Novelty Detection via Diffusion Models—0
Incremental Object-Based Novelty Detection with Feedback Loop—0
Transductive conformal inference with adaptive scoresCode0
Novelty Detection in Reinforcement Learning with World Models—0
Diversity for Contingency: Learning Diverse Behaviors for Efficient Adaptation and Transfer—0
Robust Novelty Detection through Style-Conscious Feature RankingCode0
OpenPatch: a 3D patchwork for Out-Of-Distribution detection—0
Environment-biased Feature Ranking for Novelty Detection Robustness—0
Information Processing by Neuron Populations in the Central Nervous System: Mathematical Structure of Data and Operations—0
Continual Improvement of Threshold-Based Novelty Detection—0
Language Models for Novelty Detection in System Call Traces—0
Searching for Novel Chemistry in Exoplanetary Atmospheres using Machine Learning for Anomaly Detection—0
Multi-Scale Memory Comparison for Zero-/Few-Shot Anomaly Detection—0
Adaptive learning of density ratios in RKHS—0
Unsupervised Anomaly Detection via Nonlinear Manifold Learning—0
Zero-Shot Anomaly Detection with Pre-trained Segmentation Models—0
WePaMaDM-Outlier Detection: Weighted Outlier Detection using Pattern Approaches for Mass Data Mining—0
A Robust Likelihood Model for Novelty Detection—0
A Unified Evaluation Framework for Novelty Detection and Accommodation in NLP with an Instantiation in Authorship Attribution—0
RSC-VAE: Recoding Semantic Consistency Based VAE for One-Class Novelty Detection—0
Open-World Continual Learning: Unifying Novelty Detection and Continual Learning—0
Signal Novelty Detection as an Intrinsic Reward for RoboticsCode0
Improving novelty detection with generative adversarial networks on hand gesture data—0
Adaptable and Interpretable Framework for Novelty Detection in Real-Time IoT Systems—0
Enhancing Multiple Reliability Measures via Nuisance-extended Information BottleneckCode0
On the link between generative semi-supervised learning and generative open-set recognition—0
Robust Semi-Supervised Anomaly Detection via Adversarially Learned Continuous Noise Corruption—0
Methods and Mechanisms for Interactive Novelty Handling in Adversarial Environments—0
Open Set Action Recognition via Multi-Label Evidential Learning—0
Self-supervised network distillation: an effective approach to exploration in sparse reward environmentsCode0
Derandomized Novelty Detection with FDR Control via Conformal E-valuesCode0
DODEM: DOuble DEfense Mechanism Against Adversarial Attacks Towards Secure Industrial Internet of Things Analytics—0
Novelty Detection in Network Traffic: Using Survival Analysis for Feature Identification—0
Novelty Detection for Election Fraud: A Case Study with Agent-Based Simulation Data—0
Semantic Novelty Detection and Characterization in Factual Text Involving Named EntitiesCode0
Connective Reconstruction-based Novelty Detection—0
Novelty Detection in Time Series via Weak Innovations Representation: A Deep Learning Approach—0
Leveraging the Potential of Novel Data in Power Line Communication of Electricity Grids—0
Adaptive novelty detection with false discovery rate guaranteeCode0
Efficient Novelty Detection Methods for Early Warning of Potential Fatal DiseasesCode0
Parameterizing Kterm Hashing—0
3DOS: Towards 3D Open Set Learning -- Benchmarking and Understanding Semantic Novelty Detection on Point CloudsCode0
SHELS: Exclusive Feature Sets for Novelty Detection and Continual Learning Without Class BoundariesCode0
NovelCraft: A Dataset for Novelty Detection and Discovery in Open WorldsCode0
Out-of-Distribution Detection using BiGAN and MDL—0
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