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Novelty Detection

Scientific Novelty Detection

Papers

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Showing 61–70 of 249 papers

Title	Date	Tasks	Status	Hype	Score
Generative Probabilistic Novelty Detection with Adversarial Autoencoders	Jul 6, 2018	DecoderNovelty Detection	CodeCode Available	0	5
Recurrent Neural Networks with Stochastic Layers for Acoustic Novelty Detection	Feb 13, 2019	Acoustic Novelty DetectionFeature Engineering	CodeCode Available	0	5
Self-supervised network distillation: an effective approach to exploration in sparse reward environments	Feb 22, 2023	Atari GamesDecision Making	CodeCode Available	0	5
Hierarchy-based Image Embeddings for Semantic Image Retrieval	Sep 26, 2018	Few-Shot LearningImage Retrieval	CodeCode Available	0	5
Enhancing Multiple Reliability Measures via Nuisance-extended Information Bottleneck	Mar 24, 2023	Adversarial RobustnessNovelty Detection	CodeCode Available	0	5
Deep Unknown Intent Detection with Margin Loss	Jun 2, 2019	Intent DetectionNovelty Detection	CodeCode Available	0	5
Efficient SVDD Sampling with Approximation Guarantees for the Decision Boundary	Sep 29, 2020	General ClassificationNovelty Detection	CodeCode Available	0	5
Efficient Novelty Detection Methods for Early Warning of Potential Fatal Diseases	Aug 6, 2022	Episode ClassificationFeature Engineering	CodeCode Available	0	5
EX2: Exploration with Exemplar Models for Deep Reinforcement Learning	Mar 3, 2017	Deep Reinforcement LearningDensity Estimation	CodeCode Available	0	5
Improving Novelty Detection using the Reconstructions of Nearest Neighbours	Nov 11, 2021	Anomaly DetectionData Augmentation	CodeCode Available	0	5

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