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Novelty Detection
Novelty Detection
Scientific Novelty Detection
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Showing 51–75 of 249 papers
Title
Date
Tasks
Status
Hype
Score
Margin-Aware Intra-Class Novelty Identification for Medical Images
Jul 31, 2021
Anomaly Detection
Medical Image Analysis
Code
Code Available
0
5
Application of SsVGMM to medical data-classification with novelty detection
Jul 15, 2017
Classification
Multi-class Classification
Code
Code Available
0
5
A Review of Open-World Learning and Steps Toward Open-World Learning Without Labels
Nov 25, 2020
Generalized Zero-Shot Learning
Image Classification
Code
Code Available
0
5
Derandomized Novelty Detection with FDR Control via Conformal E-values
Feb 14, 2023
Novelty Detection
Code
Code Available
0
5
Metric Learning for Novelty and Anomaly Detection
Aug 16, 2018
Anomaly Detection
Metric Learning
Code
Code Available
0
5
Semi-supervised novelty detection using ensembles with regularized disagreement
Dec 10, 2020
Novelty Detection
Out-of-Distribution Detection
Code
Code Available
0
5
Redefining Normal: A Novel Object-Level Approach for Multi-Object Novelty Detection
Dec 15, 2024
Knowledge Distillation
Novelty Detection
Code
Code Available
0
5
Semantic Novelty Detection and Characterization in Factual Text Involving Named Entities
Oct 31, 2022
Novelty Detection
Sentence
Code
Code Available
0
5
Self-supervised network distillation: an effective approach to exploration in sparse reward environments
Feb 22, 2023
Atari Games
Decision Making
Code
Code Available
0
5
SHELS: Exclusive Feature Sets for Novelty Detection and Continual Learning Without Class Boundaries
Jun 28, 2022
class-incremental learning
Class Incremental Learning
Code
Code Available
0
5
A Post-processing Method for Detecting Unknown Intent of Dialogue System via Pre-trained Deep Neural Network Classifier
Mar 7, 2020
Intent Detection
Novelty Detection
Code
Code Available
0
5
Adaptive novelty detection with false discovery rate guarantee
Aug 13, 2022
Novelty Detection
Code
Code Available
0
5
Latent Space Autoregression for Novelty Detection
Jul 4, 2018
Anomaly Detection
Novelty Detection
Code
Code Available
0
5
Hierarchy-based Image Embeddings for Semantic Image Retrieval
Sep 26, 2018
Few-Shot Learning
Image Retrieval
Code
Code Available
0
5
Generative Probabilistic Novelty Detection with Adversarial Autoencoders
Jul 6, 2018
Decoder
Novelty Detection
Code
Code Available
0
5
Improving Novelty Detection using the Reconstructions of Nearest Neighbours
Nov 11, 2021
Anomaly Detection
Data Augmentation
Code
Code Available
0
5
Enhancing Multiple Reliability Measures via Nuisance-extended Information Bottleneck
Mar 24, 2023
Adversarial Robustness
Novelty Detection
Code
Code Available
0
5
Deep Unknown Intent Detection with Margin Loss
Jun 2, 2019
Intent Detection
Novelty Detection
Code
Code Available
0
5
Killing it with Zero-Shot: Adversarially Robust Novelty Detection
Jan 25, 2025
Novelty Detection
Code
Code Available
0
5
EX2: Exploration with Exemplar Models for Deep Reinforcement Learning
Mar 3, 2017
Deep Reinforcement Learning
Density Estimation
Code
Code Available
0
5
Efficient SVDD Sampling with Approximation Guarantees for the Decision Boundary
Sep 29, 2020
General Classification
Novelty Detection
Code
Code Available
0
5
Efficient Novelty Detection Methods for Early Warning of Potential Fatal Diseases
Aug 6, 2022
Episode Classification
Feature Engineering
Code
Code Available
0
5
Learning Deep Features for One-Class Classification
Jan 16, 2018
Anomaly Detection
Descriptive
Code
Code Available
0
5
Adversarially Learned One-Class Classifier for Novelty Detection
Feb 25, 2018
Anomaly Detection
Novelty Detection
Code
Code Available
0
5
Multivariate Triangular Quantile Maps for Novelty Detection
Dec 1, 2019
Density Estimation
Novelty Detection
Code
Code Available
0
5
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