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Novelty Detection
Novelty Detection
Scientific Novelty Detection
Papers
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Showing 51–75 of 249 papers
Title
Date
Tasks
Status
Hype
Deep Learning for Anomaly Detection: A Review
Jul 6, 2020
Anomaly Detection
Deep Learning
—
Unverified
0
Novelty Detection in Reinforcement Learning with World Models
Oct 12, 2023
Decision Making
Novelty Detection
—
Unverified
0
Deep Variational Semi-Supervised Novelty Detection
Nov 12, 2019
Anomaly Detection
Astronomy
—
Unverified
0
A Survey of Inductive Biases for Factorial Representation-Learning
Dec 15, 2016
Inductive Bias
Novelty Detection
—
Unverified
0
Detecting bird sound in unknown acoustic background using crowdsourced training data
May 24, 2015
Novelty Detection
—
Unverified
0
Detecting Novel Processes with CANDIES -- An Holistic Novelty Detection Technique based on Probabilistic Models
May 18, 2016
Intrusion Detection
Novelty Detection
—
Unverified
0
Difference-Seeking Generative Adversarial Network--Unseen Sample Generation
May 1, 2020
Generative Adversarial Network
Novelty Detection
—
Unverified
0
Distance-based Confidence Score for Neural Network Classifiers
Sep 28, 2017
Novelty Detection
—
Unverified
0
CONCLAD: COntinuous Novel CLAss Detector
Dec 13, 2024
Continual Learning
Novelty Detection
—
Unverified
0
Document Level Novelty Detection: Textual Entailment Lends a Helping Hand
Dec 1, 2017
Natural Language Inference
Novelty Detection
—
Unverified
0
Comparison Visual Instruction Tuning
Jun 13, 2024
Instruction Following
Novelty Detection
—
Unverified
0
Dynamic Horizon Value Estimation for Model-based Reinforcement Learning
Sep 21, 2020
Model-based Reinforcement Learning
Novelty Detection
—
Unverified
0
A Contrastive Teacher-Student Framework for Novelty Detection under Style Shifts
Jan 28, 2025
Autonomous Driving
Knowledge Distillation
—
Unverified
0
Harnessing Large Language Models for Scientific Novelty Detection
May 30, 2025
Marketing
Novelty Detection
—
Unverified
0
How to detect novelty in textual data streams? A comparative study of existing methods
Sep 11, 2019
Novelty Detection
Sensitivity
—
Unverified
0
Discriminative Multi-level Reconstruction under Compact Latent Space for One-Class Novelty Detection
Mar 3, 2020
Novelty Detection
—
Unverified
0
CND-IDS: Continual Novelty Detection for Intrusion Detection Systems
Feb 19, 2025
Continual Learning
Intrusion Detection
—
Unverified
0
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)
Apr 13, 2019
General Classification
Novelty Detection
—
Unverified
0
Self-supervised New Activity Detection in Sensor-based Smart Environments
Jan 17, 2024
Action Detection
Activity Detection
—
Unverified
0
Calibration of One-Class SVM for MV set estimation
Aug 30, 2015
Anomaly Detection
Novelty Detection
—
Unverified
0
Feature Extraction for Novelty Detection in Network Traffic
Jun 30, 2020
Anomaly Detection
BIG-bench Machine Learning
—
Unverified
0
Global Semantic Consistency for Zero-Shot Learning
Jun 22, 2018
Attribute
Generalized Zero-Shot Learning
—
Unverified
0
GODS: Generalized One-class Discriminative Subspaces for Anomaly Detection
Aug 16, 2019
Anomaly Detection
Novelty Detection
—
Unverified
0
Fast Training of Deep Networks with One-Class CNNs
Jun 28, 2020
Benchmarking
Classification
—
Unverified
0
Beyond the Known: Adversarial Autoencoders in Novelty Detection
Apr 6, 2024
Decoder
Novelty Detection
—
Unverified
0
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