Browse State-of-the-Art › Outlier Detection › Papers, page 3

Outlier Detection

Papers archive 2025-07-28

archive papers tagged: 703 · with a code link: 234 · where Syntology ran a sample: 57 (49 with a run with no instrument failure, 8 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (57 of 703 tagged: 49 with a run with no instrument failure, 8 where every run was a failure of Syntology's instrument)

Page 3 of 8: papers 201 to 300 of 703, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Embedding-Based Complex Feature Value Coupling Learning for Detecting Outliers in Non-IID Categorical Data
  1 Jul 2019 1 repository listed
• Quantum Entropy Scoring for Fast Robust Mean Estimation and Improved Outlier Detection
  26 Jun 2019 1 repository listed
• MaxGap Bandit: Adaptive Algorithms for Approximate Ranking
  3 Jun 2019 1 repository listed Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples)
• Learning Regularity in Skeleton Trajectories for Anomaly Detection in Videos
  8 Mar 2019 1 repository listed
• ELKI: A large open-source library for data analysis - ELKI Release 0.7.5 "Heidelberg"
  10 Feb 2019 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Autoencoders and Generative Adversarial Networks for Imbalanced Sequence Classification
  8 Jan 2019 1 repository listed
• Object-centric Auto-encoders and Dummy Anomalies for Abnormal Event Detection in Video
  11 Dec 2018 1 repository listed Syntology 16 ran (of which 0 constructed an object rather than computing a result; 16 with no instrument failure: 0 honoured, 0 violated, 16 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 21 harvested samples)
• Robust Ordinal Embedding from Contaminated Relative Comparisons
  5 Dec 2018 1 repository listed
• LSCP: Locally Selective Combination in Parallel Outlier Ensembles
  4 Dec 2018 1 repository listed
• Spectral Embedding Norm: Looking Deep into the Spectrum of the Graph Laplacian
  25 Oct 2018 1 repository listed
• Morpho-MNIST: Quantitative Assessment and Diagnostics for Representation Learning
  27 Sep 2018 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples)
• Online Cyber-Attack Detection in Smart Grid: A Reinforcement Learning Approach
  14 Sep 2018 1 repository listed
• Sparse Kernel PCA for Outlier Detection
  7 Sep 2018 1 repository listed
• Road User Abnormal Trajectory Detection using a Deep Autoencoder
  25 Aug 2018 1 repository listed
• Unsupervised Keyphrase Extraction from Scientific Publications
  10 Aug 2018 1 repository listed
• Deep One-Class Classification
  1 Jul 2018 1 repository listed
• Classifying Idiomatic and Literal Expressions Using Topic Models and Intensity of Emotions
  27 Feb 2018 1 repository listed
• Detection of Adversarial Training Examples in Poisoning Attacks through Anomaly Detection
  8 Feb 2018 1 repository listed
• Automatic support vector data description
  1 Jan 2018 1 repository listed
• Valid Inference Corrected for Outlier Removal
  29 Nov 2017 1 repository listed
• STWalk: Learning Trajectory Representations in Temporal Graphs
  11 Nov 2017 1 repository listed
• Fast Incremental SVDD Learning Algorithm with the Gaussian Kernel
  1 Sep 2017 1 repository listed
• Word Embeddings via Tensor Factorization
  10 Apr 2017 1 repository listed
• Efficient variational Bayesian neural network ensembles for outlier detection
  20 Mar 2017 1 repository listed
• Outlier Detection for Text Data : An Extended Version
  5 Jan 2017 1 repository listed
• Automated Generation of Multilingual Clusters for the Evaluation of Distributed Representations
  4 Nov 2016 1 repository listed
• Local Subspace-Based Outlier Detection using Global Neighbourhoods
  1 Nov 2016 1 repository listed
• Multi-Person Pose Estimation with Local Joint-to-Person Associations
  30 Aug 2016 1 repository listed
• Outlier Detection on Mixed-Type Data: An Energy-based Approach
  17 Aug 2016 1 repository listed
• Depth-Based Object Tracking Using a Robust Gaussian Filter
  19 Feb 2016 1 repository listed
• A Framework for Clustering Uncertain Data
  1 Aug 2015 1 repository listed
• Anomaly Detection via oversampling Principal Component Analysis
  1 Jul 2013 1 repository listed
• Condition Number Analysis of Kernel-based Density Ratio Estimation
  15 Dec 2009 1 repository listed
• A Fast Greedy Algorithm for Outlier Mining
  1 Apr 2006 1 repository listed
• Universal Embeddings of Tabular Data
  8 Jul 2025 0 repositories listed
• Hybrid Meta-Learning Framework for Anomaly Forecasting in Nonlinear Dynamical Systems via Physics-Inspired Simulation and Deep Ensembles
  15 Jun 2025 0 repositories listed
• LayerIF: Estimating Layer Quality for Large Language Models using Influence Functions
  27 May 2025 0 repositories listed
• Learning novel representations of variable sources from multi-modal Gaia data via autoencoders
  22 May 2025 0 repositories listed
• Re-experiment Smart: a Novel Method to Enhance Data-driven Prediction of Mechanical Properties of Epoxy Polymers
  19 May 2025 0 repositories listed
• Robust Indoor Localization via Conformal Methods and Variational Bayesian Adaptive Filtering
  13 May 2025 0 repositories listed
• Conformal Prediction with Cellwise Outliers: A Detect-then-Impute Approach
  8 May 2025 0 repositories listed
• Comparison of Visual Trackers for Biomechanical Analysis of Running
  7 May 2025 0 repositories listed
• Extending Decision Predicate Graphs for Comprehensive Explanation of Isolation Forest
  6 May 2025 0 repositories listed
• A probabilistic view on Riemannian machine learning models for SPD matrices
  5 May 2025 0 repositories listed
• Unsupervised outlier detection to improve bird audio dataset labels
  25 Apr 2025 0 repositories listed
• Adaptive PCA-Based Outlier Detection for Multi-Feature Time Series in Space Missions
  22 Apr 2025 0 repositories listed
• Robust Randomized Low-Rank Approximation with Row-Wise Outlier Detection
  3 Apr 2025 0 repositories listed
• Evaluation of (Un-)Supervised Machine Learning Methods for GNSS Interference Classification with Real-World Data Discrepancies
  31 Mar 2025 0 repositories listed
• TRIDIS: A Comprehensive Medieval and Early Modern Corpus for HTR and NER
  25 Mar 2025 0 repositories listed
• Oaken: Fast and Efficient LLM Serving with Online-Offline Hybrid KV Cache Quantization
  24 Mar 2025 0 repositories listed
• PS-EIP: Robust Photometric Stereo Based on Event Interval Profile
  24 Mar 2025 0 repositories listed
• Highly Efficient Direct Analytics on Semantic-aware Time Series Data Compression
  17 Mar 2025 0 repositories listed
• Contextual Similarity Distillation: Ensemble Uncertainties with a Single Model
  14 Mar 2025 0 repositories listed
• OuroMamba: A Data-Free Quantization Framework for Vision Mamba Models
  13 Mar 2025 0 repositories listed
• Robust Multi-Source Domain Adaptation under Label Shift
  4 Mar 2025 0 repositories listed
• CleanSurvival: Automated data preprocessing for time-to-event models using reinforcement learning
  6 Feb 2025 0 repositories listed
• Explainable and Robust Millimeter Wave Beam Alignment for AI-Native 6G Networks
  23 Jan 2025 0 repositories listed
• Class Imbalance in Anomaly Detection: Learning from an Exactly Solvable Model
  20 Jan 2025 0 repositories listed
• Data Enrichment Opportunities for Distribution Grid Cable Networks using Variational Autoencoders
  19 Jan 2025 0 repositories listed
• Temporal Analysis of Adversarial Attacks in Federated Learning
  19 Jan 2025 0 repositories listed
• Outlyingness Scores with Cluster Catch Digraphs
  9 Jan 2025 0 repositories listed
• On the Adversarial Robustness of Benjamini Hochberg
  6 Jan 2025 0 repositories listed
• An Efficient Outlier Detection Algorithm for Data Streaming
  2 Jan 2025 0 repositories listed
• Transfer Neyman-Pearson Algorithm for Outlier Detection
  2 Jan 2025 0 repositories listed
• FlexUOD: The Answer to Real-world Unsupervised Image Outlier Detection
  1 Jan 2025 0 repositories listed
• Blockchain-Empowered Cyber-Secure Federated Learning for Trustworthy Edge Computing
  30 Dec 2024 0 repositories listed
• Brain Ageing Prediction using Isolation Forest Technique and Residual Neural Network (ResNet)
  26 Dec 2024 0 repositories listed
• Detecting outliers by clustering algorithms
  7 Dec 2024 0 repositories listed
• Backdooring Outlier Detection Methods: A Novel Attack Approach
  6 Dec 2024 0 repositories listed
• Leveraging Ensemble-Based Semi-Supervised Learning for Illicit Account Detection in Ethereum DeFi Transactions
  3 Dec 2024 0 repositories listed
• Using Images to Find Context-Independent Word Representations in Vector Space
  28 Nov 2024 0 repositories listed
• Unsupervised Event Outlier Detection in Continuous Time
  25 Nov 2024 0 repositories listed
• Lower Dimensional Spherical Representation of Medium Voltage Load Profiles for Visualization, Outlier Detection, and Generative Modelling
  21 Nov 2024 0 repositories listed
• Uncertainty in Supply Chain Digital Twins: A Quantum-Classical Hybrid Approach
  15 Nov 2024 0 repositories listed
• Unsupervised Parameter-free Outlier Detection using HDBSCAN* Outlier Profiles
  13 Nov 2024 0 repositories listed
• GWQ: Gradient-Aware Weight Quantization for Large Language Models
  30 Oct 2024 0 repositories listed
• A Review of Graph-Powered Data Quality Applications for IoT Monitoring Sensor Networks
  28 Oct 2024 0 repositories listed
• Lifted Coefficient of Determination: Fast model-free prediction intervals and likelihood-free model comparison
  11 Oct 2024 0 repositories listed
• ECORS: An Ensembled Clustering Approach to Eradicate The Local And Global Outlier In Collaborative Filtering Recommender System
  1 Oct 2024 0 repositories listed
• Conditional Testing based on Localized Conformal p-values
  25 Sep 2024 0 repositories listed
• Decision-change Informed Rejection Improves Robustness in Pattern Recognition-based Myoelectric Control
  21 Sep 2024 0 repositories listed
• Outlier Detection with Cluster Catch Digraphs
  17 Sep 2024 0 repositories listed
• Zero-shot Outlier Detection via Prior-data Fitted Networks: Model Selection Bygone!
  9 Sep 2024 0 repositories listed
• Interpreting Outliers in Time Series Data through Decoding Autoencoder
  3 Sep 2024 0 repositories listed
• Synthetic Data Generation and Automated Multidimensional Data Labeling for AI/ML in General and Circular Coordinates
  3 Sep 2024 0 repositories listed
• Robust Statistical Scaling of Outlier Scores: Improving the Quality of Outlier Probabilities for Outliers (Extended Version)
  28 Aug 2024 0 repositories listed
• Outlier Detection Bias Busted: Understanding Sources of Algorithmic Bias through Data-centric Factors
  24 Aug 2024 0 repositories listed
• Flexible categorization using formal concept analysis and Dempster-Shafer theory
  23 Aug 2024 0 repositories listed
• Multimodal Foundational Models for Unsupervised 3D General Obstacle Detection
  22 Aug 2024 0 repositories listed
• ALTBI: Constructing Improved Outlier Detection Models via Optimization of Inlier-Memorization Effect
  19 Aug 2024 0 repositories listed
• Regularized Contrastive Partial Multi-view Outlier Detection
  2 Aug 2024 0 repositories listed
• BoBa: Boosting Backdoor Detection through Data Distribution Inference in Federated Learning
  12 Jul 2024 0 repositories listed
• Machine Learning for Complex Systems with Abnormal Pattern by Exception Maximization Outlier Detection Method
  5 Jul 2024 0 repositories listed
• SPINEX: Similarity-based Predictions with Explainable Neighbors Exploration for Anomaly and Outlier Detection
  5 Jul 2024 0 repositories listed
• M5 -- A Diverse Benchmark to Assess the Performance of Large Multimodal Models Across Multilingual and Multicultural Vision-Language Tasks
  4 Jul 2024 0 repositories listed
• A Radiometric Correction based Optical Modeling Approach to Removing Reflection Noise in TLS Point Clouds of Urban Scenes
  3 Jul 2024 0 repositories listed
• Optimization of Retrieval-Augmented Generation Context with Outlier Detection
  1 Jul 2024 0 repositories listed
• HAITCH: A Framework for Distortion and Motion Correction in Fetal Multi-Shell Diffusion-Weighted MRI
  28 Jun 2024 0 repositories listed
• Evaluating the Efficacy of Foundational Models: Advancing Benchmarking Practices to Enhance Fine-Tuning Decision-Making
  25 Jun 2024 0 repositories listed
• Outlier detection in maritime environments using AIS data and deep recurrent architectures
  14 Jun 2024 0 repositories listed

Syntology lines on 4 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.