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Out-of-Distribution Detection

Papers archive 2025-07-28

archive papers tagged: 888 · with a code link: 438 · where Syntology ran a sample: 181 (146 with a run with no instrument failure, 35 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (181 of 888 tagged: 146 with a run with no instrument failure, 35 where every run was a failure of Syntology's instrument)

Page 8 of 9: papers 701 to 800 of 888, 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.

• Recursively Feasible Probabilistic Safe Online Learning with Control Barrier Functions
  23 Aug 2022 0 repositories listed
• Semantic Driven Energy based Out-of-Distribution Detection
  23 Aug 2022 0 repositories listed
• Outlier Detection using Self-Organizing Maps for Automated Blood Cell Analysis
  18 Aug 2022 0 repositories listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives
  15 Aug 2022 0 repositories listed
• Self-Knowledge Distillation via Dropout
  11 Aug 2022 0 repositories listed
• Task-agnostic Continual Hippocampus Segmentation for Smooth Population Shifts
  5 Aug 2022 0 repositories listed
• p-DkNN: Out-of-Distribution Detection Through Statistical Testing of Deep Representations
  25 Jul 2022 0 repositories listed
• A Simple Test-Time Method for Out-of-Distribution Detection
  17 Jul 2022 0 repositories listed
• Know Your Space: Inlier and Outlier Construction for Calibrating Medical OOD Detectors
  12 Jul 2022 0 repositories listed
• Distributional Gaussian Processes Layers for Out-of-Distribution Detection
  27 Jun 2022 0 repositories listed
• Batch-Ensemble Stochastic Neural Networks for Out-of-Distribution Detection
  26 Jun 2022 0 repositories listed
• WeShort: Out-of-distribution Detection With Weak Shortcut structure
  23 Jun 2022 0 repositories listed
• Towards OOD Detection in Graph Classification from Uncertainty Estimation Perspective
  21 Jun 2022 0 repositories listed
• Meta-learning for Out-of-Distribution Detection via Density Estimation in Latent Space
  20 Jun 2022 0 repositories listed
• Multiple Testing Framework for Out-of-Distribution Detection
  20 Jun 2022 0 repositories listed
• Supervision Adaptation Balancing In-distribution Generalization and Out-of-distribution Detection
  19 Jun 2022 0 repositories listed
• Reduced Robust Random Cut Forest for Out-Of-Distribution detection in machine learning models
  18 Jun 2022 0 repositories listed
• Gradient-Based Adversarial and Out-of-Distribution Detection
  16 Jun 2022 0 repositories listed
• READ: Aggregating Reconstruction Error into Out-of-distribution Detection
  15 Jun 2022 0 repositories listed
• EnergyMatch: Energy-based Pseudo-Labeling for Semi-Supervised Learning
  13 Jun 2022 0 repositories listed
• Out-of-Distribution Detection with Class Ratio Estimation
  8 Jun 2022 0 repositories listed
• Which models are innately best at uncertainty estimation?
  5 Jun 2022 0 repositories listed
• Out-of-Distribution Detection using BiGAN and MDL
  3 Jun 2022 0 repositories listed
• Sequential Bayesian Neural Subnetwork Ensembles
  1 Jun 2022 0 repositories listed
• Norm-Scaling for Out-of-Distribution Detection
  6 May 2022 0 repositories listed
• Performance Analysis of Out-of-Distribution Detection on Trained Neural Networks
  26 Apr 2022 0 repositories listed
• Learning by Erasing: Conditional Entropy based Transferable Out-Of-Distribution Detection
  23 Apr 2022 0 repositories listed
• Out-Of-Distribution Detection In Unsupervised Continual Learning
  12 Apr 2022 0 repositories listed
• Effective Out-of-Distribution Detection in Classifier Based on PEDCC-Loss
  10 Apr 2022 0 repositories listed
• TransductGAN: a Transductive Adversarial Model for Novelty Detection
  29 Mar 2022 0 repositories listed
• Bi-level Doubly Variational Learning for Energy-based Latent Variable Models
  24 Mar 2022 0 repositories listed
• Out of Distribution Detection, Generalization, and Robustness Triangle with Maximum Probability Theorem
  23 Mar 2022 0 repositories listed
• Is it all a cluster game? -- Exploring Out-of-Distribution Detection based on Clustering in the Embedding Space
  16 Mar 2022 0 repositories listed
• Self-Distribution Distillation: Efficient Uncertainty Estimation
  15 Mar 2022 0 repositories listed
• Model-agnostic out-of-distribution detection using combined statistical tests
  2 Mar 2022 0 repositories listed
• Addressing Randomness in Evaluation Protocols for Out-of-Distribution Detection
  1 Mar 2022 0 repositories listed
• Deep Dirichlet uncertainty for unsupervised out-of-distribution detection of eye fundus photographs in glaucoma screening
  25 Feb 2022 0 repositories listed
• Computer Aided Diagnosis and Out-of-Distribution Detection in Glaucoma Screening Using Color Fundus Photography
  24 Feb 2022 0 repositories listed
• Model2Detector:Widening the Information Bottleneck for Out-of-Distribution Detection using a Handful of Gradient Steps
  22 Feb 2022 0 repositories listed
• The Met Dataset: Instance-level Recognition for Artworks
  3 Feb 2022 0 repositories listed
• Improving robustness and calibration in ensembles with diversity regularization
  26 Jan 2022 0 repositories listed
• E-ADDA: Unsupervised Adversarial Domain Adaptation Enhanced by a New Mahalanobis Distance Loss for Smart Computing
  24 Jan 2022 0 repositories listed
• iDECODe: In-distribution Equivariance for Conformal Out-of-distribution Detection
  7 Jan 2022 0 repositories listed Syntology 4 ran (of which 3 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• Deep Hybrid Models for Out-of-Distribution Detection
  1 Jan 2022 0 repositories listed
• Dense Out-of-Distribution Detection by Robust Learning on Synthetic Negative Data
  23 Dec 2021 0 repositories listed
• Boundary Aware Learning for Out-of-distribution Detection
  22 Dec 2021 0 repositories listed
• Out-of-Distribution Detection Without Class Labels
  14 Dec 2021 0 repositories listed
• On visual self-supervision and its effect on model robustness
  8 Dec 2021 0 repositories listed
• Extrapolation Frameworks in Cognitive Psychology Suitable for Study of Image Classification Models
  6 Dec 2021 0 repositories listed
• Benchmark for Out-of-Distribution Detection in Deep Reinforcement Learning
  5 Dec 2021 0 repositories listed
• Locally Most Powerful Bayesian Test for Out-of-Distribution Detection using Deep Generative Models
  1 Dec 2021 0 repositories listed
• STEP: Out-of-Distribution Detection in the Presence of Limited In-Distribution Labeled Data
  1 Dec 2021 0 repositories listed
• FROB: Few-shot ROBust Model for Classification and Out-of-Distribution Detection
  30 Nov 2021 0 repositories listed
• Data Invariants to Understand Unsupervised Out-of-Distribution Detection
  26 Nov 2021 0 repositories listed
• Deep Representation Learning with an Information-theoretic Loss
  25 Nov 2021 0 repositories listed
• Efficient Anomaly Detection Using Self-Supervised Multi-Cue Tasks
  24 Nov 2021 0 repositories listed
• Statistical Perspectives on Reliability of Artificial Intelligence Systems
  9 Nov 2021 0 repositories listed
• Out of distribution detection for skin and malaria images
  2 Nov 2021 0 repositories listed
• kFolden: k-Fold Ensemble for Out-Of-Distribution Detection
  1 Nov 2021 0 repositories listed
• Validate on Sim, Detect on Real -- Model Selection for Domain Randomization
  1 Nov 2021 0 repositories listed
• PnPOOD : Out-Of-Distribution Detection for Text Classification via Plug andPlay Data Augmentation
  31 Oct 2021 0 repositories listed
• Class-wise Thresholding for Robust Out-of-Distribution Detection
  28 Oct 2021 0 repositories listed
• Reliable and Trustworthy Machine Learning for Health Using Dataset Shift Detection
  26 Oct 2021 0 repositories listed
• Understanding the Role of Self-Supervised Learning in Out-of-Distribution Detection Task
  26 Oct 2021 0 repositories listed
• Why Out-of-distribution Detection in CNNs Does Not Like Mahalanobis -- and What to Use Instead
  13 Oct 2021 0 repositories listed
• Deep Classifiers with Label Noise Modeling and Distance Awareness
  6 Oct 2021 0 repositories listed
• Δ-UQ: Accurate Uncertainty Quantification via Anchor Marginalization
  5 Oct 2021 0 repositories listed
• Decomposing Texture and Semantics for Out-of-distribution Detection
  29 Sep 2021 0 repositories listed
• DICE: A Simple Sparsification Method for Out-of-distribution Detection
  29 Sep 2021 0 repositories listed
• Efficient Out-of-Distribution Detection via CVAE data Generation
  29 Sep 2021 0 repositories listed
• FROB: Few-shot ROBust Model for Classification with Out-of-Distribution Detection
  29 Sep 2021 0 repositories listed
• Improving and Assessing Anomaly Detectors for Large-Scale Settings
  29 Sep 2021 0 repositories listed
• Intra-class Mixup for Out-of-Distribution Detection
  29 Sep 2021 0 repositories listed
• Revisiting flow generative models for Out-of-distribution detection
  29 Sep 2021 0 repositories listed
• Revisiting Out-of-Distribution Detection: A Simple Baseline is Surprisingly Effective
  29 Sep 2021 0 repositories listed
• Self-Joint Supervised Learning
  29 Sep 2021 0 repositories listed
• Sneakoscope: Revisiting Unsupervised Out-of-Distribution Detection
  29 Sep 2021 0 repositories listed
• The Needle in the haystack: Out-distribution aware Self-training in an Open-World Setting
  29 Sep 2021 0 repositories listed
• Robust Contrastive Active Learning with Feature-guided Query Strategies
  13 Sep 2021 0 repositories listed
• Efficient Out-of-Distribution Detection Using Latent Space of β-VAE for Cyber-Physical Systems
  26 Aug 2021 0 repositories listed
• Cascade Watchdog: A Multi-tiered Adversarial Guard for Outlier Detection
  20 Aug 2021 0 repositories listed
• Teaching Uncertainty Quantification in Machine Learning through Use Cases
  19 Aug 2021 0 repositories listed
• Neural density estimation and uncertainty quantification for laser induced breakdown spectroscopy spectra
  17 Aug 2021 0 repositories listed
• Uncertainty Estimation and Out-of-Distribution Detection for Counterfactual Explanations: Pitfalls and Solutions
  20 Jul 2021 0 repositories listed
• Understanding Failures in Out-of-Distribution Detection with Deep Generative Models
  14 Jul 2021 0 repositories listed
• Learning a Discriminant Latent Space with Neural Discriminant Analysis
  13 Jul 2021 0 repositories listed
• Thinkback: Task-SpecificOut-of-Distribution Detection
  13 Jul 2021 0 repositories listed
• Out of Distribution Detection and Adversarial Attacks on Deep Neural Networks for Robust Medical Image Analysis
  10 Jul 2021 0 repositories listed
• EARLIN: Early Out-of-Distribution Detection for Resource-efficient Collaborative Inference
  25 Jun 2021 0 repositories listed
• Shifting Transformation Learning for Out-of-Distribution Detection
  7 Jun 2021 0 repositories listed
• One Representation to Rule Them All: Identifying Out-of-Support Examples in Few-shot Learning with Generic Representations
  2 Jun 2021 0 repositories listed
• Improving Compositionality of Neural Networks by Decoding Representations to Inputs
  1 Jun 2021 0 repositories listed
• Out-of-Distribution Detection in Dermatology using Input Perturbation and Subset Scanning
  24 May 2021 0 repositories listed
• Improving Entropic Out-of-Distribution Detection using Isometric Distances and the Minimum Distance Score
  21 May 2021 0 repositories listed
• Topological Uncertainty: Monitoring trained neural networks through persistence of activation graphs
  7 May 2021 0 repositories listed
• Distributional Gaussian Process Layers for Outlier Detection in Image Segmentation
  28 Apr 2021 0 repositories listed
• Neural Mean Discrepancy for Efficient Out-of-Distribution Detection
  23 Apr 2021 0 repositories listed
• I Find Your Lack of Uncertainty in Computer Vision Disturbing
  16 Apr 2021 0 repositories listed
• Uncertainty Surrogates for Deep Learning
  16 Apr 2021 0 repositories listed
• Out-of-Distribution Detection for Dermoscopic Image Classification
  15 Apr 2021 0 repositories listed

Syntology lines on 2 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.