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Out of Distribution (OOD) Detection

Papers archive 2025-07-28

archive papers tagged: 629 · with a code link: 319 · where Syntology ran a sample: 116 (96 with a run with no instrument failure, 20 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (116 of 629 tagged: 96 with a run with no instrument failure, 20 where every run was a failure of Syntology's instrument)

Page 7 of 7: papers 601 to 629 of 629, 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.

• OOD-MAML: Meta-Learning for Few-Shot Out-of-Distribution Detection and Classification
  1 Dec 2020 0 repositories listed
• Evaluation of Out-of-Distribution Detection Performance of Self-Supervised Learning in a Controllable Environment
  26 Nov 2020 0 repositories listed
• Out-of-distribution detection for regression tasks: parameter versus predictor entropy
  24 Oct 2020 0 repositories listed
• Informative Outlier Matters: Robustifying Out-of-distribution Detection Using Outlier Mining
  28 Sep 2020 0 repositories listed
• Learn what you can't learn: Regularized Ensembles for Transductive out-of-distribution detection
  28 Sep 2020 0 repositories listed
• Contrastive Training for Improved Out-of-Distribution Detection
  10 Jul 2020 0 repositories listed
• Revisiting One-vs-All Classifiers for Predictive Uncertainty and Out-of-Distribution Detection in Neural Networks
  10 Jul 2020 0 repositories listed
• A Critical Evaluation of Open-World Machine Learning
  8 Jul 2020 0 repositories listed
• Soft Labeling Affects Out-of-Distribution Detection of Deep Neural Networks
  7 Jul 2020 0 repositories listed
• The Effect of Optimization Methods on the Robustness of Out-of-Distribution Detection Approaches
  25 Jun 2020 0 repositories listed
• Density of States Estimation for Out-of-Distribution Detection
  16 Jun 2020 0 repositories listed
• NADS: Neural Architecture Distribution Search for Uncertainty Awareness
  11 Jun 2020 0 repositories listed
• Out-of-Distribution Detection in Multi-Label Datasets using Latent Space of β-VAE
  10 Mar 2020 0 repositories listed
• Why is the Mahalanobis Distance Effective for Anomaly Detection?
  1 Mar 2020 0 repositories listed
• The Conditional Entropy Bottleneck
  13 Feb 2020 0 repositories listed
• OoDAnalyzer: Interactive Analysis of Out-of-Distribution Samples
  8 Feb 2020 0 repositories listed
• Efficient Out-of-Distribution Detection in Digital Pathology Using Multi-Head Convolutional Neural Networks
  25 Jan 2020 0 repositories listed
• Detecting Out-of-Distribution Examples with Gram Matrices
  1 Jan 2020 0 repositories listed
• Why Should we Combine Training and Post-Training Methods for Out-of-Distribution Detection?
  5 Dec 2019 0 repositories listed
• High- and Low-level image component decomposition using VAEs for improved reconstruction and anomaly detection
  27 Nov 2019 0 repositories listed
• Novelty Detection Via Blurring
  27 Nov 2019 0 repositories listed
• Efficacy of Pixel-Level OOD Detection for Semantic Segmentation
  7 Nov 2019 0 repositories listed
• Out of distribution detection for intra-operative functional imaging
  5 Nov 2019 0 repositories listed
• Unsupervised Out-of-Distribution Detection with Batch Normalization
  21 Oct 2019 0 repositories listed
• Negative Sampling in Variational Autoencoders
  7 Oct 2019 0 repositories listed
• Neural Network Out-of-Distribution Detection for Regression Tasks
  25 Sep 2019 0 repositories listed
• Out-of-Distribution Detection Using Neural Rendering Generative Models
  10 Jul 2019 0 repositories listed
• Out-of-domain Detection based on Generative Adversarial Network
  1 Oct 2018 0 repositories listed
• Joint Learning of Domain Classification and Out-of-Domain Detection with Dynamic Class Weighting for Satisficing False Acceptance Rates
  29 Jun 2018 0 repositories listed