Browse State-of-the-Art › Out of Distribution (OOD) Detection › Papers, page 6

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 6 of 7: papers 501 to 600 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.

• Instance-Aware Observer Network for Out-of-Distribution Object Segmentation
  18 Jul 2022 0 repositories listed
• A Simple Test-Time Method for Out-of-Distribution Detection
  17 Jul 2022 0 repositories listed
• A Baseline for Detecting Out-of-Distribution Examples in Image Captioning
  12 Jul 2022 0 repositories listed
• Know Your Space: Inlier and Outlier Construction for Calibrating Medical OOD Detectors
  12 Jul 2022 0 repositories listed
• EBMs vs. CL: Exploring Self-Supervised Visual Pretraining for Visual Question Answering
  29 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
• Federated Learning with Uncertainty via Distilled Predictive Distributions
  15 Jun 2022 0 repositories listed
• READ: Aggregating Reconstruction Error into Out-of-distribution Detection
  15 Jun 2022 0 repositories listed
• Out-of-Distribution Detection with Class Ratio Estimation
  8 Jun 2022 0 repositories listed
• What do we learn? Debunking the Myth of Unsupervised Outlier Detection
  8 Jun 2022 0 repositories listed
• How Useful are Gradients for OOD Detection Really?
  20 May 2022 0 repositories listed
• Evaluating the Practical Utility of Confidence-score based Techniques for Unsupervised Open-world Classification
  1 May 2022 0 repositories listed
• KNN-Contrastive Learning for Out-of-Domain Intent Classification
  1 May 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
• A deep learning framework for the detection and quantification of drusen and reticular pseudodrusen on optical coherence tomography
  5 Apr 2022 0 repositories listed
• Out of Distribution Detection, Generalization, and Robustness Triangle with Maximum Probability Theorem
  23 Mar 2022 0 repositories listed
• Towards Textual Out-of-Domain Detection without In-Domain Labels
  22 Mar 2022 0 repositories listed
• No Shifted Augmentations (NSA): compact distributions for robust self-supervised Anomaly Detection
  19 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
• 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
• 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
• Boundary Aware Learning for Out-of-distribution Detection
  22 Dec 2021 0 repositories listed
• Energy-bounded Learning for Robust Models of Code
  20 Dec 2021 0 repositories listed
• Benchmark for Out-of-Distribution Detection in Deep Reinforcement Learning
  5 Dec 2021 0 repositories listed
• Decomposing Representations for Deterministic Uncertainty Estimation
  1 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
• Unsupervised Approaches for Out-Of-Distribution Dermoscopic Lesion Detection
  8 Nov 2021 0 repositories listed
• Out of distribution detection for skin and malaria images
  2 Nov 2021 0 repositories listed
• Detecting Compositionally Out-of-Distribution Examples in Semantic Parsing
  1 Nov 2021 0 repositories listed
• kFolden: k-Fold Ensemble for Out-Of-Distribution Detection
  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
• GalilAI: Out-of-Task Distribution Detection using Causal Active Experimentation for Safe Transfer RL
  29 Oct 2021 0 repositories listed
• Class-wise Thresholding for Robust Out-of-Distribution Detection
  28 Oct 2021 0 repositories listed
• Exploring Covariate and Concept Shift for Detection and Calibration of Out-of-Distribution Data
  28 Oct 2021 0 repositories listed
• Understanding the Role of Self-Supervised Learning in Out-of-Distribution Detection Task
  26 Oct 2021 0 repositories listed
• Distributionally Robust Recurrent Decoders with Random Network Distillation
  25 Oct 2021 0 repositories listed
• Natural Attribute-based Shift Detection
  18 Oct 2021 0 repositories listed
• Meta Learning Low Rank Covariance Factors for Energy-Based Deterministic Uncertainty
  12 Oct 2021 0 repositories listed
• Adversarial Distributions Against Out-of-Distribution Detectors
  29 Sep 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
• Exploring Covariate and Concept Shift for Detection and Confidence Calibration of Out-of-Distribution Data
  29 Sep 2021 0 repositories listed
• FROB: Few-shot ROBust Model for Classification with Out-of-Distribution Detection
  29 Sep 2021 0 repositories listed
• GRODIN: Improved Large-Scale Out-of-Domain detection via Back-propagation
  29 Sep 2021 0 repositories listed
• Intra-class Mixup for Out-of-Distribution Detection
  29 Sep 2021 0 repositories listed
• Meta Learning Low Rank Covariance Factors for Energy Based Deterministic Uncertainty
  29 Sep 2021 0 repositories listed
• MOG: Molecular Out-of-distribution Generation with Energy-based Models
  29 Sep 2021 0 repositories listed
• No Shifted Augmentations (NSA): strong baselines for self-supervised Anomaly 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
• Sneakoscope: Revisiting Unsupervised Out-of-Distribution Detection
  29 Sep 2021 0 repositories listed
• TIME-LAPSE: Learning to say “I don't know” through spatio-temporal uncertainty scoring
  29 Sep 2021 0 repositories listed
• Towards Unknown-aware Deep Q-Learning
  29 Sep 2021 0 repositories listed
• Towards Unknown-aware Learning with Virtual Outlier Synthesis
  29 Sep 2021 0 repositories listed
• DOODLER: Determining Out-Of-Distribution Likelihood from Encoder Reconstructions
  27 Sep 2021 0 repositories listed
• Entropic Issues in Likelihood-Based OOD Detection
  22 Sep 2021 0 repositories listed
• NoiER: An Approach for Training more Reliable Fine-TunedDownstream Task Models
  29 Aug 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
• CODEs: Chamfer Out-of-Distribution Examples against Overconfidence Issue
  13 Aug 2021 0 repositories listed
• DOI: Divergence-based Out-of-Distribution Indicators via Deep Generative Models
  12 Aug 2021 0 repositories listed
• WiP Abstract : Robust Out-of-distribution Motion Detection and Localization in Autonomous CPS
  25 Jul 2021 0 repositories listed
• Understanding Failures in Out-of-Distribution Detection with Deep Generative Models
  14 Jul 2021 0 repositories listed
• Detecting when pre-trained nnU-Net models fail silently for Covid-19 lung lesion segmentation
  13 Jul 2021 0 repositories listed
• Enhancing the Generalization for Intent Classification and Out-of-Domain Detection in SLU
  28 Jun 2021 0 repositories listed
• EARLIN: Early Out-of-Distribution Detection for Resource-efficient Collaborative Inference
  25 Jun 2021 0 repositories listed
• Towards Consistent Predictive Confidence through Fitted Ensembles
  22 Jun 2021 0 repositories listed
• Understanding Softmax Confidence and Uncertainty
  9 Jun 2021 0 repositories listed
• Detecting Anomalous Event Sequences with Temporal Point Processes
  8 Jun 2021 0 repositories listed
• Shifting Transformation Learning for Out-of-Distribution Detection
  7 Jun 2021 0 repositories listed
• Out-of-Distribution Detection in Dermatology using Input Perturbation and Subset Scanning
  24 May 2021 0 repositories listed
• Neural Mean Discrepancy for Efficient Out-of-Distribution Detection
  23 Apr 2021 0 repositories listed
• Does Your Dermatology Classifier Know What It Doesn't Know? Detecting the Long-Tail of Unseen Conditions
  8 Apr 2021 0 repositories listed
• OodGAN: Generative Adversarial Network for Out-of-Domain Data Generation
  6 Apr 2021 0 repositories listed
• The Compact Support Neural Network
  1 Apr 2021 0 repositories listed
• Joint Distribution across Representation Space for Out-of-Distribution Detection
  23 Mar 2021 0 repositories listed
• Out-of-Distribution Detection of Melanoma using Normalizing Flows
  23 Mar 2021 0 repositories listed
• Fool Me Once: Robust Selective Segmentation via Out-of-Distribution Detection with Contrastive Learning
  1 Mar 2021 0 repositories listed
• A statistical framework for efficient out of distribution detection in deep neural networks
  25 Feb 2021 0 repositories listed
• Bayesian OOD detection with aleatoric uncertainty and outlier exposure
  24 Feb 2021 0 repositories listed
• Label Smoothed Embedding Hypothesis for Out-of-Distribution Detection
  9 Feb 2021 0 repositories listed
• Bridging In- and Out-of-distribution Samples for Their Better Discriminability
  7 Jan 2021 0 repositories listed
• Practical Evaluation of Out-of-Distribution Detection Methods for Image Classification
  7 Jan 2021 0 repositories listed
• Energy-based Out-of-distribution Detection for Multi-label Classification
  1 Jan 2021 0 repositories listed
• Exploring Vicinal Risk Minimization for Lightweight Out-of-Distribution Detection
  15 Dec 2020 0 repositories listed
• Out-Of-Distribution Detection With Subspace Techniques And Probabilistic Modeling Of Features
  8 Dec 2020 0 repositories listed
• The Hidden Uncertainty in a Neural Networks Activations
  5 Dec 2020 0 repositories listed
• A Deep Generative Distance-Based Classifier for Out-of-Domain Detection with Mahalanobis Space
  1 Dec 2020 0 repositories listed

Syntology lines on 1 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.