Browse State-of-the-Art › Out-of-Distribution Detection › Papers, page 7

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 7 of 9: papers 601 to 700 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.

• A Novel Statistical Measure for Out-of-Distribution Detection in Data Quality Assurance
  12 Oct 2023 0 repositories listed
• Exploring Large Language Models for Multi-Modal Out-of-Distribution Detection
  12 Oct 2023 0 repositories listed
• Histogram- and Diffusion-Based Medical Out-of-Distribution Detection
  12 Oct 2023 0 repositories listed
• SEE-OoD: Supervised Exploration For Enhanced Out-of-Distribution Detection
  12 Oct 2023 0 repositories listed
• Understanding the Feature Norm for Out-of-Distribution Detection
  9 Oct 2023 0 repositories listed
• Learning A Disentangling Representation For PU Learning
  5 Oct 2023 0 repositories listed
• OpenPatch: a 3D patchwork for Out-Of-Distribution detection
  5 Oct 2023 0 repositories listed
• A Metacognitive Approach to Out-of-Distribution Detection for Segmentation
  4 Oct 2023 0 repositories listed
• You can have your ensemble and run it too -- Deep Ensembles Spread Over Time
  20 Sep 2023 0 repositories listed
• BEA: Revisiting anchor-based object detection DNN using Budding Ensemble Architecture
  14 Sep 2023 0 repositories listed
• Out of Distribution Detection via Domain-Informed Gaussian Process State Space Models
  13 Sep 2023 0 repositories listed
• HAct: Out-of-Distribution Detection with Neural Net Activation Histograms
  9 Sep 2023 0 repositories listed
• Probabilistic Self-supervised Learning via Scoring Rules Minimization
  5 Sep 2023 0 repositories listed
• Enhancing Automated and Early Detection of Alzheimer's Disease Using Out-Of-Distribution Detection
  4 Sep 2023 0 repositories listed
• Improving Out-of-Distribution Detection in Echocardiographic View Classication through Enhancing Semantic Features
  31 Aug 2023 0 repositories listed
• Diversified Ensemble of Independent Sub-Networks for Robust Self-Supervised Representation Learning
  28 Aug 2023 0 repositories listed
• Out-of-distribution detection using normalizing flows on the data manifold
  26 Aug 2023 0 repositories listed
• Graph Neural Stochastic Differential Equations
  23 Aug 2023 0 repositories listed
• Hierarchical Uncertainty Estimation for Medical Image Segmentation Networks
  16 Aug 2023 0 repositories listed
• Unsupervised Out-of-Distribution Dialect Detection with Mahalanobis Distance
  9 Aug 2023 0 repositories listed
• Dynamic Model Agnostic Reliability Evaluation of Machine-Learning Methods Integrated in Instrumentation & Control Systems
  8 Aug 2023 0 repositories listed
• MSAC: Multiple Speech Attribute Control Method for Reliable Speech Emotion Recognition
  8 Aug 2023 0 repositories listed
• Redesigning Out-of-Distribution Detection on 3D Medical Images
  7 Aug 2023 0 repositories listed
• DIVERSIFY: A General Framework for Time Series Out-of-distribution Detection and Generalization
  4 Aug 2023 0 repositories listed
• A Probabilistic Approach to Self-Supervised Learning using Cyclical Stochastic Gradient MCMC
  2 Aug 2023 0 repositories listed
• Three Factors to Improve Out-of-Distribution Detection
  2 Aug 2023 0 repositories listed
• GradOrth: A Simple yet Efficient Out-of-Distribution Detection with Orthogonal Projection of Gradients
  1 Aug 2023 0 repositories listed
• MIM-OOD: Generative Masked Image Modelling for Out-of-Distribution Detection in Medical Images
  27 Jul 2023 0 repositories listed
• HOOD: Real-Time Human Presence and Out-of-Distribution Detection Using FMCW Radar
  24 Jul 2023 0 repositories listed
• A Holistic Assessment of the Reliability of Machine Learning Systems
  20 Jul 2023 0 repositories listed
• Pseudo Outlier Exposure for Out-of-Distribution Detection using Pretrained Transformers
  18 Jul 2023 0 repositories listed
• Reject option models comprising out-of-distribution detection
  11 Jul 2023 0 repositories listed
• StyleGAN2-based Out-of-Distribution Detection for Medical Imaging
  10 Jul 2023 0 repositories listed
• Image Background Serves as Good Proxy for Out-of-distribution Data
  2 Jul 2023 0 repositories listed
• Limitations of Out-of-Distribution Detection in 3D Medical Image Segmentation
  23 Jun 2023 0 repositories listed
• DiffAug: A Diffuse-and-Denoise Augmentation for Training Robust Classifiers
  15 Jun 2023 0 repositories listed
• Learning Unnormalized Statistical Models via Compositional Optimization
  13 Jun 2023 0 repositories listed
• How Does Fine-Tuning Impact Out-of-Distribution Detection for Vision-Language Models?
  9 Jun 2023 0 repositories listed
• Exploring Simple, High Quality Out-of-Distribution Detection with L2 Normalization
  7 Jun 2023 0 repositories listed
• SR-OOD: Out-of-Distribution Detection via Sample Repairing
  26 May 2023 0 repositories listed
• Logit-Based Ensemble Distribution Distillation for Robust Autoregressive Sequence Uncertainties
  17 May 2023 0 repositories listed
• Out-of-Distribution Detection for Adaptive Computer Vision
  16 May 2023 0 repositories listed
• Uncertainty Estimation and Out-of-Distribution Detection for Deep Learning-Based Image Reconstruction using the Local Lipschitz
  12 May 2023 0 repositories listed
• A Survey on Out-of-Distribution Detection in NLP
  5 May 2023 0 repositories listed
• Out-of-distribution detection algorithms for robust insect classification
  2 May 2023 0 repositories listed
• Learning Sample Difficulty from Pre-trained Models for Reliable Prediction
  20 Apr 2023 0 repositories listed
• Unified Out-Of-Distribution Detection: A Model-Specific Perspective
  13 Apr 2023 0 repositories listed
• Deep Anti-Regularized Ensembles provide reliable out-of-distribution uncertainty quantification
  8 Apr 2023 0 repositories listed
• Beyond Unimodal: Generalising Neural Processes for Multimodal Uncertainty Estimation
  4 Apr 2023 0 repositories listed
• Non-Generative Energy Based Models
  3 Apr 2023 0 repositories listed
• Establishing baselines and introducing TernaryMixOE for fine-grained out-of-distribution detection
  30 Mar 2023 0 repositories listed
• Nearest Neighbor Based Out-of-Distribution Detection in Remote Sensing Scene Classification
  29 Mar 2023 0 repositories listed
• A Global Model Approach to Robust Few-Shot SAR Automatic Target Recognition
  20 Mar 2023 0 repositories listed
• InPL: Pseudo-labeling the Inliers First for Imbalanced Semi-supervised Learning
  13 Mar 2023 0 repositories listed
• MCROOD: Multi-Class Radar Out-Of-Distribution Detection
  10 Mar 2023 0 repositories listed
• Predicted Embedding Power Regression for Large-Scale Out-of-Distribution Detection
  7 Mar 2023 0 repositories listed
• How to Construct Energy for Images? Denoising Autoencoder Can Be Energy Based Model
  5 Mar 2023 0 repositories listed
• Average of Pruning: Improving Performance and Stability of Out-of-Distribution Detection
  2 Mar 2023 0 repositories listed
• Reconstruction-based Out-of-Distribution Detection for Short-Range FMCW Radar
  27 Feb 2023 0 repositories listed
• VRA: Variational Rectified Activation for Out-of-distribution Detection
  23 Feb 2023 0 repositories listed
• Steerable Equivariant Representation Learning
  22 Feb 2023 0 repositories listed
• MalProtect: Stateful Defense Against Adversarial Query Attacks in ML-based Malware Detection
  21 Feb 2023 0 repositories listed
• Variational Boosted Soft Trees
  21 Feb 2023 0 repositories listed
• Unsupervised Evaluation of Out-of-distribution Detection: A Data-centric Perspective
  16 Feb 2023 0 repositories listed
• Uncertainty-Estimation with Normalized Logits for Out-of-Distribution Detection
  15 Feb 2023 0 repositories listed
• Robustness to Spurious Correlations Improves Semantic Out-of-Distribution Detection
  8 Feb 2023 0 repositories listed
• Cluster-aware Contrastive Learning for Unsupervised Out-of-distribution Detection
  6 Feb 2023 0 repositories listed
• Plugin estimators for selective classification with out-of-distribution detection
  29 Jan 2023 0 repositories listed
• A Data-Centric Approach for Improving Adversarial Training Through the Lens of Out-of-Distribution Detection
  25 Jan 2023 0 repositories listed
• Interpretable Out-Of-Distribution Detection Using Pattern Identification
  24 Jan 2023 0 repositories listed
• A Multi-Scale Framework for Out-of-Distribution Detection in Dermoscopic Images
  18 Jan 2023 0 repositories listed
• Decoupling MaxLogit for Out-of-Distribution Detection
  1 Jan 2023 0 repositories listed
• Probabilistic Knowledge Distillation of Face Ensembles
  1 Jan 2023 0 repositories listed
• Simple and Effective Out-of-Distribution Detection via Cosine-based Softmax Loss
  1 Jan 2023 0 repositories listed
• Out-of-Distribution Detection with Reconstruction Error and Typicality-based Penalty
  24 Dec 2022 0 repositories listed
• Runtime Monitoring for Out-of-Distribution Detection in Object Detection Neural Networks
  15 Dec 2022 0 repositories listed
• Rethinking Out-of-Distribution Detection From a Human-Centric Perspective
  30 Nov 2022 0 repositories listed
• Out-Of-Distribution Detection Is Not All You Need
  29 Nov 2022 0 repositories listed
• Diffusion Denoising Process for Perceptron Bias in Out-of-distribution Detection
  21 Nov 2022 0 repositories listed
• A Benchmark for Out of Distribution Detection in Point Cloud 3D Semantic Segmentation
  11 Nov 2022 0 repositories listed
• Disentangled Uncertainty and Out of Distribution Detection in Medical Generative Models
  11 Nov 2022 0 repositories listed
• Improving Uncertainty-based Out-of-Distribution Detection for Medical Image Segmentation
  10 Nov 2022 0 repositories listed
• Interpreting deep learning output for out-of-distribution detection
  7 Nov 2022 0 repositories listed
• Understanding the properties and limitations of contrastive learning for Out-of-Distribution detection
  6 Nov 2022 0 repositories listed
• Is Out-of-Distribution Detection Learnable?
  26 Oct 2022 0 repositories listed
• Bridging Machine Learning and Sciences: Opportunities and Challenges
  24 Oct 2022 0 repositories listed
• Uncertainty estimation for out-of-distribution detection in computational histopathology
  18 Oct 2022 0 repositories listed
• Uncertainty in Extreme Multi-label Classification
  18 Oct 2022 0 repositories listed
• Boosting Out-of-distribution Detection with Typical Features
  9 Oct 2022 0 repositories listed
• AI-Driven Road Maintenance Inspection v2: Reducing Data Dependency & Quantifying Road Damage
  7 Oct 2022 0 repositories listed
• Out-of-Distribution Detection and Selective Generation for Conditional Language Models
  30 Sep 2022 0 repositories listed
• Out-of-Distribution Detection for LiDAR-based 3D Object Detection
  28 Sep 2022 0 repositories listed
• A Comprehensive Review of Trends, Applications and Challenges In Out-of-Distribution Detection
  26 Sep 2022 0 repositories listed
• Raising the Bar on the Evaluation of Out-of-Distribution Detection
  24 Sep 2022 0 repositories listed
• Two-stage Modeling for Prediction with Confidence
  19 Sep 2022 0 repositories listed
• Linking Neural Collapse and L2 Normalization with Improved Out-of-Distribution Detection in Deep Neural Networks
  17 Sep 2022 0 repositories listed
• Topological Structure Learning for Weakly-Supervised Out-of-Distribution Detection
  16 Sep 2022 0 repositories listed
• SmOOD: Smoothness-based Out-of-Distribution Detection Approach for Surrogate Neural Networks in Aircraft Design
  7 Sep 2022 0 repositories listed
• Improving Out-of-Distribution Detection via Epistemic Uncertainty Adversarial Training
  5 Sep 2022 0 repositories listed
• Towards In-distribution Compatibility in Out-of-distribution Detection
  29 Aug 2022 0 repositories listed