Paper Citation Record · LEDGER

Multi-Method Ensemble for Out-of-Distribution Detection

As of 9 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2508.21463.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2508.21463 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T14:25:14.019765Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

40 of 40 outbound references displayed

verified exact1
verified fuzzy24
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 88e75424-8294-42da-a179-3eee1f02bfe3 · outbound

This paper cites In or Out? Fixing ImageNet Out-of-Distribution Detection Evaluation.

Multi-Method Ensemble for Out-of-Distribution Detection In or Out? Fixing ImageNet Out-of-Distribution Detection Evaluation

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-05T14:25:14.438112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fd53122d-2bab-48cb-bab7-7dbb34a4a676 · outbound

This paper cites Neat: Neural attention fields for end-to-end autonomous driving.

Multi-Method Ensemble for Out-of-Distribution Detection Neat: Neural attention fields for end-to-end autonomous driving

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:25:17.842143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a3d6d00b-e0c0-47a1-ac35-2119c3acbead · outbound

This paper cites Describing textures in the wild.

Multi-Method Ensemble for Out-of-Distribution Detection Describing textures in the wild

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T14:25:10.713937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11f11696-4235-47ee-b712-94058b7cbc45 · outbound

This paper cites Extremely Simple Activation Shaping for Out-of-Distribution Detection.

Multi-Method Ensemble for Out-of-Distribution Detection Extremely Simple Activation Shaping for Out-of-Distribution Detection

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T14:25:10.758402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5be7b050-0b9c-4142-859b-46e54a17cdbd · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Multi-Method Ensemble for Out-of-Distribution Detection An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T14:25:10.847091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa8c1d6a-7ba7-41ed-97c3-ec73e3faa938 · outbound

This paper cites Revisit pca-based technique for out-of-distribution detection.

Multi-Method Ensemble for Out-of-Distribution Detection Revisit pca-based technique for out-of-distribution detection

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:25:17.754950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 77d762ad-7551-4fb2-a43f-803adb3b0358 · outbound

This paper cites Why relu networks yield high-confidence predictions far away from the training data and how to mitigate the problem.

Multi-Method Ensemble for Out-of-Distribution Detection Why relu networks yield high-confidence predictions far away from the training data and how to mitigate the problem

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:25:17.639019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e4c79989-d413-455d-8536-41d85063c648 · outbound

This paper cites A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks.

Multi-Method Ensemble for Out-of-Distribution Detection A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T14:25:11.106014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 138dc735-8575-4164-baea-1820382a58a7 · outbound

This paper cites Scaling Out-of-Distribution Detection for Real-World Settings.

Multi-Method Ensemble for Out-of-Distribution Detection Scaling Out-of-Distribution Detection for Real-World Settings

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T14:25:11.171161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea048da7-9327-49f2-9088-0b5217a4c6d1 · outbound

This paper cites Densely connected convolutional networks.

Multi-Method Ensemble for Out-of-Distribution Detection Densely connected convolutional networks

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T14:25:11.242701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e64f9ff9-2bc9-4c8a-bdb9-057a51a7f831 · outbound

This paper cites Big transfer (bit): General visual representation learning.

Multi-Method Ensemble for Out-of-Distribution Detection Big transfer (bit): General visual representation learning

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:25:17.521110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 63a956a6-7f27-4e81-930b-e19c6f990868 · outbound

This paper cites Learning multiple layers of features from tiny images.

Multi-Method Ensemble for Out-of-Distribution Detection Learning multiple layers of features from tiny images

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T14:25:11.413320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b950b0b7-d298-48c9-bf96-47d8238db0c5 · outbound

This paper cites A simple unified framework for detecting out-of-distribution samples and adversarial attacks.

Multi-Method Ensemble for Out-of-Distribution Detection A simple unified framework for detecting out-of-distribution samples and adversarial attacks

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T14:25:11.495955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69bc5774-9789-48c8-a50d-e8cc0d3c5245 · outbound

This paper cites Enhancing The Reliability of Out-of-distribution Image Detection in Neural Networks.

Multi-Method Ensemble for Out-of-Distribution Detection Enhancing The Reliability of Out-of-distribution Image Detection in Neural Networks

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T14:25:11.591255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c61878a-dcd0-49ac-bb31-7b30161e4c24 · outbound

This paper cites Fast Decision Boundary based Out-of-Distribution Detector.

Multi-Method Ensemble for Out-of-Distribution Detection Fast Decision Boundary based Out-of-Distribution Detector

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T14:25:11.663598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05eba78c-cc7e-4fe3-b1da-6ff1b008c563 · outbound

This paper cites Energy-based out-of- distribution detection.

Multi-Method Ensemble for Out-of-Distribution Detection Energy-based out-of- distribution detection

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:25:17.364461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 659965a4-dd23-455a-8c56-05e334fa81f7 · outbound

This paper cites Gen: Pushing the limits of softmax-based out-of-distribution detection.

Multi-Method Ensemble for Out-of-Distribution Detection Gen: Pushing the limits of softmax-based out-of-distribution detection

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:25:17.223081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3eeb43e8-4ca7-48b5-b603-725ba333a18a · outbound

This paper cites Exploring uncertainty measures in deep networks for multiple sclerosis lesion detection and segmentation.

Multi-Method Ensemble for Out-of-Distribution Detection Exploring uncertainty measures in deep networks for multiple sclerosis lesion detection and segmentation

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:25:17.043760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4e85354d-22af-4baf-94d1-dd0c6d8ec9af · outbound

This paper cites Reading digits in natural images with unsupervised feature learning.

Multi-Method Ensemble for Out-of-Distribution Detection Reading digits in natural images with unsupervised feature learning

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:25:16.852483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 88f40976-3a6c-4abe-bf46-3a74434a30ab · outbound

This paper cites Nearest neighbor guid- ance for out-of-distribution detection.

Multi-Method Ensemble for Out-of-Distribution Detection Nearest neighbor guid- ance for out-of-distribution detection

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:25:16.696142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9f5d9b22-1058-4786-a033-4fe25278afe1 · outbound

This paper cites icarl: Incremental classifier and representation learning.

Multi-Method Ensemble for Out-of-Distribution Detection icarl: Incremental classifier and representation learning

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:25:16.541057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b58f25db-0349-46bd-81dc-405d8d9d8ac0 · outbound

This paper cites Imagenet large scale visual recognition challenge.

Multi-Method Ensemble for Out-of-Distribution Detection Imagenet large scale visual recognition challenge

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:25:16.378086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1efdbe8f-16b2-4b65-938f-68f76dae9f8e · outbound

This paper cites f-anogan: Fast unsupervised anomaly detection with generative ad- versarial networks.

Multi-Method Ensemble for Out-of-Distribution Detection f-anogan: Fast unsupervised anomaly detection with generative ad- versarial networks

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:25:16.230969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8d78028f-3431-484c-a571-be3a03215163 · outbound

This paper cites Dice: Leveraging sparsification for out-of-distribution de- tection.

Multi-Method Ensemble for Out-of-Distribution Detection Dice: Leveraging sparsification for out-of-distribution de- tection

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:25:16.097751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 969eb250-2d9c-49cc-9bc3-9a46b6d2b51a · outbound

This paper cites React: Out-of-distribution detection with rectified activations.

Multi-Method Ensemble for Out-of-Distribution Detection React: Out-of-distribution detection with rectified activations

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:25:15.921138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cddfa738-46cc-4393-8c0f-17f02f99cfd2 · outbound

This paper cites Out-of-distribution detection with deep nearest neighbors.

Multi-Method Ensemble for Out-of-Distribution Detection Out-of-distribution detection with deep nearest neighbors

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:25:15.764098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation dccea0b7-6693-4662-9154-722dee425f5d · outbound

This paper cites Appli- cations of machine learning in drug discovery and development.

Multi-Method Ensemble for Out-of-Distribution Detection Appli- cations of machine learning in drug discovery and development

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:25:15.605169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 344f3041-9f7a-4a17-b1cf-0caba473051f · outbound

This paper cites The inaturalist species classifica- tion and detection dataset.

Multi-Method Ensemble for Out-of-Distribution Detection The inaturalist species classifica- tion and detection dataset

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:25:15.443695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fff1e5d9-1d3f-4ba3-9655-c4e62fc9b89d · outbound

This paper cites Open-set recognition: A good closed-set classifier is all you need? 2021.

Multi-Method Ensemble for Out-of-Distribution Detection Open-set recognition: A good closed-set classifier is all you need? 2021

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T14:25:13.129743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e2c57a1-6478-4e03-9606-eb7d8c3ff236 · outbound

This paper cites Road anomaly detection by partial image reconstruction with segmenta- tion coupling.

Multi-Method Ensemble for Out-of-Distribution Detection Road anomaly detection by partial image reconstruction with segmenta- tion coupling

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:25:15.296201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b83d57a9-8ad9-485a-ba13-884cfa10b380 · outbound

This paper cites Vim: Out-of-distribution with virtual-logit matching.

Multi-Method Ensemble for Out-of-Distribution Detection Vim: Out-of-distribution with virtual-logit matching

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:25:15.171278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fc7225ef-6616-4198-b0df-1cd537b19f9a · outbound

This paper cites Sun database: Large-scale scene recognition from abbey to zoo.

Multi-Method Ensemble for Out-of-Distribution Detection Sun database: Large-scale scene recognition from abbey to zoo

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:25:15.017914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 10441236-e263-4b37-bc33-7cd8092c095a · outbound

This paper cites Scaling for Training Time and Post-hoc Out-of-distribution Detection Enhancement.

Multi-Method Ensemble for Out-of-Distribution Detection Scaling for Training Time and Post-hoc Out-of-distribution Detection Enhancement

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-05T14:25:13.556669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd228fcb-2b63-4cef-9ead-76323bdd9872 · outbound

This paper cites Vra: variational rectified activation for out-of-distribution detection.

Multi-Method Ensemble for Out-of-Distribution Detection Vra: variational rectified activation for out-of-distribution detection

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:25:14.953351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0530370d-efa8-45cd-8d8c-ff937b5fc7ae · outbound

This paper cites TurkerGaze: Crowdsourcing Saliency with Webcam based Eye Tracking.

Multi-Method Ensemble for Out-of-Distribution Detection TurkerGaze: Crowdsourcing Saliency with Webcam based Eye Tracking

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T14:25:13.704567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49f5f44d-a3dd-42c8-b2a5-5f162563351d · outbound

This paper cites Openood: Benchmarking generalized out-of-distribution detection.

Multi-Method Ensemble for Out-of-Distribution Detection Openood: Benchmarking generalized out-of-distribution detection

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:25:14.848345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f6780a23-8163-4171-8cd0-2ec4818960b2 · outbound

This paper cites LSUN: Construction of a Large-scale Image Dataset using Deep Learning with Humans in the Loop.

Multi-Method Ensemble for Out-of-Distribution Detection LSUN: Construction of a Large-scale Image Dataset using Deep Learning with Humans in the Loop

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-05T14:25:13.795971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56af6222-df9c-4932-8157-1d0aba2c3a70 · outbound

This paper cites OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection.

Multi-Method Ensemble for Out-of-Distribution Detection OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-05T14:25:13.852495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 712d5fca-9d60-40cf-add3-54dae77cea12 · outbound

This paper cites Out-of-distribution detection based on in-distribution data patterns mem- orization with modern hopfield energy.

Multi-Method Ensemble for Out-of-Distribution Detection Out-of-distribution detection based on in-distribution data patterns mem- orization with modern hopfield energy

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:25:14.725465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2c6aa05c-2548-4ee4-8ffd-26c008b5191f · outbound

This paper cites confident.

Multi-Method Ensemble for Out-of-Distribution Detection confident

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:25:14.595653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.