Paper Citation Record · LEDGER

Taylor Outlier Exposure

As of 19 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 1 inbound Pith citation observation for arXiv:2412.07219.

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

pith.paper-citation-record.v1
2412.07219 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T19:01:50.805371Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-26T09:11:53.740246Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T09:59:45.912937Z

Reference resolution

37 of 37 outbound references displayed

verified exact0
verified fuzzy31
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 326bd700-7ee4-431c-ab93-a402805c0838 · outbound

This paper cites Atom: Robustifying out-of-distribution detection using outlier mining.

Taylor Outlier Exposure Atom: Robustifying out-of-distribution detection using outlier mining

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:01:51.864387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3fe1f50b-376f-488f-b76f-7e55834d8d0e · outbound

This paper cites Describing textures in the wild.

Taylor Outlier Exposure Describing textures in the wild

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:50.520964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 947e77fd-9a08-4481-a236-a4f0b32fcabc · outbound

This paper cites Learning Confidence for Out-of-Distribution Detection in Neural Networks.

Taylor Outlier Exposure Learning Confidence for Out-of-Distribution Detection in Neural Networks

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:50.529621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04421c4e-4e74-4805-b962-bc57e7503b7c · outbound

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

Taylor Outlier Exposure Extremely Simple Activation Shaping for Out-of-Distribution Detection

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:50.535287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 545a07c6-cb42-43ac-aa29-7529eb64ab7b · outbound

This paper cites V os: Learning what you don’t know by virtual outlier synthesis.

Taylor Outlier Exposure V os: Learning what you don’t know by virtual outlier synthesis

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:01:51.804799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 04eb71ed-891b-4dd1-903f-f774642f2fdc · outbound

This paper cites Dream the impossible: Outlier imagination with diffusion models.

Taylor Outlier Exposure Dream the impossible: Outlier imagination with diffusion models

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:01:51.778626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 835ec69c-1a3d-4eb7-adba-c9cf50665b3b · outbound

This paper cites Can cross entropy loss be robust to label noise? In IJCAI, pages 2206–2212, 2021.

Taylor Outlier Exposure Can cross entropy loss be robust to label noise? In IJCAI, pages 2206–2212, 2021

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:01:51.742062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a92e22d3-d467-430b-ae01-08368d417623 · outbound

This paper cites A baseline for detect- ing misclassified and out-of-distribution examples in neural networks.

Taylor Outlier Exposure A baseline for detect- ing misclassified and out-of-distribution examples in neural networks

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:01:51.710046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9f9f1b0d-4986-44a3-b2a0-7845c522afa1 · outbound

This paper cites Deep anomaly detection with outlier exposure.

Taylor Outlier Exposure Deep anomaly detection with outlier exposure

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:01:51.681040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 95719457-104e-4747-b0f5-56b844a8cedc · outbound

This paper cites Scaling out-of-distribution detection for real-world settings.

Taylor Outlier Exposure Scaling out-of-distribution detection for real-world settings

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:01:51.664467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 673982e8-499f-4ec5-bbed-75fc072d341d · outbound

This paper cites On the impor- tance of gradients for detecting distributional shifts in the wild.

Taylor Outlier Exposure On the impor- tance of gradients for detecting distributional shifts in the wild

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:01:51.639700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 198299b6-e0f5-494f-bd95-ddd9f0d84fc9 · outbound

This paper cites Robust estimation of a location parameter.

Taylor Outlier Exposure Robust estimation of a location parameter

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:01:51.607538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f5bb8474-ee2c-4902-ad1d-45c316c682a4 · outbound

This paper cites DOS: Diverse outlier sampling for out- of-distribution detection.

Taylor Outlier Exposure DOS: Diverse outlier sampling for out- of-distribution detection

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:01:51.568297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8cc1d35e-21c1-4ab2-b832-23effd3dd197 · outbound

This paper cites Training ood detectors in their natural habitats.

Taylor Outlier Exposure Training ood detectors in their natural habitats

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:01:51.552241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c6a3d83e-e1bb-4cb1-beeb-34d76672712f · outbound

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

Taylor Outlier Exposure Learning multiple layers of features from tiny images

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:01:51.522641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 597447e8-8c0e-4571-aea5-e71f4fdeb9eb · outbound

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

Taylor Outlier Exposure A simple unified framework for detecting out-of-distribution samples and adversarial attacks

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:01:51.492595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation dbf7a356-1c6d-4de3-b461-a8843ff2d47c · outbound

This paper cites Polyloss: A polynomial expansion perspective of classifica- tion loss functions.

Taylor Outlier Exposure Polyloss: A polynomial expansion perspective of classifica- tion loss functions

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:01:51.476802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2dcab317-5a8c-4946-962b-c2f2af14332e · outbound

This paper cites Background data resampling for outlier-aware classification.

Taylor Outlier Exposure Background data resampling for outlier-aware classification

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:01:51.448958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c59e6de8-260c-4ee3-9332-b29860b205d2 · outbound

This paper cites an unresolved cited work.

Taylor Outlier Exposure Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T19:01:51.428111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2154849e-5c8e-45d6-8302-e098a69bb712 · outbound

This paper cites Mood: Multi- level out-of-distribution detection.

Taylor Outlier Exposure Mood: Multi- level out-of-distribution detection

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:01:51.392313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f19132cb-50cd-4d55-8d2c-a874ff60caa9 · outbound

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

Taylor Outlier Exposure Energy-based out-of-distribution detection

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:01:51.347055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 28476501-68be-4ec9-9868-ccc65a8c73f6 · outbound

This paper cites Peer loss functions: Learning from noisy labels without knowing noise rates.

Taylor Outlier Exposure Peer loss functions: Learning from noisy labels without knowing noise rates

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:01:51.319061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 250b9a52-61d2-46ba-b2bc-86b6d682ce16 · outbound

This paper cites SGDR: Stochastic gradi- ent descent with warm restarts.

Taylor Outlier Exposure SGDR: Stochastic gradi- ent descent with warm restarts

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:01:51.296211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6391f663-0da2-4138-82fd-a4ac1f893dc1 · outbound

This paper cites Poem: Out-of- distribution detection with posterior sampling.

Taylor Outlier Exposure Poem: Out-of- distribution detection with posterior sampling

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:01:51.272999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6dcc7818-52bb-4ef8-9541-622d8c2c0fee · outbound

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

Taylor Outlier Exposure Reading digits in natural images with unsupervised feature learning

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:01:51.250519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation efaa08b1-a1c2-4207-88d5-1aa620f8daa5 · outbound

This paper cites Gradient-regularized out-of- distribution detection.

Taylor Outlier Exposure Gradient-regularized out-of- distribution detection

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:01:51.229079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1d1adcaa-0f85-43ad-9885-553ee59778df · outbound

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

Taylor Outlier Exposure Dice: Leveraging sparsification for out-of-distribution detection

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:01:51.191364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bb07a881-0ebd-4513-b5fb-839bf3e2acdd · outbound

This paper cites Non- parametric outlier synthesis.

Taylor Outlier Exposure Non- parametric outlier synthesis

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:01:51.165646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2774c2d4-f52e-4c6c-a32e-bebb43902259 · outbound

This paper cites Out-of- distribution detection with implicit outlier transformation.

Taylor Outlier Exposure Out-of- distribution detection with implicit outlier transformation

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:01:51.151832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cce1bba4-908b-4c92-b9fb-affd46527175 · outbound

This paper cites Mitigating neural network overconfidence with logit normalization.

Taylor Outlier Exposure Mitigating neural network overconfidence with logit normalization

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:01:51.116359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ba40a2d0-a47c-4e85-acd6-badd0c0a0f0c · outbound

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

Taylor Outlier Exposure TurkerGaze: Crowdsourcing Saliency with Webcam based Eye Tracking

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:50.745422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77965c9b-8639-493f-90e1-481a74de2dc7 · outbound

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

Taylor Outlier Exposure LSUN: Construction of a Large-scale Image Dataset using Deep Learning with Humans in the Loop

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T19:01:50.756064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0675c33e-7096-4610-9f49-bf57fe1e8e81 · outbound

This paper cites Wide residual net- works.

Taylor Outlier Exposure Wide residual net- works

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:01:51.091033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4562a4a3-9e33-46d3-8301-70be83efa89d · outbound

This paper cites Mixture outlier exposure: Towards out-of-distribution detection in fine-grained environments.

Taylor Outlier Exposure Mixture outlier exposure: Towards out-of-distribution detection in fine-grained environments

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:01:51.067687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fb235428-4ea3-4b85-91a4-99c399b84963 · outbound

This paper cites Generalized cross entropy loss for training deep neural networks with noisy labels.

Taylor Outlier Exposure Generalized cross entropy loss for training deep neural networks with noisy labels

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:01:51.040368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 33026f2c-143c-4eb8-8dad-96f96926884c · outbound

This paper cites Places: A 10 million image database for scene recognition.

Taylor Outlier Exposure Places: A 10 million image database for scene recognition

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:01:51.013817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e629c6e6-60c7-436d-b320-61ce26c56a7e · outbound

This paper cites Diversified outlier ex- posure for out-of-distribution detection via informative ex- trapolation.

Taylor Outlier Exposure Diversified outlier ex- posure for out-of-distribution detection via informative ex- trapolation

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:01:50.986562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation 296bcfa3-0d77-4836-a3a4-3c0748514e33 · inbound

Polynomial Dice Loss for Medical Image Segmentation cites this paper.

Polynomial Dice Loss for Medical Image Segmentation Taylor Outlier Exposure

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-07-04T09:59:45.914680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.