Paper Citation Record · LEDGER

Improving Out-of-Distribution Detection with Markov Logic Networks

As of 8 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2506.04241.

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

pith.paper-citation-record.v1
2506.04241 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:16:42.997576Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

41 of 41 outbound references displayed

verified exact0
verified fuzzy29
unresolved12
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7b60026a-c617-437e-850d-897cf60efce1 · outbound

This paper cites write newline.

Improving Out-of-Distribution Detection with Markov Logic Networks write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T13:16:39.951422Z

Source-reported events for the cited work

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Observation fbaca4fd-c50d-4976-97ba-451fe691440e · outbound

This paper cites write newline.

Improving Out-of-Distribution Detection with Markov Logic Networks write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T13:16:40.038185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b986b2f4-2913-466a-8899-4268160fd860 · outbound

This paper cites R., d Avila Garcez, A., Bader, S., Bowman, H., Domingos, P., Hitzler, P., K \"u hnberger, K.-U., Lamb, L.

Improving Out-of-Distribution Detection with Markov Logic Networks R., d Avila Garcez, A., Bader, S., Bowman, H., Domingos, P., Hitzler, P., K \"u hnberger, K.-U., Lamb, L

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:16:48.465612Z

Source-reported events for the cited work

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Observation 47dd1a3f-b9ac-4923-a0af-369a3b291782 · outbound

This paper cites Unreproducible research is reproducible.

Improving Out-of-Distribution Detection with Markov Logic Networks Unreproducible research is reproducible

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:16:48.313115Z

Source-reported events for the cited work

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Observation df833090-d8ae-41c1-83b3-c6e637ab6b2d · outbound

This paper cites Describing textures in the wild.

Improving Out-of-Distribution Detection with Markov Logic Networks Describing textures in the wild

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:16:48.133317Z

Source-reported events for the cited work

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Observation 790e6147-ab3e-4284-9f74-d1a7327867ed · outbound

This paper cites R., G \"u nther, M., and Boult, T.

Improving Out-of-Distribution Detection with Markov Logic Networks R., G \"u nther, M., and Boult, T

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:16:47.954830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5030c390-6e91-4393-b608-585e61df87b4 · outbound

This paper cites Extremely simple activation shaping for out-of-distribution detection.

Improving Out-of-Distribution Detection with Markov Logic Networks Extremely simple activation shaping for out-of-distribution detection

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:16:47.846704Z

Source-reported events for the cited work

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Observation f1d94075-f2ba-402e-9dd9-0d504c902d95 · outbound

This paper cites An image is worth 16x16 words: Transformers for image recognition at scale.

Improving Out-of-Distribution Detection with Markov Logic Networks An image is worth 16x16 words: Transformers for image recognition at scale

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:16:47.688238Z

Source-reported events for the cited work

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Observation abfc373b-1881-43bb-b224-afa6449f6d21 · outbound

This paper cites and Ghahramani, Z.

Improving Out-of-Distribution Detection with Markov Logic Networks and Ghahramani, Z

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:16:47.523705Z

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Observation f2d0457b-cdcc-4423-9e9f-c00850173acf · outbound

This paper cites Deep residual learning for image recognition.

Improving Out-of-Distribution Detection with Markov Logic Networks Deep residual learning for image recognition

Reference 10

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Source-reported events for the cited work

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Observation 7ae5c4e4-5603-4d56-88d6-d1ab4acd141b · outbound

This paper cites Mask R-CNN.

Improving Out-of-Distribution Detection with Markov Logic Networks Mask R-CNN

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:16:47.389822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ec1a59cd-4c11-43aa-9b97-4a61c5861020 · outbound

This paper cites and Gimpel, K.

Improving Out-of-Distribution Detection with Markov Logic Networks and Gimpel, K

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:16:47.226820Z

Source-reported events for the cited work

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Observation acc2952e-e303-4727-8a21-2cbd54ee5e33 · outbound

This paper cites Deep anomaly detection with outlier exposure.

Improving Out-of-Distribution Detection with Markov Logic Networks Deep anomaly detection with outlier exposure

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:16:47.071844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 97363e50-32ca-4013-90ad-43f61df4b51f · outbound

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

Improving Out-of-Distribution Detection with Markov Logic Networks Scaling out-of-distribution detection for real-world settings

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:16:46.772299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d49f531b-2088-4dee-88f0-4f6ddf4f4634 · outbound

This paper cites PyTorch-OOD : A library for out-of-distribution detection based on PyTorch.

Improving Out-of-Distribution Detection with Markov Logic Networks PyTorch-OOD : A library for out-of-distribution detection based on PyTorch

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:16:46.461226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d0cdb711-6df1-40cd-ab14-7459ed60a08a · outbound

This paper cites Out-of-distribution detection with logical reasoning.

Improving Out-of-Distribution Detection with Markov Logic Networks Out-of-distribution detection with logical reasoning

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:16:46.126263Z

Source-reported events for the cited work

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Observation 92ac86e5-7ab0-4653-b183-358f84d0aaea · outbound

This paper cites Simple and scalable predictive uncertainty estimation using deep ensembles.

Improving Out-of-Distribution Detection with Markov Logic Networks Simple and scalable predictive uncertainty estimation using deep ensembles

Reference 17

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Source-reported events for the cited work

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Observation 8caed2c9-73b8-4854-822a-fbb682234b8e · outbound

This paper cites Deep learning.

Improving Out-of-Distribution Detection with Markov Logic Networks Deep learning

Reference 18

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Source-reported events for the cited work

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Observation 74e5fe2e-f112-404a-9f88-c16886b334f7 · outbound

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

Improving Out-of-Distribution Detection with Markov Logic Networks A simple unified framework for detecting out-of-distribution samples and adversarial attacks

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:16:45.751657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a4e04364-7b87-495f-902d-1ee8b5238ae9 · outbound

This paper cites R., and Hand, E.

Improving Out-of-Distribution Detection with Markov Logic Networks R., and Hand, E

Reference 20

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Source-reported events for the cited work

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Observation af04f43f-6135-47dd-b3dd-b8cf7131eabe · outbound

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

Improving Out-of-Distribution Detection with Markov Logic Networks Energy-based out-of-distribution detection

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:16:45.262580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 285ac020-5d42-4d91-a1b7-c9f3e4621161 · outbound

This paper cites Deep learning face attributes in the wild.

Improving Out-of-Distribution Detection with Markov Logic Networks Deep learning face attributes in the wild

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:16:45.026769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 75f6d9a1-e9a0-48e1-95be-51f5ae2317e9 · outbound

This paper cites A convnet for the 2020s.

Improving Out-of-Distribution Detection with Markov Logic Networks A convnet for the 2020s

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:16:44.881792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5b9d5ed3-6c29-49cc-88b7-1e8016e0b1ad · outbound

This paper cites and Hutter, F.

Improving Out-of-Distribution Detection with Markov Logic Networks and Hutter, F

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:16:44.719088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 40e4bae2-62b6-4ae6-947a-a048b3cf6064 · outbound

This paper cites Out-of-Distribution Detection: A Task-Oriented Survey of Recent Advances.

Improving Out-of-Distribution Detection with Markov Logic Networks Out-of-Distribution Detection: A Task-Oriented Survey of Recent Advances

Reference 25

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Source-reported events for the cited work

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Observation 74e90a68-d950-447e-ac70-95fe23f91097 · outbound

This paper cites Deep neural networks are easily fooled: High confidence predictions for unrecognizable images.

Improving Out-of-Distribution Detection with Markov Logic Networks Deep neural networks are easily fooled: High confidence predictions for unrecognizable images

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:16:44.569728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 456b73ce-9792-4229-9732-dc85c97f0a5c · outbound

This paper cites and Domingos, P.

Improving Out-of-Distribution Detection with Markov Logic Networks and Domingos, P

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:16:44.425418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 02d1a578-32fe-4029-a5df-f06c8ab99077 · outbound

This paper cites U-Ne t: Convolutional networks for biomedical image segmentation.

Improving Out-of-Distribution Detection with Markov Logic Networks U-Ne t: Convolutional networks for biomedical image segmentation

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:16:44.279437Z

Source-reported events for the cited work

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Observation c95663be-f28e-4535-8026-849ca3a1b7fb · outbound

This paper cites Imagenet large scale visual recognition challenge.

Improving Out-of-Distribution Detection with Markov Logic Networks Imagenet large scale visual recognition challenge

Reference 29

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Source-reported events for the cited work

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Observation 603527d4-49a0-422a-ae99-0a714cb64f6a · outbound

This paper cites Deep learning in neural networks: An overview.

Improving Out-of-Distribution Detection with Markov Logic Networks Deep learning in neural networks: An overview

Reference 30

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fba243c6-3226-4812-b0e3-8bec212cde82 · outbound

This paper cites an unresolved cited work.

Improving Out-of-Distribution Detection with Markov Logic Networks Unresolved cited work

Reference 31

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Source-reported events for the cited work

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Observation 32c6bc8f-9823-40cc-bfb8-f64fb44bf7f5 · outbound

This paper cites and Dinneen, M.

Improving Out-of-Distribution Detection with Markov Logic Networks and Dinneen, M

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:16:43.997551Z

Source-reported events for the cited work

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Observation 8613dca0-fd87-4677-b092-b8b4074b9d1a · outbound

This paper cites and Li, Y.

Improving Out-of-Distribution Detection with Markov Logic Networks and Li, Y

Reference 33

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Source-reported events for the cited work

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Observation 748f01a3-bd9c-466f-828e-6c9a76ff848a · outbound

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

Improving Out-of-Distribution Detection with Markov Logic Networks React: Out-of-distribution detection with rectified activations

Reference 34

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Source-reported events for the cited work

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Observation e8201547-7742-44b4-beb8-138920a92ca9 · outbound

This paper cites The INaturalist species classification and detection dataset.

Improving Out-of-Distribution Detection with Markov Logic Networks The INaturalist species classification and detection dataset

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:16:43.862246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2cf925f9-5ac8-4cda-a20a-a220f3f9fc1e · outbound

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

Improving Out-of-Distribution Detection with Markov Logic Networks Vim: Out-of-distribution with virtual-logit matching

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:16:43.719791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2d6d35e6-c4ad-4b14-af7e-4da3bd19fbc6 · outbound

This paper cites Generalized out-of-distribution detection: A survey.

Improving Out-of-Distribution Detection with Markov Logic Networks Generalized out-of-distribution detection: A survey

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:16:43.565294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8db00565-ac9a-408f-86d7-bab3169996d5 · outbound

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

Improving Out-of-Distribution Detection with Markov Logic Networks LSUN: Construction of a Large-scale Image Dataset using Deep Learning with Humans in the Loop

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T13:16:42.721178Z

Source-reported events for the cited work

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Observation 13c27eea-0ae3-4ffa-bf53-a65e64e2268c · outbound

This paper cites and Komodakis, N.

Improving Out-of-Distribution Detection with Markov Logic Networks and Komodakis, N

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:16:43.373669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5d50b9bb-ddf4-4c6e-8350-74ab003be18b · outbound

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

Improving Out-of-Distribution Detection with Markov Logic Networks Out-of-distribution detection based on in-distribution data patterns memorization with modern hopfield energy

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:16:43.233578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 93e9d211-0b67-4667-99d3-7c449a6cfb5c · outbound

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

Improving Out-of-Distribution Detection with Markov Logic Networks Places: A 10 million image database for scene recognition

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T13:16:42.997576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.