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Paper Citation Record · LEDGER

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection

As of 17 August 2026, this Paper Citation Record lists 92 of 92 outbound references and 0 inbound Pith citation observations for arXiv:2507.19847.

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

pith.paper-citation-record.v1
2507.19847 v2

Coverage vector

measured 92 of 92 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:05:46.672295Z

measured 92 of 92 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

92 of 92 outbound references displayed

  • verified exact1
  • verified fuzzy2
  • unresolved89
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b5bcd271-2179-44ff-b563-b936d365bff4 · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 1

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Observation 37045e2e-c77d-49f8-b818-f213f86140c3 · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 2

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Observation 133b0c6d-d0a7-4760-ae65-d9da9110d0e8 · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 3

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Observation fae1b476-ea91-45f1-8ed5-41006fc7c731 · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 4

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Observation 2ea7ca5f-9dab-489e-a483-4ca814a0279f · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 5

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Observation b045d1f0-932e-4899-852c-76e8b6094a27 · outbound

This paper cites Envisioning Outlier Exposure by Large Language Models for Out-of-Distribution Detection.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Envisioning Outlier Exposure by Large Language Models for Out-of-Distribution Detection

Reference 6

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Observation 9cd8e09f-ab16-4e3c-893b-d26d658984fa · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 7

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Observation 5a7a03e3-c611-45f5-93af-de0c4092306a · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 8

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Observation 1bc79044-216f-4527-afa7-5ac702d6f6a7 · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 9

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Observation 200bb299-3ae3-406b-8802-0a5841ea30e0 · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 10

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Observation f5e3a0aa-3813-499d-ad7d-786bba9acada · outbound

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

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Learning Confidence for Out-of-Distribution Detection in Neural Networks

Reference 11

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Observation 3ee148dd-f583-4257-a2cd-f37e81209fb2 · outbound

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

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Extremely Simple Activation Shaping for Out-of-Distribution Detection

Reference 12

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Observation c7b391ab-0ea9-4441-ac18-e3be9468b6cb · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 13

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Observation adb41639-92af-4480-8e9d-05a71810dcff · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 14

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Observation fc049a0e-468a-42f9-a57b-69f0855f5f18 · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 15

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Observation e1436287-47ef-4621-81cf-18be09806986 · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 16

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Observation 1831f14d-b1ef-4110-868d-50a6f7289be0 · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 17

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Observation d7c29c8a-5939-4d4c-806d-17ddbfcd5fca · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 18

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Observation 0ae8c887-65ec-4603-8443-723220670f5a · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 19

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Observation f91c09a5-b24b-44b2-9c4e-23913bfc2c23 · outbound

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

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks

Reference 20

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Observation 808fe98b-ef37-4a3d-8d89-6390216432f7 · outbound

This paper cites Pretrained Transformers Improve Out-of-Distribution Robustness.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Pretrained Transformers Improve Out-of-Distribution Robustness

Reference 21

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Observation 8b8829fa-2ffb-46f1-89ca-84fe07d29b75 · outbound

This paper cites Deep Anomaly Detection with Outlier Exposure.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Deep Anomaly Detection with Outlier Exposure

Reference 22

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Observation 3b5f176c-b17a-4ab5-a75d-e79606842305 · outbound

This paper cites AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty

Reference 23

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Observation 08685baf-3478-42a7-b805-d9d8887bb306 · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 24

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Observation d7be106d-9720-473e-9fe3-e5babdc63864 · outbound

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Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Distilling the Knowledge in a Neural Network

Reference 25

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Observation cf224d3d-3402-4b3b-96aa-10f45a868d89 · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 26

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 9e418d10-10c6-473d-a140-5ddd9107ab98 · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 27

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Observation 432e15c3-93a7-4664-a822-7bb3e2bc215b · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 28

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Observation 7778456c-ebd7-45fc-b7ac-34ebe19474ca · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 29

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Observation 49dc3b4b-1735-47c5-be18-2e2a2d13bc90 · outbound

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Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Negative Label Guided OOD Detection with Pretrained Vision-Language Models

Reference 30

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Observation 9c88500c-cc7d-4ae3-87cb-d062fcca983c · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 31

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Observation 137ba9a2-de62-4634-ac67-eb22d0688edd · outbound

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Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Adam: A Method for Stochastic Optimization

Reference 32

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Observation bad2d3b6-395b-426b-aa74-5c80e0536aa6 · outbound

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Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 33

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Observation df3648d6-a92c-4b3d-98e7-e72c477400f9 · outbound

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Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 34

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Observation 89fb0b2c-8c7d-4452-8d5c-62c4d7a484f8 · outbound

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Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 35

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Observation 81fcfbc5-fa26-4996-a1e2-5f4e62da56df · outbound

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Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 36

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Observation 2883ff27-7ab2-4791-a940-8a6addcb43cf · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 37

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Observation 4dca9047-a7cf-4eb0-82d6-0b02d28d28b5 · outbound

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

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Enhancing The Reliability of Out-of-distribution Image Detection in Neural Networks

Reference 38

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Observation 985c0132-9555-411c-b32e-d74bb0c62676 · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 39

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raw_fallback, observed 2026-08-06T14:05:47.781315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T14:05:46.428866Z digest=sha256:135b4ee0eb66edc9adaa7b77c27206005a406202a175a8645d5bb889514a35ec

Observation 4415f2d4-f3e2-41aa-ac7b-a0dc4bfbe90b · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:05:47.766049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T14:05:46.432908Z digest=sha256:cfacb1e0ab967fe7c9ad16921bac1256cd6316cd041de971ebec24f7418f511d

Observation 128c4dab-aca8-4b1e-94ab-ae85c4733601 · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:05:47.750176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T14:05:46.437065Z digest=sha256:e3169a246f10346c25ab7ea04283f6b810e8966d0b5e02ae695a1e117b3bbaf1

Observation 72fbb672-5eca-4306-be51-456616550317 · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:05:47.731007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T14:05:46.441634Z digest=sha256:81ab5e28cbc14a6ecf98dffff751dbe8f95aea732db39d5871868838736c0196

Observation ee1bfc6c-c8f8-46be-9ac0-87b90410c05f · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:05:47.710549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T14:05:46.445928Z digest=sha256:71a69f47ea0d7d76715cbdd71e4665e2392a8c5c98a4a63c897ed658b2736382

Observation 884f6b20-324b-4f8a-8d9a-d4e8123b91fb · outbound

This paper cites How to Exploit Hyperspherical Embeddings for Out-of-Distribution Detection?.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection How to Exploit Hyperspherical Embeddings for Out-of-Distribution Detection?

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-06T14:05:46.450675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:05:46.450675Z digest=sha256:565de855d1882b1c47ec31938cc2598b1448272d9fb8b932dd4abffdf0db1219

Observation b2ba0219-671e-4335-aff7-e46067964669 · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:05:47.691809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T14:05:46.455245Z digest=sha256:a7d3f2c2383ee94bed93c673e6c0c63da7467d20bf9425664c74927d3471e7d5

Observation 7587e5d0-8ba3-414c-b28b-1892d437c301 · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:05:47.673673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T14:05:46.459333Z digest=sha256:55dff65f88dacbb9a38de4821bd1c8b7673e9be2f81afb5ffb8480e6e1598030

Observation 1129c558-ab74-4470-8683-a81df72dd294 · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:05:47.656433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T14:05:46.463547Z digest=sha256:e02136351dd467cd9e8d798198f5226ff0495169d2f9c74545c2b118dc86fce1

Observation ac97e785-0bcf-4202-aefd-f3df93db06b9 · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:05:47.640440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T14:05:46.467819Z digest=sha256:dee8e5be45a5451fbe615a27760904c0e73fcfa6a3f703b1c466bd9ad489fa55

Observation 245ed293-a31a-467e-ac5c-c8b94aae6efe · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:05:47.604791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T14:05:46.477543Z digest=sha256:0f931bd98147be3e379dc673aa44593a4544d33a36e4c0964ca57a38c7c60d68

Observation bd297296-50f4-48b7-aa64-798cec1cf5c6 · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:05:47.585696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T14:05:46.481902Z digest=sha256:5edff97afae4e1e478930323dbc6e45a83ed2fac2b67536db10b7bea35e42d93

Observation a7178829-f0ea-4096-9e5e-d289911f16f9 · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-06T14:05:46.486667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:05:46.486667Z digest=sha256:3f73dd4bbe91d9e31be721a812c286133031692a0669f0cd112fb76d6c2205d4

Observation 9e9c1812-57b9-4baa-882b-87f8e685bb7b · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:05:47.554448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T14:05:46.491276Z digest=sha256:d0a38995f86ddbd6a0d27b294b67fccb55997eee4b816db3fe62a9a4063f17bc

Observation 8f332967-211b-4701-9c8f-86ff37956847 · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-06T14:05:46.495703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:05:46.495703Z digest=sha256:3d1ce116e7d5731a139258056d0129abf77ff202e1602577a554a41e62c55f84

Observation 9f940b82-0c4b-4c69-ad96-db04235ba77f · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-06T14:05:46.499850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:05:46.499850Z digest=sha256:21318e4cf4551396820a91d3311febe81ecdaafc67fe9a73bdf6aeafc3716ec6

Observation a4249ce7-46fd-464b-ac0e-1bdcaa101885 · outbound

This paper cites A Simple Fix to Mahalanobis Distance for Improving Near-OOD Detection.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection A Simple Fix to Mahalanobis Distance for Improving Near-OOD Detection

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-06T14:05:46.504356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:05:46.504356Z digest=sha256:a7b8d3d6222a872b312c4cf83b6aba77be56e107bfbf4a62570baf51a208f99d

Observation 10cc8fe7-035a-4dd2-a4a6-a16f952e1bac · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:05:47.512585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T14:05:46.509630Z digest=sha256:9626e2948d87abf0aa1c56d16056a674394a07e9bc62f1538c70947ae075370b

Observation 3249ba94-b0bf-4328-8f18-86095894805e · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:05:47.494850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T14:05:46.514049Z digest=sha256:b78ca0c25858893e773100acae6f9b81f66b24924d8f705d9b193e96bae4be86

Observation 0909a734-9065-4334-8fd2-641d00dcd8db · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:05:47.477364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T14:05:46.518872Z digest=sha256:d3af65ec5cb0b23d8407a0f6e1e1e1549caddb21b14ad2f2c7e5cbaece13c3f0

Observation eb8a541d-2cb8-44b9-9b3b-866ee005eb2f · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:05:47.461156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T14:05:46.523181Z digest=sha256:e8c72428ca699d311ce1e6d39d5ebb716c5e8378087bb2939fa869ba47371e9f

Observation 3bf3595c-f04a-4807-a4e3-ac281aa77523 · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:05:47.442567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T14:05:46.528626Z digest=sha256:c4df0f163701b0fd65bb7bcd8d79d187e4be262abf0bceb4ec23d5f5a34bd923

Observation 14af5ed3-dcd4-4b6f-890f-982ad2cbc850 · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:05:47.426246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T14:05:46.534448Z digest=sha256:e0acdfb4a0374e7670d3f5c47a8bbdad43ca25e40b395dd0d7d0be03fefec6fd

Observation 336cbfa9-7301-40b5-839c-df7aac9e58ca · outbound

This paper cites Non-Parametric Outlier Synthesis.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Non-Parametric Outlier Synthesis

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-06T14:05:46.538767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:05:46.538767Z digest=sha256:0de986b28ef559add36f4c9026789d6ce131da444b913f7261a0867477a3e0f0

Observation c658a741-3f54-440f-9d06-bdf2d84c43bb · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:05:47.409903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T14:05:46.543124Z digest=sha256:ed585ed5546a6390e344a668f17483d95d27854eb5552d80089369591aa337f0

Observation 0bdbcfbc-86e4-453d-abc5-f782d16b7d97 · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:05:47.387643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T14:05:46.547505Z digest=sha256:d217fb1e9dcc8e9850fa403de69d54ee46379f8676c788b6a919d79d1562a23d

Observation 2c915990-70ac-4882-947b-81923a0d93fc · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:05:47.368155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T14:05:46.552415Z digest=sha256:e8dc2f6962473083284d00cc7f159ac51dce195464145ed311da3365a31987bb

Observation 208263d0-20e8-487c-8447-7ed3f76a0dc8 · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-06T14:05:46.556595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:05:46.556595Z digest=sha256:2a072a864fd435ca66d33cbb9b3aef528f49538cb7e70ac8c416df93820772aa

Observation 354e8604-0293-4da6-bc67-d21e301b7196 · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:05:47.327374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T14:05:46.565470Z digest=sha256:fd4e0313f6a131e50c4de7067d875de4591dd5b75e45e71ac074feac19ef2f0a

Observation fbc21f4a-779b-482b-8488-796d4f4b8bc4 · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:05:47.311552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T14:05:46.570033Z digest=sha256:30e52f549a606272c330eef7fded8d8e372f64794908a4beacbd16872f146546

Observation 4cd242a5-4761-4570-a4d4-e0dccbd5a538 · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:05:47.292710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T14:05:46.576144Z digest=sha256:aebef8ce33c7f5eeec169f6aed488d9b3d9ec4d873e2df968033db91449f43af

Observation de04665f-0751-4f23-bce6-52ec25f69370 · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:05:47.276556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T14:05:46.580744Z digest=sha256:6501c66153ba1b5f9d8935cf791a51cb4b50f2fc4b75cb0c7d86f18871231878

Observation 0f0d58cf-4b70-457d-8f57-9b1772c42810 · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-06T14:05:46.584896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:05:46.584896Z digest=sha256:7d9956d0fc8a1fc35f8a28de818e47585fa7a902ec89877d90c31746da5a9c3e

Observation 87f2a344-16d0-4e3a-822a-c4695ae8516c · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:05:47.235000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T14:05:46.594739Z digest=sha256:95deb933506b28684c2475cd37058ea45602bb507175ea08b86e6442326e90b9

Observation 6dd449d4-6bef-423f-bf76-04309f381a2a · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:05:47.219210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T14:05:46.599063Z digest=sha256:27009524d01693aa489d2b2e393ddd31f8822f8103ac7384b17acefe0094e8c3

Observation becdf2be-13f9-4339-b0d0-c6cd254e0449 · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:05:47.200782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T14:05:46.603507Z digest=sha256:13330215cc26f327974e0560f34f98cb1496be1234942da7bbeff0833f297513

Observation b9160587-f21c-4b5b-b7eb-9fa46ce044b8 · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 75

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:05:47.181815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T14:05:46.607982Z digest=sha256:7a84bd94f00c737220341f9c47a7ef11831bd105bf62cb2cc5817ed7f983d268

Observation 9bd04a67-f5b8-4029-b944-7792abe1b772 · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-06T14:05:46.612981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:05:46.612981Z digest=sha256:b2da69370a9b41b7c491a41fcd93bddaec68f7235abede1aae5b3dbc65c6ddf4

Observation c0bd9f01-eba4-4778-b4de-3c832aa1e8a7 · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 77

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:05:47.154273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T14:05:46.617218Z digest=sha256:0bd5f8e58bb01ab6188207de3b54e5573d06e3b777e70945d676f34508319175

Observation 8a388418-193f-47bc-9148-172865052c3d · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 78

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 068ed4bc-6310-40d6-85bf-15d9bc1f5aa9 · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 79

Resolution
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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 6e29d98f-0252-4bf8-bc64-c223c39edc54 · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 80

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 76eda8c0-82b8-440b-a85e-d286b115aa43 · outbound

This paper cites LAPT: Label-driven Automated Prompt Tuning for OOD Detection with Vision-Language Models.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection LAPT: Label-driven Automated Prompt Tuning for OOD Detection with Vision-Language Models

Reference 81

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 09cbb7a9-df25-4334-9fb6-b26897eabb5c · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 82

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 2131cef9-7c92-49d7-85e2-e68f5a2ef373 · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 83

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 69073e72-64d7-4b2e-aa93-b93ece99be77 · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 84

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation eacbbf52-4cc6-4deb-a490-91c545b629e8 · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 85

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 779034a1-2705-40e6-89ba-89db71afa55d · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 86

Resolution
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raw_fallback, observed 2026-08-06T14:05:47.002673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation c37ae57b-6725-4184-bf36-33d3b32c44fc · outbound

This paper cites In Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection In Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 87

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 3362dc53-8598-4ca1-83b0-64092cee938f · outbound

This paper cites In 2010 IEEE computer society conference on computer vision and pattern recognition.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection In 2010 IEEE computer society conference on computer vision and pattern recognition

Reference 2010

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 5935bb8d-16f7-4938-86a7-8f919d2368da · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 2011

Resolution
unresolved
no resolver link, observed 2026-08-06T14:05:46.561010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:05:46.561010Z digest=sha256:0507b75dd658045e9ec28e4e6f0d0fdd8186f09dfcde98dad4538fa1630ba65a

Observation 69678dbc-712d-4b49-8852-20a2bc62063a · outbound

This paper cites an unresolved cited work.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work

Reference 2017

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:05:47.051360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation b8ee804e-e2a7-4331-87b6-98ca363b2fc3 · outbound

This paper cites In Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection In Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-06T14:05:44.524862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:05:44.524862Z digest=sha256:45c8dcb7010fe9f6f752a12d2e3a64f2dfcd1ceb89f449b82b63a191f4e3b58e

Observation f45103db-7613-4bcc-9a5a-e885979d06ac · outbound

This paper cites In The Twelfth International Conference on Learning Representations.

Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection In The Twelfth International Conference on Learning Representations

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:05:47.622680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Pith citing papers

No inbound Pith citation observations are available.