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Paper Citation Record · LEDGER

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

As of 9 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 2026-08-09T06:31:02.800959+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

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

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

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

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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

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

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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

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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

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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

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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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:05:46.428866Z digest=sha256:2ea9f29852defdad832ac6cdaba0d47f9e17d2cb56ca9a04829f0892f54eec15

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:05:46.432908Z digest=sha256:f0fde7f1c0bad379669d33c7b55bd4e759209cf1e79d8891d50c31a38b362ea9

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:05:46.437065Z digest=sha256:fc9084c7666f5ff77adf6a0af30083ae662f48b3968d9644795daff425b576bb

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:05:46.441634Z digest=sha256:b0dfc53299a226d3af07f59e234cfc0a20958957f1007074a458f78ba1813a74

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:05:46.445928Z digest=sha256:9dd71134be5b7ba9c78dcc50d7beebe5940d7e366dc08199ce5c193a8b4eab9b

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=sha256:76b3777e2f1d78fa2e3fe37b2ecfda5f2ed289d8a67030b448a6ac51e59cc932

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:05:46.455245Z digest=sha256:3db685c85e2cd11593c99068c6065f02dc230be98d1f3abe759c89bfb204fc95

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:05:46.459333Z digest=sha256:38b5559c0ca3fc82e46a6f4b09e83240a1baed6cc5837eb221f9c92813e9d27e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:05:46.463547Z digest=sha256:1e170531cdc6dcd4a3d2cd09e3ff91df27f75586a771ad9f7130d4fa392124b5

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:05:46.467819Z digest=sha256:bcea24fe70ad86963f20939a76fe320b551a934c58fb96d9e31822a628e7a4f6

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:05:46.477543Z digest=sha256:05be1de250835e3e5b0cfc4d83d14f6dbf21cc79ea18bbfa83a57e55ba0cf4e1

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:05:46.481902Z digest=sha256:ed158c2e6f1a202a6fa2d86031add7c109bab45d59c9f1ecbce6aeff008de540

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:a310ce8967eeb1b180ea9a819d083fe2ad519036d0f021e478c520cf03ce45fd

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:05:46.491276Z digest=sha256:bc88b26f377782f53c9be2e8b15676a1bfb6278a67cbe5f9283107935968b22c

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=sha256:63f6b95469e28ebce947de3c6f431255f4b5e19ba2fa99f722a1a40906b20a05

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=sha256:8f4b82a120f6393fc4c19583c27fe4b32df0c525cec9cd5e4bf2ae37a22656cf

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:c861fc9570e2980fd748bc081c9828732e6dc187dea301d70fa64972f41a8c7d

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:05:46.509630Z digest=sha256:3d42232075ef3577c718972a72eddbf5966453af7d700be691e6b4ec2a5c420c

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:05:46.514049Z digest=sha256:14c6e1c7b68f70910a8d5b120790e91514d930e0fd042568a41eb47cde788ce8

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:05:46.518872Z digest=sha256:b6f4e8a942dde3d27b4a53a01b50f19b1ba2273a1da5beedb0836079143a55c1

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:05:46.523181Z digest=sha256:c42eb484e328a1bc8b43c656bcb0ed8ae4fb53fe027b051efcf1e7bc8bdaa55e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:05:46.528626Z digest=sha256:3417f088b8066db882d1260d3661ac670b7e29df795f7920a42fff95c2ec8e9f

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:05:46.534448Z digest=sha256:f881b90c2c5259f3dba02edd95da622f8de3e580734dcf1e23df8603461acba1

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=sha256:6992c48da222904423956f1234fbe5c95b81e12253e8998e6e64d71a4f651875

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:05:46.543124Z digest=sha256:0bfd17aaf93ca5305611ed116c7eda756dea1f11c21677a566d103bca77ae34f

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:05:46.547505Z digest=sha256:4a4e928afaa10d3df3674a4faa85c5cc32c41d8a878a39bdd2387a66fa860729

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:05:46.552415Z digest=sha256:9cff69a2dcfdea50f0f91c66ab043d184824cd8071df5398def01ce4ab7ecf21

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=sha256:66e1bd906e20c725241be418b8e1d6ac162ed993348002fc5346dc7c7ce19ac5

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:05:46.565470Z digest=sha256:03307877d95ee56f794afc30f7c75bce6c2c2c4b05288325cde2b0c0c3726c35

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:05:46.570033Z digest=sha256:5eb9e2439286ee3db478c0440dd6ddda1fb26afb7c10ebb3f9b165db6ed94df9

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:05:46.576144Z digest=sha256:458759b154160c18b63976d064260466ca6152ac98d596b02e2c6ada8274553e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:05:46.580744Z digest=sha256:4c530d1934bc62f3eb2207d08b21e7a0c1d3cec58ab8e5820ed147561e647c0a

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:e3e36d01f8ee19f2e59340dd261db10b8bc59db42add849b1851d5b5cb81b78e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:05:46.594739Z digest=sha256:5277482b27e1cb56702e9bac03eb07a9b1294092b794c2318fef17059ce00a3c

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:05:46.599063Z digest=sha256:2bde6b23073e5613f6d43b76783a940462e2d018882c70f05f6c3429fa5db582

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:05:46.603507Z digest=sha256:dff4eca457143dabae191dcaa1d62f7dc79c34e876367954f5acbc8470de0276

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T14:05:46.607982Z digest=sha256:2af708ab10ce618bd6ec68f593800a36b58590230aebc80d1593c44542809a3d

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=sha256:9364f67d315fa922319630ad9148ce14304c1cbfb8e840cd604c6ad39f9bfd91

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 2026-08-09T06:31:02.800959+00:00.

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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

Resolution
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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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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.

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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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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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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.

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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 2026-08-09T06:31:02.800959+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=sha256:4538a495fef5c7fa7403cbc3a821eb7895e3a3a7a145912084c140e97ada7930

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
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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.

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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=sha256:93c7c8f58afa2335d647347edce8559ba64dc6c9d0dbbb16560b1e2f390be450

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 2026-08-09T06:31:02.800959+00:00.

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Pith citing papers

No inbound Pith citation observations are available.