Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T14:05:46.672295Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T14:05:46.672295Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
92 of 92 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation b5bcd271-2179-44ff-b563-b936d365bff4 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37045e2e-c77d-49f8-b818-f213f86140c3 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 133b0c6d-d0a7-4760-ae65-d9da9110d0e8 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fae1b476-ea91-45f1-8ed5-41006fc7c731 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ea7ca5f-9dab-489e-a483-4ca814a0279f · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b045d1f0-932e-4899-852c-76e8b6094a27 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9cd8e09f-ab16-4e3c-893b-d26d658984fa · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5a7a03e3-c611-45f5-93af-de0c4092306a · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1bc79044-216f-4527-afa7-5ac702d6f6a7 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 200bb299-3ae3-406b-8802-0a5841ea30e0 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f5e3a0aa-3813-499d-ad7d-786bba9acada · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3ee148dd-f583-4257-a2cd-f37e81209fb2 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c7b391ab-0ea9-4441-ac18-e3be9468b6cb · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation adb41639-92af-4480-8e9d-05a71810dcff · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fc049a0e-468a-42f9-a57b-69f0855f5f18 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e1436287-47ef-4621-81cf-18be09806986 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1831f14d-b1ef-4110-868d-50a6f7289be0 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d7c29c8a-5939-4d4c-806d-17ddbfcd5fca · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ae8c887-65ec-4603-8443-723220670f5a · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f91c09a5-b24b-44b2-9c4e-23913bfc2c23 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 808fe98b-ef37-4a3d-8d89-6390216432f7 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Pretrained Transformers Improve Out-of-Distribution Robustness
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b8829fa-2ffb-46f1-89ca-84fe07d29b75 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Deep Anomaly Detection with Outlier Exposure
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b5f176c-b17a-4ab5-a75d-e79606842305 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 08685baf-3478-42a7-b805-d9d8887bb306 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d7be106d-9720-473e-9fe3-e5babdc63864 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Distilling the Knowledge in a Neural Network
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf224d3d-3402-4b3b-96aa-10f45a868d89 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 9e418d10-10c6-473d-a140-5ddd9107ab98 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 432e15c3-93a7-4664-a822-7bb3e2bc215b · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7778456c-ebd7-45fc-b7ac-34ebe19474ca · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 49dc3b4b-1735-47c5-be18-2e2a2d13bc90 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c88500c-cc7d-4ae3-87cb-d062fcca983c · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 137ba9a2-de62-4634-ac67-eb22d0688edd · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Adam: A Method for Stochastic Optimization
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bad2d3b6-395b-426b-aa74-5c80e0536aa6 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation df3648d6-a92c-4b3d-98e7-e72c477400f9 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 89fb0b2c-8c7d-4452-8d5c-62c4d7a484f8 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81fcfbc5-fa26-4996-a1e2-5f4e62da56df · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 2883ff27-7ab2-4791-a940-8a6addcb43cf · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4dca9047-a7cf-4eb0-82d6-0b02d28d28b5 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 985c0132-9555-411c-b32e-d74bb0c62676 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4415f2d4-f3e2-41aa-ac7b-a0dc4bfbe90b · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 128c4dab-aca8-4b1e-94ab-ae85c4733601 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 72fbb672-5eca-4306-be51-456616550317 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ee1bfc6c-c8f8-46be-9ac0-87b90410c05f · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 884f6b20-324b-4f8a-8d9a-d4e8123b91fb · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b2ba0219-671e-4335-aff7-e46067964669 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7587e5d0-8ba3-414c-b28b-1892d437c301 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1129c558-ab74-4470-8683-a81df72dd294 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ac97e785-0bcf-4202-aefd-f3df93db06b9 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 245ed293-a31a-467e-ac5c-c8b94aae6efe · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation bd297296-50f4-48b7-aa64-798cec1cf5c6 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a7178829-f0ea-4096-9e5e-d289911f16f9 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9e9c1812-57b9-4baa-882b-87f8e685bb7b · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8f332967-211b-4701-9c8f-86ff37956847 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9f940b82-0c4b-4c69-ad96-db04235ba77f · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a4249ce7-46fd-464b-ac0e-1bdcaa101885 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 10cc8fe7-035a-4dd2-a4a6-a16f952e1bac · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3249ba94-b0bf-4328-8f18-86095894805e · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0909a734-9065-4334-8fd2-641d00dcd8db · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation eb8a541d-2cb8-44b9-9b3b-866ee005eb2f · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3bf3595c-f04a-4807-a4e3-ac281aa77523 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 14af5ed3-dcd4-4b6f-890f-982ad2cbc850 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 336cbfa9-7301-40b5-839c-df7aac9e58ca · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Non-Parametric Outlier Synthesis
Reference 62
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c658a741-3f54-440f-9d06-bdf2d84c43bb · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0bdbcfbc-86e4-453d-abc5-f782d16b7d97 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 2c915990-70ac-4882-947b-81923a0d93fc · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 208263d0-20e8-487c-8447-7ed3f76a0dc8 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 66
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 354e8604-0293-4da6-bc67-d21e301b7196 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation fbc21f4a-779b-482b-8488-796d4f4b8bc4 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4cd242a5-4761-4570-a4d4-e0dccbd5a538 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 69
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation de04665f-0751-4f23-bce6-52ec25f69370 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0f0d58cf-4b70-457d-8f57-9b1772c42810 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 71
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87f2a344-16d0-4e3a-822a-c4695ae8516c · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 72
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6dd449d4-6bef-423f-bf76-04309f381a2a · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 73
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation becdf2be-13f9-4339-b0d0-c6cd254e0449 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 74
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b9160587-f21c-4b5b-b7eb-9fa46ce044b8 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 75
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 9bd04a67-f5b8-4029-b944-7792abe1b772 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 76
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c0bd9f01-eba4-4778-b4de-3c832aa1e8a7 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 77
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8a388418-193f-47bc-9148-172865052c3d · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 78
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 068ed4bc-6310-40d6-85bf-15d9bc1f5aa9 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 79
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6e29d98f-0252-4bf8-bc64-c223c39edc54 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 80
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 76eda8c0-82b8-440b-a85e-d286b115aa43 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 09cbb7a9-df25-4334-9fb6-b26897eabb5c · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 82
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2131cef9-7c92-49d7-85e2-e68f5a2ef373 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 83
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 69073e72-64d7-4b2e-aa93-b93ece99be77 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 84
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eacbbf52-4cc6-4deb-a490-91c545b629e8 · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 85
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 779034a1-2705-40e6-89ba-89db71afa55d · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 86
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c37ae57b-6725-4184-bf36-33d3b32c44fc · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3362dc53-8598-4ca1-83b0-64092cee938f · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5935bb8d-16f7-4938-86a7-8f919d2368da · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 2011
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 69678dbc-712d-4b49-8852-20a2bc62063a · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection Unresolved cited work
Reference 2017
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b8ee804e-e2a7-4331-87b6-98ca363b2fc3 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f45103db-7613-4bcc-9a5a-e885979d06ac · outbound
Knowledge Regularized Negative Feature Tuning of Vision-Language Models for Out-of-Distribution Detection In The Twelfth International Conference on Learning Representations
Reference 2024
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.
No inbound Pith citation observations are available.