Paper Citation Record · LEDGER

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration

As of 19 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 2 inbound Pith citation observations for arXiv:2506.22819.

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

pith.paper-citation-record.v1
2506.22819 v1

Coverage vector

measured 63 of 63 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:04:44.763350Z

measured 65 of 65 standing notices

One-hop event checks from named stored sources.

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

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T08:08:47.800316Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-09T12:56:14.913840Z

Reference resolution

63 of 63 outbound references displayed

verified exact0
verified fuzzy44
unresolved14
parse uncertain0
malformed identifier1
metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c9b3edd8-ebbf-40d1-94f5-bab65f473ab8 · outbound

This paper cites In: ECCV (2014) 10, 23.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration In: ECCV (2014) 10, 23

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:55.145398Z

Source-reported events for the cited work

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

Observation 7ca27995-7b50-4be7-a0fd-d525bdc9303e · outbound

This paper cites In: ICLR (2023) 4, 5, 9.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration In: ICLR (2023) 4, 5, 9

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:55.003585Z

Source-reported events for the cited work

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

Observation 1ca3f103-75b6-4d91-8031-afe817bb9d10 · outbound

This paper cites In: Proceedings of the IEEE/CVF ICCV.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration In: Proceedings of the IEEE/CVF ICCV

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:54.790115Z

Source-reported events for the cited work

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

Observation ba26f6cb-bf8a-41a3-a2ac-ac1b7841cee8 · outbound

This paper cites In: CVPR.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration In: CVPR

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:54.621841Z

Source-reported events for the cited work

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

Observation 5a719000-045f-4759-bc17-d38018952aa4 · outbound

This paper cites Journal of the American Statis- tical Association (1982) 5.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration Journal of the American Statis- tical Association (1982) 5

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:54.479682Z

Source-reported events for the cited work

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

Observation 525a1b11-8c49-4d0c-ad58-ada2813440f2 · outbound

This paper cites In: CVPR.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration In: CVPR

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:54.268895Z

Source-reported events for the cited work

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

Observation 2929429a-ea58-4ba1-b91f-38f079bdf386 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T22:04:40.408972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcb68d54-5d29-471d-b39e-5b8f4430068a · outbound

This paper cites In: CVPR Workshops.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration In: CVPR Workshops

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:54.131043Z

Source-reported events for the cited work

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

Observation de4b7657-9f23-41b9-949f-321e40cdd2e0 · outbound

This paper cites ICCV (2023) 1, 2, 3, 4, 10, 14, 20, 26.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration ICCV (2023) 1, 2, 3, 4, 10, 14, 20, 26

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:53.941537Z

Source-reported events for the cited work

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

Observation 923f3c6f-0a16-422f-b338-297a511ca89f · outbound

This paper cites In: Joint European Confer- ence on Machine Learning and Knowledge Discovery in Databases.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration In: Joint European Confer- ence on Machine Learning and Knowledge Discovery in Databases

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:53.708533Z

Source-reported events for the cited work

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

Observation b7b96aa6-04d5-4882-b28e-7d4ab453df74 · outbound

This paper cites In: ICML.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration In: ICML

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:53.517264Z

Source-reported events for the cited work

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

Observation c6c56021-8670-4c3b-8a2c-cfd8308cf7af · outbound

This paper cites In: CVPR (2023) 5.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration In: CVPR (2023) 5

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:53.288971Z

Source-reported events for the cited work

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

Observation d9215472-7678-4201-a1a8-a6107ca2d606 · outbound

This paper cites In: Proceedings of the Asian Conference on Computer Vision.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration In: Proceedings of the Asian Conference on Computer Vision

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:53.088622Z

Source-reported events for the cited work

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

Observation 277a98ad-130f-400a-a327-a0bdfbbdab36 · outbound

This paper cites In: Joint European Conference on Machine Learning and Knowledge Discovery in Databases.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration In: Joint European Conference on Machine Learning and Knowledge Discovery in Databases

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:52.910716Z

Source-reported events for the cited work

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

Observation 9858f3a3-dc28-4a30-ae48-8f0cc5fe13dc · outbound

This paper cites 16 Hebbalaguppe et al.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration 16 Hebbalaguppe et al

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:52.731588Z

Source-reported events for the cited work

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

Observation ef43576c-f07d-4656-b055-253e5fb94874 · outbound

This paper cites an unresolved cited work.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:04:52.485854Z

Source-reported events for the cited work

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

Observation abaaccc8-49ec-43ef-aafa-d5cfa9c8f327 · outbound

This paper cites ICCV (2021) 10, 22, 23.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration ICCV (2021) 10, 22, 23

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:52.322784Z

Source-reported events for the cited work

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

Observation ad8e5645-6858-483a-bbd9-1d9cfe157a5a · outbound

This paper cites CVPR (2021) 10, 22, 23.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration CVPR (2021) 10, 22, 23

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:52.173162Z

Source-reported events for the cited work

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

Observation dca0bb3b-292e-485c-8daf-812331ea7b2a · outbound

This paper cites In: ECCV.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration In: ECCV

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:51.951860Z

Source-reported events for the cited work

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

Observation 63b53eaf-0ea4-4809-bce6-199dd2c4593f · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:51.808951Z

Source-reported events for the cited work

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

Observation 13ee5ec8-9220-409c-a582-22b00eb0898f · outbound

This paper cites NeurIPS 33, 18661–18673 (2020) 3.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration NeurIPS 33, 18661–18673 (2020) 3

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:51.686525Z

Source-reported events for the cited work

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

Observation 219288cf-5534-492b-a91d-0e6b5e66daa0 · outbound

This paper cites Wavelet-Guided Acceleration of Text Inversion in Diffusion-Based Image Editing.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration Wavelet-Guided Acceleration of Text Inversion in Diffusion-Based Image Editing

Reference 22

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T22:04:45.535258Z

Source-reported events for the cited work

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

Observation bb51aea6-c5bf-4b75-b82d-a3b4d6b944df · outbound

This paper cites In: IEEE Workshop on 3D Representation and Recognition (3dRR-13) (2013) 10, 23.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration In: IEEE Workshop on 3D Representation and Recognition (3dRR-13) (2013) 10, 23

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:51.532775Z

Source-reported events for the cited work

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

Observation 811ed748-793d-4194-b46e-9b55aa6978cb · outbound

This paper cites NeurIPS32 (2019) 4.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration NeurIPS32 (2019) 4

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:51.307535Z

Source-reported events for the cited work

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

Observation f53abbb6-16e8-4fe9-8cc3-1b13ee6a8df2 · outbound

This paper cites In: EMNLP.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration In: EMNLP

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:51.139881Z

Source-reported events for the cited work

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

Observation 773bbd09-4484-4218-be89-fefda40de718 · outbound

This paper cites Enabling Calibration In The Zero-Shot Inference of Large Vision-Language Models.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration Enabling Calibration In The Zero-Shot Inference of Large Vision-Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T22:04:42.107573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0aa6c2c-23fb-413d-aca2-39a7d9b54b6c · outbound

This paper cites an unresolved cited work.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:04:51.021682Z

Source-reported events for the cited work

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

Observation a9126a8f-4c1f-456d-b62a-3e7c4c7b9d44 · outbound

This paper cites ACM Computing Surveys55(9), 1–35 (2023) 4.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration ACM Computing Surveys55(9), 1–35 (2023) 4

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:50.883774Z

Source-reported events for the cited work

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

Observation 23e13e75-9898-49e2-b58a-630734db20a1 · outbound

This paper cites an unresolved cited work.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:04:50.733234Z

Source-reported events for the cited work

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

Observation 9d863c43-75c8-49dc-b2cd-7b3c6050a638 · outbound

This paper cites Journal of Machine Learning Research15(93), 3221–3245 (2014) 23.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration Journal of Machine Learning Research15(93), 3221–3245 (2014) 23

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:50.576687Z

Source-reported events for the cited work

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

Observation 4647a110-6977-47a7-9dac-637c06fa7d4d · outbound

This paper cites an unresolved cited work.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:04:50.394260Z

Source-reported events for the cited work

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

Observation f39116d1-3801-4f01-9fa7-55e760bf9adb · outbound

This paper cites In: NeurIPS (2022) 1, 2, 3, 4, 5, 6, 7, 8, 9, 11, 19, 22.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration In: NeurIPS (2022) 1, 2, 3, 4, 5, 6, 7, 8, 9, 11, 19, 22

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:50.254830Z

Source-reported events for the cited work

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

Observation c274704f-3223-4c2f-a94d-90017fdc48fa · outbound

This paper cites In: AAAI.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration In: AAAI

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:50.045231Z

Source-reported events for the cited work

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

Observation 220b8d62-e1ba-4158-abb5-d98a9c102d74 · outbound

This paper cites In: ICVGIP.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration In: ICVGIP

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:49.813324Z

Source-reported events for the cited work

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

Observation 6cc69337-b5a5-4624-9f2e-8ad65eb147f4 · outbound

This paper cites In: ICLR.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration In: ICLR

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:49.598649Z

Source-reported events for the cited work

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

Observation 28d76882-621e-404f-ab47-5f0f54c12e76 · outbound

This paper cites Advances in Neural Information Processing Systems37, 12677–12707 (2024) 14.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration Advances in Neural Information Processing Systems37, 12677–12707 (2024) 14

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:49.303971Z

Source-reported events for the cited work

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

Observation 9b49494d-fd4e-4182-a385-bc6180c909d6 · outbound

This paper cites In: ICCV.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration In: ICCV

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:48.937560Z

Source-reported events for the cited work

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

Observation 0856c895-b715-4c49-8ec9-d9ad50474f9a · outbound

This paper cites In: CVPR (2012) 10, 23, 24.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration In: CVPR (2012) 10, 23, 24

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:48.704051Z

Source-reported events for the cited work

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

Observation 2d3f00d1-bfc9-47b1-8077-131dba184823 · outbound

This paper cites In: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV).

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration In: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:48.428354Z

Source-reported events for the cited work

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

Observation b0c44cd3-34f4-4cb3-9b33-0a0f1e2fa7b2 · outbound

This paper cites Regularizing Neural Networks by Penalizing Confident Output Distributions.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration Regularizing Neural Networks by Penalizing Confident Output Distributions

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T22:04:43.203844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05e32055-f6d0-4aa3-b1e0-7aebfb795397 · outbound

This paper cites In: ADVANCES IN LARGE MARGIN CLASSIFIERS.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration In: ADVANCES IN LARGE MARGIN CLASSIFIERS

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:48.113019Z

Source-reported events for the cited work

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

Observation e78b764e-fc6a-4f22-98a1-cc4106e56b83 · outbound

This paper cites In: ICCV.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration In: ICCV

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:47.945850Z

Source-reported events for the cited work

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

Observation 219d7002-47c1-4468-b180-4b1c5fdf445f · outbound

This paper cites In: ICML.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration In: ICML

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:47.778728Z

Source-reported events for the cited work

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

Observation a182fe25-e402-4444-8d01-3fe59164b5c8 · outbound

This paper cites PnPOOD : Out-Of-Distribution Detection for Text Classification via Plug andPlay Data Augmentation.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration PnPOOD : Out-Of-Distribution Detection for Text Classification via Plug andPlay Data Augmentation

Reference 44

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T22:04:45.379714Z

Source-reported events for the cited work

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

Observation 3551b377-f6b2-49cc-965b-041758403af6 · outbound

This paper cites an unresolved cited work.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:04:47.650518Z

Source-reported events for the cited work

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

Observation fbbff6ee-8814-40d8-af47-f809c11cfe05 · outbound

This paper cites In: EMNLP (2024) 2.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration In: EMNLP (2024) 2

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:47.395757Z

Source-reported events for the cited work

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

Observation 0f97009d-a430-410b-866a-558e6366db7d · outbound

This paper cites NeurIPS36 (2024) 1, 2, 3, 4, 10, 14, 19, 20, 22, 24 18 Hebbalaguppe et al.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration NeurIPS36 (2024) 1, 2, 3, 4, 10, 14, 19, 20, 22, 24 18 Hebbalaguppe et al

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:47.136460Z

Source-reported events for the cited work

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

Observation 47a87f13-974e-4105-9699-78f7cded4fe4 · outbound

This paper cites UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T22:04:43.709901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7a676bb-2ad3-40c6-bda9-acf18cf624ea · outbound

This paper cites In: CVPR.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration In: CVPR

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:47.000697Z

Source-reported events for the cited work

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

Observation 4ac1584c-a728-4060-99d5-7a33ecc6a53c · outbound

This paper cites an unresolved cited work.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:04:46.874921Z

Source-reported events for the cited work

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

Observation e7290459-f080-4f07-a95a-c579763d685e · outbound

This paper cites NeurIPS34, 11809–11820 (2021) 4.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration NeurIPS34, 11809–11820 (2021) 4

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:46.769951Z

Source-reported events for the cited work

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

Observation 1c519846-9fb7-48fc-bff0-6f1ce6cd4ca1 · outbound

This paper cites In: NeurIPS (2019) 10, 22, 23.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration In: NeurIPS (2019) 10, 22, 23

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:46.600032Z

Source-reported events for the cited work

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

Observation 9d1671df-2e7b-46c8-8ada-0a5801037631 · outbound

This paper cites Open-Vocabulary Calibration for Fine-tuned CLIP.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration Open-Vocabulary Calibration for Fine-tuned CLIP

Reference 53

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T22:04:45.228507Z

Source-reported events for the cited work

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

Observation 48cd319a-a1e2-4ce9-b18a-657d4f4e9fd9 · outbound

This paper cites In: CVPR.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration In: CVPR

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:46.359227Z

Source-reported events for the cited work

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

Observation 3fd04063-cd04-4b14-be6f-1b9fdcb18797 · outbound

This paper cites In: CHI Conference on Hu- man Factors in Computing Systems (2024) 1.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration In: CHI Conference on Hu- man Factors in Computing Systems (2024) 1

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:46.168117Z

Source-reported events for the cited work

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

Observation 42ff368f-81aa-4d74-b24b-01fae5398856 · outbound

This paper cites VIALM: A Survey and Benchmark of Visually Impaired Assistance with Large Models.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration VIALM: A Survey and Benchmark of Visually Impaired Assistance with Large Models

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-06T22:04:44.328122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8e6f6e2-c886-410c-bf91-ae336e635c56 · outbound

This paper cites an unresolved cited work.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:04:45.994360Z

Source-reported events for the cited work

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

Observation c1e1070a-e521-4803-aa6c-4c496bc83528 · outbound

This paper cites In: ICLR (2024) 1, 2, 3, 4, 8, 9, 11, 13, 14, 19, 20, 21, 22, 24.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration In: ICLR (2024) 1, 2, 3, 4, 8, 9, 11, 13, 14, 19, 20, 21, 22, 24

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:45.872546Z

Source-reported events for the cited work

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

Observation a1b35740-63c2-482e-9e9e-e2159ef876cd · outbound

This paper cites Neutral Editing Framework for Diffusion-based Video Editing.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration Neutral Editing Framework for Diffusion-based Video Editing

Reference 59

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T22:04:45.090620Z

Source-reported events for the cited work

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

Observation 1f6618a4-2746-40b6-9d52-98e72907c6a6 · outbound

This paper cites BoostAdapter: Improving Vision-Language Test-Time Adaptation via Regional Bootstrapping.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration BoostAdapter: Improving Vision-Language Test-Time Adaptation via Regional Bootstrapping

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-06T22:04:44.587692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd029867-dee7-4534-b36d-cba10078bd13 · outbound

This paper cites In: CVPR (2022) 4, 5, 9.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration In: CVPR (2022) 4, 5, 9

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:04:45.771812Z

Source-reported events for the cited work

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

Observation 80084863-6bbb-4f66-8c00-f2bfdd33602f · outbound

This paper cites an unresolved cited work.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:04:45.637654Z

Source-reported events for the cited work

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

Observation b0ef92fc-629f-4faf-b34d-f212f704113a · outbound

This paper cites natural adversarial examples.

Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration natural adversarial examples

Reference 63

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T22:04:44.964892Z

Source-reported events for the cited work

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

Pith citing papers

Observation dda2333b-b1df-4eba-8dce-bb7b695ce0a5 · inbound

When Prompts Ignore Structure: Graph-Based Attribute Reasoning for Calibrated VLMs cites this paper.

When Prompts Ignore Structure: Graph-Based Attribute Reasoning for Calibrated VLMs Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration

Reference 10

Resolution: metadata mismatch; local_arxiv, observed 2026-07-09T12:56:14.915586Z

Source-reported events for the cited work

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

Observation 61d2c23b-d431-4a7c-841f-ed5a2e833142 · inbound

When Prompts Ignore Structure: Graph-Based Attribute Reasoning for Calibrated VLMs cites this paper.

When Prompts Ignore Structure: Graph-Based Attribute Reasoning for Calibrated VLMs Prompting without Panic: Attribute-aware, Zero-shot, Test-Time Calibration

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T08:08:47.800316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.