Paper Citation Record · LEDGER

Contrast-Aware Calibration for Fine-Tuned CLIP: Leveraging Image-Text Alignment

As of 10 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 1 inbound Pith citation observation for arXiv:2501.19060.

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

pith.paper-citation-record.v1
2501.19060 v3

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T21:31:15.105835Z

measured 17 of 17 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T10:52:02.947578Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

16 of 16 outbound references displayed

verified exact1
verified fuzzy12
unresolved2
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 46f804df-aea7-4985-9908-1d87aca1e5ff · outbound

This paper cites ImageNet: a large-scale hierarchical image database.

Contrast-Aware Calibration for Fine-Tuned CLIP: Leveraging Image-Text Alignment ImageNet: a large-scale hierarchical image database

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:31:15.411985Z

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 6c897575-8b6f-4d17-92e6-95ba43b56ed8 · outbound

This paper cites M., Vedaldi, A., Zisserman, A., and Jawahar, C.

Contrast-Aware Calibration for Fine-Tuned CLIP: Leveraging Image-Text Alignment M., Vedaldi, A., Zisserman, A., and Jawahar, C

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:31:15.312699Z

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 2be017ca-0f17-4d30-bd54-50627b3724c6 · outbound

This paper cites Visual-language prompt tuning with knowledge-guided context optimization.

Contrast-Aware Calibration for Fine-Tuned CLIP: Leveraging Image-Text Alignment Visual-language prompt tuning with knowledge-guided context optimization

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:31:15.280143Z

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 18772275-6663-495a-9336-0564a26eab4f · outbound

This paper cites Task residual for tuning vision-language models.

Contrast-Aware Calibration for Fine-Tuned CLIP: Leveraging Image-Text Alignment Task residual for tuning vision-language models

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:31:15.261865Z

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 dfed239a-6d7a-4855-9abe-cdd87d3f2d41 · outbound

This paper cites C., and Liu, Z.

Contrast-Aware Calibration for Fine-Tuned CLIP: Leveraging Image-Text Alignment C., and Liu, Z

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:31:15.245282Z

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 bbbacb00-ba7e-46ab-9ea5-541340c1b503 · outbound

This paper cites The calibration performance is averaged across three variants.

Contrast-Aware Calibration for Fine-Tuned CLIP: Leveraging Image-Text Alignment The calibration performance is averaged across three variants

Reference 15

Resolution: malformed identifier; raw_fallback, observed 2026-08-09T21:31:15.189113Z

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 afa5144e-964c-465e-bdfd-e81ef4948852 · outbound

This paper cites an unresolved cited work.

Contrast-Aware Calibration for Fine-Tuned CLIP: Leveraging Image-Text Alignment Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-09T21:31:15.170905Z

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 8aee387c-bcf6-4260-bef8-780247dac985 · outbound

This paper cites Additionally, we performed a remote sensing recognition task using the EuroSAT (Helber et al.,.

Contrast-Aware Calibration for Fine-Tuned CLIP: Leveraging Image-Text Alignment Additionally, we performed a remote sensing recognition task using the EuroSAT (Helber et al.,

Reference 2004

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:31:15.217371Z

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 b6adef2b-8372-4818-8aaa-88a79aa8be53 · outbound

This paper cites W., Zhang, L., Jerfel, G., and Tran, D.

Contrast-Aware Calibration for Fine-Tuned CLIP: Leveraging Image-Text Alignment W., Zhang, L., Jerfel, G., and Tran, D

Reference 2008

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:31:15.329046Z

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 78747ba2-257e-4a39-b624-2f2730c6520c · outbound

This paper cites Learning generative visual models from few training examples: An incremen- tal bayesian approach tested on 101 object categories.

Contrast-Aware Calibration for Fine-Tuned CLIP: Leveraging Image-Text Alignment Learning generative visual models from few training examples: An incremen- tal bayesian approach tested on 101 object categories

Reference 2009

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:31:15.395960Z

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 5fc66412-b388-4b2d-b534-ce1c1aacf14c · outbound

This paper cites Describing textures in the wild.

Contrast-Aware Calibration for Fine-Tuned CLIP: Leveraging Image-Text Alignment Describing textures in the wild

Reference 2014

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:31:15.427499Z

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 840f00cd-eecd-4131-8486-47c7d342cf7b · outbound

This paper cites Towards Calibrated Robust Fine-Tuning of Vision-Language Models.

Contrast-Aware Calibration for Fine-Tuned CLIP: Leveraging Image-Text Alignment Towards Calibrated Robust Fine-Tuning of Vision-Language Models

Reference 2019

Resolution: verified exact; local_arxiv, observed 2026-08-09T21:31:15.153430Z

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 f26d0af3-a0c9-4820-9970-adfd94f2be28 · outbound

This paper cites an unresolved cited work.

Contrast-Aware Calibration for Fine-Tuned CLIP: Leveraging Image-Text Alignment Unresolved cited work

Reference 2020

Resolution: unresolved; raw_fallback, observed 2026-08-09T21:31:15.345538Z

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 1a35f860-2a6f-4e1b-9591-0e0e4391fa93 · outbound

This paper cites 3D object representations for fine-grained categorization.

Contrast-Aware Calibration for Fine-Tuned CLIP: Leveraging Image-Text Alignment 3D object representations for fine-grained categorization

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:31:15.362659Z

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 cbc47145-473f-4d38-928f-15629d1f7212 · outbound

This paper cites U., Rasheed, H., Maaz, M., Khan, S., and Khan, F.

Contrast-Aware Calibration for Fine-Tuned CLIP: Leveraging Image-Text Alignment U., Rasheed, H., Maaz, M., Khan, S., and Khan, F

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:31:15.379045Z

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 3647eaf3-0fce-4b09-979b-793a632f314e · outbound

This paper cites A., Oliva, A., and Torralba, A.

Contrast-Aware Calibration for Fine-Tuned CLIP: Leveraging Image-Text Alignment A., Oliva, A., and Torralba, A

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T21:31:15.295839Z

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.

Pith citing papers

Observation 7983b418-208c-47f3-b0ef-7e8c572b5c25 · inbound

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning cites this paper.

SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning Contrast-Aware Calibration for Fine-Tuned CLIP: Leveraging Image-Text Alignment

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T10:52:02.947578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.