Paper Citation Record · LEDGER

Visual-Language Model Knowledge Distillation Method for Image Quality Assessment

As of 10 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2507.15680.

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

pith.paper-citation-record.v1
2507.15680 v3

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:30:00.210664Z

measured 27 of 27 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

27 of 27 outbound references displayed

verified exact1
verified fuzzy24
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6a4ef244-7c2e-455b-8197-a8ce33962b71 · outbound

This paper cites Learning transferable visual models from natural language supervision,.

Visual-Language Model Knowledge Distillation Method for Image Quality Assessment Learning transferable visual models from natural language supervision,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:30:00.889086Z

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 4d9758f8-8e43-454f-b88f-a46d39cfd5b7 · outbound

This paper cites Exploring clip for assessing the look and feel of images,.

Visual-Language Model Knowledge Distillation Method for Image Quality Assessment Exploring clip for assessing the look and feel of images,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:30:00.861683Z

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 acd786ca-f1af-4292-8f12-81863194ce59 · outbound

This paper cites Blind image quality assessment via vision-language correspondence: A multitask learning perspective,.

Visual-Language Model Knowledge Distillation Method for Image Quality Assessment Blind image quality assessment via vision-language correspondence: A multitask learning perspective,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:30:00.836298Z

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 0338c3ae-41ff-44fb-bff9-ed7cf69272a5 · outbound

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

Visual-Language Model Knowledge Distillation Method for Image Quality Assessment An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T15:30:00.060196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 151709c6-10ef-46b6-90eb-e8fbccdf78c1 · outbound

This paper cites Boosting image quality assessment through efficient transformer adaptation with local feature enhancement,.

Visual-Language Model Knowledge Distillation Method for Image Quality Assessment Boosting image quality assessment through efficient transformer adaptation with local feature enhancement,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:30:00.805674Z

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 ba8d7278-6534-481f-b247-452bdb7e9ea6 · outbound

This paper cites Clip -kd: An empirical study of clip model distillation,.

Visual-Language Model Knowledge Distillation Method for Image Quality Assessment Clip -kd: An empirical study of clip model distillation,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:30:00.778211Z

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 1c99fb15-79d0-47de-a0f8-e6efe117eabd · outbound

This paper cites Most apparent distortion: Full - reference image quality assessment and the role of strategy,.

Visual-Language Model Knowledge Distillation Method for Image Quality Assessment Most apparent distortion: Full - reference image quality assessment and the role of strategy,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:30:00.754460Z

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 00f1cf98-dbd7-4f0a-bca8-da7e23409740 · outbound

This paper cites A statistical evaluation of recent full reference image quality assessment algorithms,.

Visual-Language Model Knowledge Distillation Method for Image Quality Assessment A statistical evaluation of recent full reference image quality assessment algorithms,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:30:00.731134Z

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 22c87fd5-466c-4493-9815-93c2eb59daf7 · outbound

This paper cites KonIQ -10k: An ecologically valid database for deep learning of blind image quality assessment,.

Visual-Language Model Knowledge Distillation Method for Image Quality Assessment KonIQ -10k: An ecologically valid database for deep learning of blind image quality assessment,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:30:00.709094Z

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 09e5907c-eccc-44cb-b0d6-fc417cf20418 · outbound

This paper cites Perceptual quality assessment of smartphone photography,.

Visual-Language Model Knowledge Distillation Method for Image Quality Assessment Perceptual quality assessment of smartphone photography,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:30:00.691710Z

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 bea9b8ff-879b-4789-9e17-96fdf850a77e · outbound

This paper cites Swin transformer: Hierarchical vision transformer using shifted windows,.

Visual-Language Model Knowledge Distillation Method for Image Quality Assessment Swin transformer: Hierarchical vision transformer using shifted windows,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:30:00.672611Z

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 9c6df801-a64b-4362-9a88-5f5a41fd2f36 · outbound

This paper cites Deep residual learning for image recognition,.

Visual-Language Model Knowledge Distillation Method for Image Quality Assessment Deep residual learning for image recognition,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:30:00.651835Z

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 42aa2fc4-1f31-4f0a-9d2b-a209effeb4b6 · outbound

This paper cites MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer.

Visual-Language Model Knowledge Distillation Method for Image Quality Assessment MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T15:30:00.121362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2883d0c5-cdd4-4fa9-a2d1-bfd983524f08 · outbound

This paper cites Efficientnet: Rethinking model scaling for convolutional neural networks,.

Visual-Language Model Knowledge Distillation Method for Image Quality Assessment Efficientnet: Rethinking model scaling for convolutional neural networks,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:30:00.633489Z

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 14374d0a-8261-4347-82a0-24435a30ef33 · outbound

This paper cites Imagenet: A large-scale hierarchical image database,.

Visual-Language Model Knowledge Distillation Method for Image Quality Assessment Imagenet: A large-scale hierarchical image database,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:30:00.607828Z

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 3db2239a-cfb7-4c42-b723-c2dc0c848267 · outbound

This paper cites No -reference image quality assessment in the spatial domain,.

Visual-Language Model Knowledge Distillation Method for Image Quality Assessment No -reference image quality assessment in the spatial domain,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:30:00.577630Z

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 28a94a0d-d976-4c84-8a1d-394355a9366a · outbound

This paper cites Making a 'completely blind' image quality analyzer,.

Visual-Language Model Knowledge Distillation Method for Image Quality Assessment Making a 'completely blind' image quality analyzer,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:30:00.553331Z

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 586f0cae-6030-4e53-9ed3-1728243dc311 · outbound

This paper cites Blind image quality assessment using a deep bilinear convolutional neural network,.

Visual-Language Model Knowledge Distillation Method for Image Quality Assessment Blind image quality assessment using a deep bilinear convolutional neural network,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:30:00.531230Z

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 e27ce459-b154-4d42-9c94-4e5b86e93a5d · outbound

This paper cites Transformer for image quality assessment,.

Visual-Language Model Knowledge Distillation Method for Image Quality Assessment Transformer for image quality assessment,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:30:00.507932Z

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 08055b9f-bc62-4b2c-8927-9d0398b0ee63 · outbound

This paper cites Metaiqa: Deep meta-learning for no-reference image quality assessment,.

Visual-Language Model Knowledge Distillation Method for Image Quality Assessment Metaiqa: Deep meta-learning for no-reference image quality assessment,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:30:00.485521Z

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 065567e2-1120-4f17-8fbe-3e7191428214 · outbound

This paper cites Blindly assess image quality in the wild guided by a self -adaptive hyper network,.

Visual-Language Model Knowledge Distillation Method for Image Quality Assessment Blindly assess image quality in the wild guided by a self -adaptive hyper network,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:30:00.465877Z

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 d8479f2e-2a09-48c1-8817-90b0cdc7765b · outbound

This paper cites No-reference image quality assessment via transformers, relative ranking, and self -consistency,.

Visual-Language Model Knowledge Distillation Method for Image Quality Assessment No-reference image quality assessment via transformers, relative ranking, and self -consistency,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:30:00.445230Z

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 4ad2ffc6-e9b5-4ee6-a563-c4439b7f921d · outbound

This paper cites MUSIQ: Multi -scale image quality transformer,.

Visual-Language Model Knowledge Distillation Method for Image Quality Assessment MUSIQ: Multi -scale image quality transformer,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:30:00.425798Z

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 298d8a12-df48-4440-9678-261576c087cf · outbound

This paper cites Re -iqa: Unsupervised learning for image quality assessment in the wild,.

Visual-Language Model Knowledge Distillation Method for Image Quality Assessment Re -iqa: Unsupervised learning for image quality assessment in the wild,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:30:00.406399Z

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 1e448c58-6892-4756-b562-65016b109589 · outbound

This paper cites Data -efficient image quality assessment with attention-panel decoder,.

Visual-Language Model Knowledge Distillation Method for Image Quality Assessment Data -efficient image quality assessment with attention-panel decoder,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:30:00.387995Z

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 22fc2dbc-4fa7-4f72-844e-68286d2fabc0 · outbound

This paper cites Adaptive feature selection for no -reference image quality assessment by mitigating semantic noise sensitivity,.

Visual-Language Model Knowledge Distillation Method for Image Quality Assessment Adaptive feature selection for no -reference image quality assessment by mitigating semantic noise sensitivity,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:30:00.358296Z

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 456cd289-9e16-4e66-b5e4-e508b3fc12fb · outbound

This paper cites Local Distortion Aware Efficient Transformer Adaptation for Image Quality Assessment.

Visual-Language Model Knowledge Distillation Method for Image Quality Assessment Local Distortion Aware Efficient Transformer Adaptation for Image Quality Assessment

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:30:00.268809Z

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

No inbound Pith citation observations are available.