Paper Citation Record · LEDGER

BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP

As of 10 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 2 inbound Pith citation observations for arXiv:2506.17969.

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

pith.paper-citation-record.v1
2506.17969 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:28:28.935441Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:59:35.027113Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T21:54:44.211763Z

Reference resolution

39 of 39 outbound references displayed

verified exact0
verified fuzzy36
unresolved3
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ceafc248-c889-4ccf-8b7e-b6fd2c8b50f0 · outbound

This paper cites Learning generalizable perceptual representations for data-efficient no-reference image quality assessment,.

BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP Learning generalizable perceptual representations for data-efficient no-reference image quality assessment,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:41.595214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f8bb238f-df60-4611-a773-25affafdf742 · outbound

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

BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP Exploring clip for assessing the look and feel of images,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:41.233590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d6ab0273-e991-4a0d-a3a6-27ac2d385410 · outbound

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

BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP Blind image quality assessment via vision-language correspondence: A multitask learning perspective,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:40.824835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 423e3db2-df24-4ac5-809a-3a4348b4450e · outbound

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

BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP Learning transferable visual models from natural language supervision,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:40.404742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4ce51c83-8e71-4dca-a5e1-d413b9309a10 · outbound

This paper cites Iterative prompt learning for unsupervised backlit image enhancement,.

BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP Iterative prompt learning for unsupervised backlit image enhancement,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:40.001249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e0270339-8569-4a1f-9997-ea5b6e8fc7b5 · outbound

This paper cites Sglp: A similarity guided fast layer par- tition pruning for compressing large deep models,.

BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP Sglp: A similarity guided fast layer par- tition pruning for compressing large deep models,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:24.040678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b244c2f4-b44b-4b34-9c2a-e0ec0fea45fc · outbound

This paper cites Federated Knowledge Distillation for Multi-Model Architectures Lithography Hotspot Detection.

BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP Federated Knowledge Distillation for Multi-Model Architectures Lithography Hotspot Detection

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:24.147630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77650c74-0148-4df6-ba5d-868f23fd3e94 · outbound

This paper cites Multiscale structural similarity for image quality assessment,.

BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP Multiscale structural similarity for image quality assessment,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:39.677179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation dfb22166-fd0b-4418-b98b-ea05f274892a · outbound

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

BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP No- reference image quality assessment in the spatial domain,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:39.306868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 93628522-bceb-4619-a4e8-d59ed4f4e2aa · outbound

This paper cites Making a “completely blind.

BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP Making a “completely blind

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:38.978450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c75b92fa-b3b4-41e2-921a-5cf1aaa060c2 · outbound

This paper cites Topiq: A top-down approach from semantics to distortions for image quality assessment,.

BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP Topiq: A top-down approach from semantics to distortions for image quality assessment,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:38.577103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 01f78904-3631-439f-aed2-c178e47007b7 · outbound

This paper cites Deep residual learning for image recognition,.

BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP Deep residual learning for image recognition,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:25.015420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c59828a2-ac9b-4fc8-b2ae-8b88975464dc · outbound

This paper cites Attention is all you need in speech separation,.

BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP Attention is all you need in speech separation,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:38.104990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7a07f8b1-c5d7-4bfd-aecf-568fbea16169 · outbound

This paper cites Image quality assessment: from error visibility to structural similarity,.

BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP Image quality assessment: from error visibility to structural similarity,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:37.808915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 02d8c092-455e-4c81-9f00-1401fbc7186f · outbound

This paper cites Image information and visual quality,.

BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP Image information and visual quality,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:37.525513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 39a3cb61-9c52-4232-a156-3dc220b2cb8b · outbound

This paper cites Fsim: A feature similarity index for image quality assessment,.

BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP Fsim: A feature similarity index for image quality assessment,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:37.167613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c9bdfb2d-8aad-4f8e-abc9-f8e8980dd879 · outbound

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

BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP Most apparent distortion: full- reference image quality assessment and the role of strategy,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:36.879282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 080f75ac-1807-4c94-8fb8-14775d6eb460 · outbound

This paper cites Vsi: A visual saliency-induced index for perceptual image quality assessment,.

BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP Vsi: A visual saliency-induced index for perceptual image quality assessment,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:36.607345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 52c137a1-abf4-460b-91e3-bc0d9cbde820 · outbound

This paper cites Deep learning of human visual sensitivity in image quality assessment framework,.

BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP Deep learning of human visual sensitivity in image quality assessment framework,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:36.293824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation baf12ae4-acbb-406a-9703-99a4fa654934 · outbound

This paper cites Pieapp: Perceptual image-error assessment through pairwise preference,.

BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP Pieapp: Perceptual image-error assessment through pairwise preference,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:36.054871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7ad29aa7-3583-49d0-a077-a8db18cc1691 · outbound

This paper cites The unreasonable effectiveness of deep features as a perceptual metric,.

BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP The unreasonable effectiveness of deep features as a perceptual metric,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:35.774124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c5e28877-53ea-42ea-ac68-dbfd6f3db239 · outbound

This paper cites Image quality assessment: Unifying structure and texture similarity,.

BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP Image quality assessment: Unifying structure and texture similarity,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:35.439670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e4c22651-098f-4d09-947d-ff53cb42b6b8 · outbound

This paper cites Content-variant reference image quality assessment via knowledge distillation,.

BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP Content-variant reference image quality assessment via knowledge distillation,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:35.162159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5d50c2a3-895d-46c9-8889-bc54938d5915 · outbound

This paper cites Maniqa: Multi-dimension attention network for no-reference image quality assessment,.

BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP Maniqa: Multi-dimension attention network for no-reference image quality assessment,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:34.891764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation dca0a7bd-6ecd-4704-a505-27752df19e27 · outbound

This paper cites Incorporating semi-supervised and positive-unlabeled learning for boosting full reference image quality assessment,.

BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP Incorporating semi-supervised and positive-unlabeled learning for boosting full reference image quality assessment,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:34.624739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6fec8a61-a03e-45d9-a2d6-3a7b21c12637 · outbound

This paper cites Attentions help cnns see better: Attention-based hybrid image quality assessment network,.

BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP Attentions help cnns see better: Attention-based hybrid image quality assessment network,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:34.332408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 08f9b0c7-98e2-47ac-b416-6401058219aa · outbound

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

BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP A statistical evaluation of recent full reference image quality assessment algorithms,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:34.006334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5257c8eb-e01f-48e4-a322-043a98b2a26d · outbound

This paper cites Color image database tid2013: Peculiarities and preliminary results,.

BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP Color image database tid2013: Peculiarities and preliminary results,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:33.675620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 113fc494-8ffa-4e2b-9854-456c34e4ea6e · outbound

This paper cites Kadid-10k: A large-scale artificially distorted iqa database,.

BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP Kadid-10k: A large-scale artificially distorted iqa database,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:33.329503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 742fcb87-7411-4ea5-a24f-fd0bc95eb20b · outbound

This paper cites Massive online crowdsourced study of subjective and objective picture quality,.

BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP Massive online crowdsourced study of subjective and objective picture quality,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:32.903634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a34dbb56-8f90-4a5a-8e53-5ba522a98a3b · outbound

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

BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP Koniq-10k: An ecologically valid database for deep learning of blind image quality assessment,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:32.654295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8ee5a901-5be8-40b3-b58f-22a9016b7db0 · outbound

This paper cites Perceptual quality assessment of smartphone photography,.

BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP Perceptual quality assessment of smartphone photography,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:32.243923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 70be62b1-d1fe-4a66-a3c0-b5f8443c1c24 · outbound

This paper cites Blind image quality assessment: From natural scene statistics to perceptual quality,.

BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP Blind image quality assessment: From natural scene statistics to perceptual quality,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:31.864845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0e486aa3-5d57-434b-9d11-06f5cf0b51b4 · outbound

This paper cites A feature-enriched completely blind image quality evaluator,.

BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP A feature-enriched completely blind image quality evaluator,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:31.597328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f8871242-3aa1-4869-a5f6-030b1304a84d · outbound

This paper cites Image quality assessment using contrastive learning,.

BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP Image quality assessment using contrastive learning,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:31.213069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c6d0d490-64ba-48eb-8460-678ed2ada01b · outbound

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

BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP Re-iqa: Unsuper- vised learning for image quality assessment in the wild,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:30.824739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d62a0bbd-f34c-4bd8-a90e-bbcd15ebe305 · outbound

This paper cites Arniqa: Learning dis- tortion manifold for image quality assessment,.

BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP Arniqa: Learning dis- tortion manifold for image quality assessment,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:30.384768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6957b123-c352-4ea7-827b-c8bc4b32d441 · outbound

This paper cites No reference opinion unaware quality assessment of authentically distorted images,.

BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP No reference opinion unaware quality assessment of authentically distorted images,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:30.001375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5389f4ea-4d91-4ef2-96c3-e0e38351731d · outbound

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

BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP Musiq: Multi-scale image quality transformer,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:29.590238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

Observation 5bfc4df5-a632-4386-8cae-9c919147252c · inbound

Hierarchical Characterization of Brain Dynamics via State Space-based Vector Quantization cites this paper.

Hierarchical Characterization of Brain Dynamics via State Space-based Vector Quantization BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T21:59:35.027113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7edfdce5-32ac-4c13-bfaf-5939f378ee37 · inbound

CRISP-SAM2: SAM2 with Cross-Modal Interaction and Semantic Prompting for Multi-Organ Segmentation cites this paper.

CRISP-SAM2: SAM2 with Cross-Modal Interaction and Semantic Prompting for Multi-Organ Segmentation BPCLIP: A Bottom-up Image Quality Assessment from Distortion to Semantics Based on CLIP

Reference 82

Resolution: verified exact; local_arxiv, observed 2026-08-06T21:54:44.217313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.