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Paper Citation Record · LEDGER

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment

As of 21 August 2026, this Paper Citation Record lists 76 of 76 outbound references and 0 inbound Pith citation observations for arXiv:2508.15130.

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

pith.paper-citation-record.v1
2508.15130 v3

Coverage vector

measured 76 of 76 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T18:07:54.691484Z

measured 76 of 76 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

76 of 76 outbound references displayed

  • verified exact2
  • verified fuzzy59
  • unresolved14
  • parse uncertain0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 68349874-3363-45f7-a18f-39fd1118800d · outbound

This paper cites write newline.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment write newline

Reference 1

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unresolved
no resolver link, observed 2026-08-05T18:07:48.183580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T18:07:48.183580Z digest=sha256:2fa2ba9add9a2cf2fcba488c9eb29946a53374c1daf3d6cb5925274cfe30a288

Observation bd5d1a5b-67a9-4785-bc4f-8883925d83bd · outbound

This paper cites write newline.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment write newline

Reference 2

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unresolved
no resolver link, observed 2026-08-05T18:07:48.261743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T18:07:48.261743Z digest=sha256:35ef4c94cfeee8e91ddd8ed8a554428b3dc628882c39dc4045f708ea95d57dd0

Observation d75b15b4-f69d-463f-a4bb-5cbfad709db0 · outbound

This paper cites # VC #ƄF -.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment # VC #ƄF -

Reference 3

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:48.319234Z digest=sha256:cae61ef3de7b02bf763ff0c313ee723e6c6ad983d7a802a686020aef2a467020

Observation e64e745c-e80c-4819-b8cc-a7651ba1a160 · outbound

This paper cites Quality-Aware Image-Text Alignment for Opinion-Unaware Image Quality Assessment.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Quality-Aware Image-Text Alignment for Opinion-Unaware Image Quality Assessment

Reference 4

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unresolved
no resolver link, observed 2026-08-05T18:07:48.469364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T18:07:48.469364Z digest=sha256:551659c519bbd4b65dd56a35972c4f56667a48d3f6ba10d454cc1c1180e96db9

Observation d54fe9a5-a2f3-475f-8f20-967224a4022f · outbound

This paper cites Perceptual quality improvement in videoconferencing using keyframes-based gan.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Perceptual quality improvement in videoconferencing using keyframes-based gan

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:08:05.650009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:48.577833Z digest=sha256:e4af04e75a631dee6834c7657d497f2468f97f8c044ac5bc80cf17b38a47597e

Observation 66a8ed1c-f3d9-4381-b4b4-5ab1f8e097f8 · outbound

This paper cites Arniqa: Learning Distortion Manifold for Image Quality Assessment.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Arniqa: Learning Distortion Manifold for Image Quality Assessment

Reference 6

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verified fuzzy
raw_fallback, observed 2026-08-05T18:08:05.507056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:48.652899Z digest=sha256:c6b93e11aefb6254be216f4de9e2481771360b78d2ee0ebdd9f90308660353f2

Observation 1ddd0508-11bd-487f-8e78-f35d0e286b66 · outbound

This paper cites I-HAZE: a dehazing benchmark with real hazy and haze-free indoor images.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment I-HAZE: a dehazing benchmark with real hazy and haze-free indoor images

Reference 7

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metadata mismatch
local_arxiv, observed 2026-08-05T18:07:55.148733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:48.742324Z digest=sha256:b9b3580a6dbe65bd5679d648451034c3c5f1f20190844dc256dbb53c5bc7233a

Observation 926cd92a-a00b-427a-bf80-36045e95b457 · outbound

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

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment No reference opinion unaware quality assessment of authentically distorted images

Reference 8

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verified fuzzy
raw_fallback, observed 2026-08-05T18:08:05.369071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:48.827802Z digest=sha256:e205a731337020d8f09ca5c170d8edef80c2ffec405c6fb663e9102326644539

Observation 385f3e15-cacb-4bb9-bd81-9fecb421a3de · outbound

This paper cites On the Use of Deep Learning for Blind Image Quality Assessment.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment On the Use of Deep Learning for Blind Image Quality Assessment

Reference 9

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verified fuzzy
raw_fallback, observed 2026-08-05T18:08:05.203408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:48.902313Z digest=sha256:5f383cf9639d03724ee55c6fb018e7d04887291cc885e0e4e5f1ff98649a58d0

Observation 877a1cca-0b74-4135-b015-3a5a9c219cc0 · outbound

This paper cites Deep Neural Networks for No-Reference and Full-Reference Image Quality Assessment.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Deep Neural Networks for No-Reference and Full-Reference Image Quality Assessment

Reference 10

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verified fuzzy
raw_fallback, observed 2026-08-05T18:08:05.076131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:48.962357Z digest=sha256:d60127a061de140eefdda3d5315b0c3eae400f82b188deb960ed8eed4452ebd6

Observation c7440e0c-c188-4b76-a3de-8a37b5a0518d · outbound

This paper cites Learning to rank using gradient descent.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Learning to rank using gradient descent

Reference 11

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:49.041574Z digest=sha256:76f3d183bdc7b06500584b4bff1234309814851ab135146e1002515511fc0256

Observation a65117ff-1eb6-4551-a1ca-62d85c566c8d · outbound

This paper cites A simple framework for contrastive learning of visual representations, 2020.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment A simple framework for contrastive learning of visual representations, 2020

Reference 12

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no resolver link, observed 2026-08-05T18:07:49.120064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T18:07:49.120064Z digest=sha256:b16b6d3304aec18d661330a6aaef62237d6cb2cc989167d6703e33c72b234147

Observation 34092912-536a-49e6-88cc-a7ffa5c09a17 · outbound

This paper cites Improved baselines with momentum contrastive learning, 2020.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Improved baselines with momentum contrastive learning, 2020

Reference 13

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unresolved
no resolver link, observed 2026-08-05T18:07:49.177470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 44e37e70-4f4b-4a91-af7c-5472d6b64de2 · outbound

This paper cites Iqagpt: Image quality assessment with vision-language and chatgpt models, 2023.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Iqagpt: Image quality assessment with vision-language and chatgpt models, 2023

Reference 14

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verified fuzzy
raw_fallback, observed 2026-08-05T18:08:04.786495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:49.250134Z digest=sha256:cf7007529f4e670f24cdb11608cea47b9afb8e7ce476079f78c57f93de3cdad3

Observation 8e619e78-39e4-416a-b187-b707f0fe2007 · outbound

This paper cites Grounding-iqa: Multimodal language grounding model for image quality assessment, 2025.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Grounding-iqa: Multimodal language grounding model for image quality assessment, 2025

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:08:04.640795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:49.314185Z digest=sha256:3ab986005e6e41723588737dccd242d5b86842fd3fcd352b24ee11e2f11e2569

Observation b319545a-7a03-41b4-aaa7-7d17df5f39db · outbound

This paper cites Deep Retinex Decomposition for Low-Light Enhancement.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Deep Retinex Decomposition for Low-Light Enhancement

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:08:04.484911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:49.386635Z digest=sha256:f9519b6c95215560606ac4d13553a9e250eab48340c82eb87b522abb8fd5c295

Observation fbc70ae0-3920-4ba2-b7aa-005f11dced50 · outbound

This paper cites Flare7K: A Phenomenological Nighttime Flare Removal Dataset.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Flare7K: A Phenomenological Nighttime Flare Removal Dataset

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:08:04.346814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:49.489069Z digest=sha256:e2d4d95808c88d83357040525f12f6d8139494e33f3245c3e1fcd44f0e009386

Observation 1ddcfeff-f5ab-4ae0-ab23-6cf2f6376751 · outbound

This paper cites Perceptual quality assessment of smartphone photography.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Perceptual quality assessment of smartphone photography

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:08:04.185615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:49.579323Z digest=sha256:4793fb97f6b6f352659b228b00860c41e70089cb8c520df23fb878543e832177

Observation 55d08467-3c8f-4706-b3d0-e3661e958c54 · outbound

This paper cites Universal Blind Image Quality Assessment Metrics Via Natural Scene Statistics and Multiple Kernel Learning.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Universal Blind Image Quality Assessment Metrics Via Natural Scene Statistics and Multiple Kernel Learning

Reference 19

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:49.657574Z digest=sha256:752f5585bc788a18452a9e235961a8c959b3f9f7b7731cd41d45e6b64353b248

Observation 00e268eb-dfa1-4331-945b-4bedb6a47bf7 · outbound

This paper cites Massive Online Crowdsourced Study of Subjective and Objective Picture Quality.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Massive Online Crowdsourced Study of Subjective and Objective Picture Quality

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:08:03.849071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:49.728691Z digest=sha256:7fab8e93c500cd992bde652d61cb57c98bfbd072802f451144471b88a94c3084

Observation c8cb5d96-bbed-435d-8466-e746c35fa9ad · outbound

This paper cites Perceptual Quality Prediction on Authentically Distorted Images Using a Bag of Features Approach.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Perceptual Quality Prediction on Authentically Distorted Images Using a Bag of Features Approach

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:08:03.675997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:49.818848Z digest=sha256:ca89e4c125595c8a4c09a92cd0e834d01738d91fa52be2e408082f74b3b2386d

Observation 4ae2aad4-ee16-4726-a20b-ed3ca44f322c · outbound

This paper cites No-Reference Image Quality Assessment Via Transformers, Relative Ranking, and Self-Consistency.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment No-Reference Image Quality Assessment Via Transformers, Relative Ranking, and Self-Consistency

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:08:03.510503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:49.893680Z digest=sha256:1add46103432ae273ba43287542ed792533b0e12b64ccce06412e03471301e84

Observation e71d3f69-7c70-4c22-b022-2d34d5ec36b1 · outbound

This paper cites Deep residual learning for image recognition, 2015.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Deep residual learning for image recognition, 2015

Reference 23

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unresolved
no resolver link, observed 2026-08-05T18:07:49.972581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T18:07:49.972581Z digest=sha256:ac6d02e686e91d7f0d3211dea41c0e6943f9dd20dcd4c39e3255619c19593b68

Observation f198052a-1259-48e5-b9e3-eb757cfa0d6f · outbound

This paper cites KonIQ-10k: An Ecologically Valid Database for Deep Learning of Blind Image Quality Assessment.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment KonIQ-10k: An Ecologically Valid Database for Deep Learning of Blind Image Quality Assessment

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:08:03.271851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:50.061011Z digest=sha256:c4458052bc3db323822f06cf64f4eaeabe24d86bacd7efec3c1d7449b5f75101

Observation f1354325-ff50-47d4-807a-4bda17ea33cc · outbound

This paper cites Tongue Image Quality Assessment Based on a Deep Convolutional Neural Network.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Tongue Image Quality Assessment Based on a Deep Convolutional Neural Network

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:08:03.099143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:50.142245Z digest=sha256:2b8507f1e3b62d0adf6063a69f31ee6e7f35d153f3d0614d7ed7218b961f0480

Observation 0eb37d78-60d9-4ba5-a8fe-60463a7a9d12 · outbound

This paper cites Convolutional Neural Networks for No-Reference Image Quality Assessment.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Convolutional Neural Networks for No-Reference Image Quality Assessment

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:08:02.878405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:50.226113Z digest=sha256:6794142f7db880d8df40952263be808ad4f7db19a34baee1ca692a37026a27c2

Observation 3c2730f8-c4dd-4fec-a58d-7c063eac1c9a · outbound

This paper cites Musiq: Multi-Scale Image Quality Transformer.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Musiq: Multi-Scale Image Quality Transformer

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:08:02.668498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:50.315327Z digest=sha256:22f187430ecb3f0686d9ab5a9d8c8b419d569b9e312bbf1d1184001be4599245

Observation e9da3e0f-e088-4326-b01a-f9deeeef1e19 · outbound

This paper cites Most Apparent Distortion: Full-Reference Image Quality Assessment and The Role of Strategy.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Most Apparent Distortion: Full-Reference Image Quality Assessment and The Role of Strategy

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:08:02.514606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:50.402223Z digest=sha256:80276145e66c97e9f2e356a97d843cb2cefa5180a6ab2534d73401d05de91464

Observation b379e5d5-36e1-4c68-8edb-2fca8cf4c526 · outbound

This paper cites an unresolved cited work.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Unresolved cited work

Reference 29

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unresolved
raw_fallback, observed 2026-08-05T18:08:02.354111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:50.493657Z digest=sha256:aa445102a5113d036a107ae81fdd037a4ec9617a12e1ddac959ea554922bbe29

Observation 6c9cc890-0bca-4b21-8e18-953e3d5029b2 · outbound

This paper cites Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Blip: Bootstrapping language-image pre-training for unified vision-language understanding and generation

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:08:02.219623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:50.570406Z digest=sha256:e2a60e7dd36ed4197f463a91e9f17aaebc7060885ac1a24b11e06c0b9d5f0f27

Observation 5b1f7399-63de-4859-b51d-988e79ff630c · outbound

This paper cites Boosting clip adaptation for image quality assessment via meta-prompt learning and gradient regularization, 2024.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Boosting clip adaptation for image quality assessment via meta-prompt learning and gradient regularization, 2024

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:08:02.057575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:50.704059Z digest=sha256:919b9d874559c4b10fe0467e811c06856235bfc1272890c1ba93098fab3c9b4b

Observation aff3da79-2c6c-4384-9dc3-d7d8692de414 · outbound

This paper cites Swinir: Image Restoration Using Swin Transformer.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Swinir: Image Restoration Using Swin Transformer

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:08:01.856324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:50.960325Z digest=sha256:214862bcc86cce7317ae17ae818aa68cd68fe45914361cde4406cad244e3bbd7

Observation cf5a1ed6-f1ce-46c1-9ae8-716351ab07ee · outbound

This paper cites KADID-10k: A Large-Scale Artificially Distorted IQA Database.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment KADID-10k: A Large-Scale Artificially Distorted IQA Database

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:08:01.700232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:51.162750Z digest=sha256:473d323c2e6f47981179585969ab7b51b9ff7b28b9eafa01e35a40d9e226d735

Observation 06d09d59-1d35-49ba-a81e-cc46268e82a3 · outbound

This paper cites DeepFL-IQA: Weak Supervision for Deep IQA Feature Learning.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment DeepFL-IQA: Weak Supervision for Deep IQA Feature Learning

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-05T18:07:51.378920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T18:07:51.378920Z digest=sha256:cc9f5969376bd44c24e056435c841a7358ea9a27dafd826e3f474638c0a0e9a9

Observation 1e11acd5-2c64-4b2b-84aa-2402f44df62a · outbound

This paper cites Hallucinated-IQA: No-Reference Image Quality Assessment Via Adversarial Learning.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Hallucinated-IQA: No-Reference Image Quality Assessment Via Adversarial Learning

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:08:01.569674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:51.491125Z digest=sha256:97351e154fbe3482932ba898cb4de8389bc6067375d217bccc4f658c5ce54043

Observation 74b79f9c-7947-43e3-a11b-a40cc6283657 · outbound

This paper cites dipIQ: Blind Image Quality Assessment by Learning-to-Rank Discriminable Image Pairs.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment dipIQ: Blind Image Quality Assessment by Learning-to-Rank Discriminable Image Pairs

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:08:01.457361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:51.593352Z digest=sha256:53d1bf849dacf3a06027eaaa7c4fcfdf454ac7e92f0ea2649807590645d7833e

Observation 15e759aa-0c6c-4d24-bb25-097c9e95bc8e · outbound

This paper cites Image Quality Assessment using Contrastive Learning.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Image Quality Assessment using Contrastive Learning

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-05T18:07:51.680964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T18:07:51.680964Z digest=sha256:3c4a6da832b6937840bf56f3fe9bb87544fc21c1158b4ffede61e63c2e7cd938

Observation 0f1dea5e-5e65-448b-a70f-4eb698a28323 · outbound

This paper cites No-Reference Image Qality Assessment in the Spatial Domain.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment No-Reference Image Qality Assessment in the Spatial Domain

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:08:01.330420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:51.763675Z digest=sha256:4406f50167c29dcebe2e508f8b682e512719311fa1d18e9f8946c1282e8c7c63

Observation 20c938bd-0ed2-4c7c-b373-f3ed03cb4d4c · outbound

This paper cites completely blind.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment completely blind

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:08:01.120439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:51.835430Z digest=sha256:d89b38ab0caf7b343603b57ed45d0eb0a63d800d03880b8161c7e71eb5376954

Observation 3ddfc3d8-0986-42ae-973a-4fcc3ca849a5 · outbound

This paper cites Blind Image Quality Assessment: From Natural Scene Statistics to Perceptual Quality.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Blind Image Quality Assessment: From Natural Scene Statistics to Perceptual Quality

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:08:00.916017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:51.941067Z digest=sha256:e9e9d5f7b52fb940e717a367d7e505bc96139a0ebfa34988642cf15780ca863c

Observation c316c9f9-0705-475e-895d-6c44260f851b · outbound

This paper cites Deep Multi-Scale Convolutional Neural Network for Dynamic Scene Deblurring.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Deep Multi-Scale Convolutional Neural Network for Dynamic Scene Deblurring

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:08:00.676578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:52.041848Z digest=sha256:573d28e6e87347d24e8bf83e26d6af13dea3f70141309a24dce929b831f19bda

Observation f9ac3b26-cda3-449d-9ab8-facbd85d7349 · outbound

This paper cites Opinion-unaware blind image quality assessment using multi-scale deep feature statistics, 2024.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Opinion-unaware blind image quality assessment using multi-scale deep feature statistics, 2024

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:08:00.473204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:52.142048Z digest=sha256:1f21d11729efd9237711d859735b395995aa94438a4922f5328d122795c8cb05

Observation 6ac70611-4aaf-4e2a-bec3-98cab565e2bf · outbound

This paper cites Image Database TID2013: Peculiarities, Results and Perspectives.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Image Database TID2013: Peculiarities, Results and Perspectives

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:08:00.207416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:52.213465Z digest=sha256:784b332ab074602445746c87486c6eae66bfb8999ecfe4933d650d2961584cac

Observation 1e7f5ae7-8d31-4050-8db1-10bdfe665da3 · outbound

This paper cites Learning transferable visual models from natural language supervision, 2021.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Learning transferable visual models from natural language supervision, 2021

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-05T18:07:52.252650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T18:07:52.252650Z digest=sha256:e50fb260bd733eff78d16837d7a5d260728440aaf29a6da92c5f091b37d4ec01

Observation 21c0223b-5314-4e73-b8bc-db5a4cca9f10 · outbound

This paper cites Dgiqa: Depth-guided feature attention and refinement for generalizable image quality assessment, 2025.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Dgiqa: Depth-guided feature attention and refinement for generalizable image quality assessment, 2025

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:07:59.849073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:52.301718Z digest=sha256:a10d9fc775dddbd3de36ee13f587e535bcf391db169bdc72b8e2763dad55004c

Observation 3faf6c43-325b-4ffd-91c3-fbc44e2176fd · outbound

This paper cites Blind Image Quality Assessment: A Natural Scene Statistics Approach in the DCT Domain.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Blind Image Quality Assessment: A Natural Scene Statistics Approach in the DCT Domain

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:07:59.571680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:52.343073Z digest=sha256:90079d98db7dc3e906dabdcc5aa40457d5ca9b256747a2fb1dd86fa7f25d05c0

Observation 82a327e7-cd79-4bc8-a625-128c2e1c2944 · outbound

This paper cites Re-iqa: Unsupervised Learning for Image Quality Assessment In the Wild.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Re-iqa: Unsupervised Learning for Image Quality Assessment In the Wild

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:07:59.423573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:52.385151Z digest=sha256:bf57594aece7746fad69fe9ff70d1b7ba46309f83849924e4c15da31c4d4d2d8

Observation ea92cf59-77fc-4fbc-8726-ecad178a36a2 · outbound

This paper cites A Statistical Evaluation of Recent Full Reference Image Quality Assessment Algorithms.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment A Statistical Evaluation of Recent Full Reference Image Quality Assessment Algorithms

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:07:59.252664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:52.433109Z digest=sha256:8291e30553f459d3006ddc9fd806e707a47d97ef8c670abc4e6b1e323c2b3c70

Observation 8bcfaa06-4b51-4fb8-b686-bd54a3212908 · outbound

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

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Learning generalizable perceptual representations for data-efficient no-reference image quality assessment

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:07:59.144206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:52.475315Z digest=sha256:2c7d8ab24e7a9ce87c0c0df2c5c4b9e749acf70393e5bd3ab4a8d556eaaa7246

Observation 37ea8450-2611-41ff-b0bf-dd80b3770d14 · outbound

This paper cites Blindly Assess Image Quality in the Wild Guided by a Self-Adaptive Hyper Network.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Blindly Assess Image Quality in the Wild Guided by a Self-Adaptive Hyper Network

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:07:58.991503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:52.523282Z digest=sha256:0d4894d1e6c25049cad8e1da7003940cebeecd2e11a58e1c023161e92546dd09

Observation 601b8ad7-501e-466c-b211-feea0c89dc24 · outbound

This paper cites NIMA: Neural Image Assessment.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment NIMA: Neural Image Assessment

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:07:58.823042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:52.590313Z digest=sha256:2d514637aa54196c03f58cb522ca6f00240689c12db3e3aeb4b5748feeacba25

Observation 19a3203d-9bc9-45f3-9bda-82c34c8536a5 · outbound

This paper cites Representation learning with contrastive predictive coding, 2019.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Representation learning with contrastive predictive coding, 2019

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-05T18:07:52.669238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T18:07:52.669238Z digest=sha256:a4ad33a2ce1bfb44dd08f3e9a99aba750bc05a7f6c8e369ae471589253aa5d00

Observation 74cd8a9b-e85c-477b-87c1-58f4cf442151 · outbound

This paper cites Visualizing Data Using t-SNE.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Visualizing Data Using t-SNE

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:07:58.678302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:52.743408Z digest=sha256:7f19317bc8afb9b5696370d2abc7afdb85fb1081f47aeb13c3847f2c230a971e

Observation aeb19698-10e1-4633-9890-f6dca48ef1de · outbound

This paper cites Exploring Clip for Assessing the Look and Feel of Images.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Exploring Clip for Assessing the Look and Feel of Images

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:07:58.550498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:52.816132Z digest=sha256:e9a89a0f7d6a70c7e8c2d725199c573fb08cd14187db4ca977ef508ec561f440

Observation 03ba4597-35a0-45e7-81e3-aa562b3a6d9e · outbound

This paper cites A survey on IQA.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment A survey on IQA

Reference 55

Resolution
verified exact
local_arxiv, observed 2026-08-05T18:07:54.970239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:52.885523Z digest=sha256:4ed375e8547631354be79b1fc6724c10e694cbb1696e863ee375e666a0ec03ad

Observation 9b49c246-e3d9-4069-a26d-10514554ab94 · outbound

This paper cites Real-esrgan: Training Real-world Blind Super-resolution With Pure Synthetic Data.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Real-esrgan: Training Real-world Blind Super-resolution With Pure Synthetic Data

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:07:58.377313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:52.978781Z digest=sha256:d47b762f52b0659e5e93315cdc90608ed85c5197003307989dd27602619a4f26

Observation a8ccfa06-c20f-4b54-86f1-13db0bccc987 · outbound

This paper cites Modern Image Quality Assessment.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Modern Image Quality Assessment

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:07:58.110328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:53.057366Z digest=sha256:51593578e68ab43d9c6948e4900c5195f2006c9bd838f3d0ff6b2777876cfc3c

Observation 0f96bd2a-85f8-49e2-8514-c470399ea92b · outbound

This paper cites Why Is Image Quality Assessment So Difficult? In IEEE International conference on acoustics, speech, and signal processing , volume 4, pages IV--3313.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Why Is Image Quality Assessment So Difficult? In IEEE International conference on acoustics, speech, and signal processing , volume 4, pages IV--3313

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:07:57.940391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:53.161217Z digest=sha256:02927407681d9d07739bc32b014bf63ee0a66e23ec74566cc67e8762ef096283

Observation c47e8486-0f1d-4e23-97ff-040b6a8d693f · outbound

This paper cites Image Quality Assessment: From Error Visibility to Structural Similarity.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Image Quality Assessment: From Error Visibility to Structural Similarity

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:07:57.692639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:53.239837Z digest=sha256:d5018dc3876e87d05b3646de5dbd836fad44309a89f79deee2ec927f77fbae19

Observation 1036eb36-fbcd-42d9-9278-467707861962 · outbound

This paper cites Q-bench: A benchmark for general-purpose foundation models on low-level vision, 2024.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Q-bench: A benchmark for general-purpose foundation models on low-level vision, 2024

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:07:57.498961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:53.349319Z digest=sha256:4e39b0538527bdff62d519a8a35aedda72336631aeb6f5a5d4a11a657ad5f809

Observation 87c16838-d0ef-449b-8fdf-635e008e8668 · outbound

This paper cites Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-05T18:07:53.431719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T18:07:53.431719Z digest=sha256:184351cbfe0f714a2806fa984d507af7ba0f349d7ba5bb1a1b35962ec1398a2e

Observation 5319dd5f-5dfd-445e-a78e-4986a547ebfd · outbound

This paper cites A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-05T18:07:53.511145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T18:07:53.511145Z digest=sha256:685f4b94e7c7642523273a3a786d5828f05463f0e57a4bac7b8125fa283635c4

Observation 1ab5f441-1bd1-4a0f-93b5-e8f18af0cbfe · outbound

This paper cites Blind Image Quality Assessment Based on High Order Statistics Aggregation.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Blind Image Quality Assessment Based on High Order Statistics Aggregation

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:07:57.358714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:53.588899Z digest=sha256:026af7b3cee7a9e949cc582767c089a1aa629cfb434ee6f5b961877b58d4511a

Observation 1cb57be7-2bcd-4850-a030-6f8d877fe6f8 · outbound

This paper cites Maniqa: Multi-Dimension Attention Network for No-Reference Image Quality Assessment.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Maniqa: Multi-Dimension Attention Network for No-Reference Image Quality Assessment

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:07:57.243520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:53.668724Z digest=sha256:e6e56e7fc68350e89e2169fc3faeba3fe395728a8dbe5166c0d28a0ee993184c

Observation 22972299-2076-4649-a733-d1dfc46e3c74 · outbound

This paper cites No-Reference Image Quality Assessment Using Visual Codebooks.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment No-Reference Image Quality Assessment Using Visual Codebooks

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:07:57.105153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:53.739261Z digest=sha256:945747ce62a41492c90eacdfa19f6a123fe1364dcd21c7a2a50ae4f15d1b4df9

Observation 8d282822-31d4-4c95-aa4b-ec19af269d95 · outbound

This paper cites Unsupervised Feature Learning Framework for No-Reference Image Quality Assessment.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Unsupervised Feature Learning Framework for No-Reference Image Quality Assessment

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:07:56.966706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:53.826139Z digest=sha256:cc0741bbb9617386132b3ae34d77dd01321cf3eb407e3d036f98b5043313055f

Observation 7b9d37e8-23a7-440e-bc21-4f9f38cd41d1 · outbound

This paper cites From Patches to Pictures (PaQ-2-PiQ): Mapping the Perceptual Space of Picture Quality.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment From Patches to Pictures (PaQ-2-PiQ): Mapping the Perceptual Space of Picture Quality

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:07:56.820024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:53.933520Z digest=sha256:35c1f8690f2696c047edd438dc80d93078f308b7b94e76ecd3f1d66beddafe6d

Observation 84d60357-d10a-4050-a1b8-f935fe7b7044 · outbound

This paper cites Transformer for Image Quality Assessment.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Transformer for Image Quality Assessment

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:07:56.694998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:53.998185Z digest=sha256:8381fed744e83ddcd64070d2a0d387e8a7177a09be1a4676f62e9c19257a4deb

Observation a8870bea-7960-42b4-9479-ccb1cd592070 · outbound

This paper cites Depicting beyond scores: Advancing image quality assessment through multi-modal language models, 2024.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Depicting beyond scores: Advancing image quality assessment through multi-modal language models, 2024

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:07:56.548725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:54.074367Z digest=sha256:41d8ebf55b5b9b6bdc7df25eb6ebfed6414e171f7627f63ee38af2747782bf1e

Observation 78365638-eaec-4b06-8b66-3e0065674e70 · outbound

This paper cites Perceptual Image Quality Assessment: A Survey.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Perceptual Image Quality Assessment: A Survey

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:07:56.391132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:54.153437Z digest=sha256:71c45f474370e6cdbbcfdc9cea8bdabd1b315161c80947bf9920ea30d4d4e199

Observation 83bbca6f-0bea-40b3-8325-f47bc89da44f · outbound

This paper cites an unresolved cited work.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-05T18:07:56.220229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:54.231033Z digest=sha256:761468ca9efa756b996622d7aaedf43c3d8bfd7eed313bf2bd29393a6f30795e

Observation 0acd639f-5e8d-4d5b-aa11-d12d52076406 · outbound

This paper cites Blind Image Quality Assessment Using a Deep Bilinear Convolutional Neural Network.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Blind Image Quality Assessment Using a Deep Bilinear Convolutional Neural Network

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:07:56.046288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:54.320555Z digest=sha256:8a2546a62c1250c22205544b1d4d92da57cd228256759ccce83b6e87f743e016

Observation 404e907a-cc8f-4562-a7ac-403c62fbc75b · outbound

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

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Blind image quality assessment via vision-language correspondence: A multitask learning perspective

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:07:55.897412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:54.429404Z digest=sha256:8b2330471f555dc100a627a672b5fd3cae938fcade709caac20b6896902a48e9

Observation 82dad5a4-fcdc-4c43-a7f6-ef50dc6c429d · outbound

This paper cites Quality-aware pretrained models for blind image quality assessment.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Quality-aware pretrained models for blind image quality assessment

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:07:55.772859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:54.510046Z digest=sha256:0ea5cd6be54add248d9e01f7b1eb58464dc8dc1b418a8c81b8c046464a736da7

Observation 3a08302d-3fe4-4b79-95c8-45dbd603838f · outbound

This paper cites Vision language modeling of content, distortion and appearance for image quality assessment, 2024.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment Vision language modeling of content, distortion and appearance for image quality assessment, 2024

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:07:55.631154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:54.576015Z digest=sha256:a01cc3bcf521684d427f7caa6e5188914db312fe2c32b8fb0a010d597dfddf57

Observation 323d6555-857b-49ed-bd02-e8291af3d83e · outbound

This paper cites MetaIQA: Deep Meta-Learning for No-Reference Image Quality Assessment.

HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment MetaIQA: Deep Meta-Learning for No-Reference Image Quality Assessment

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T18:07:55.539954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-08-05T18:07:54.691484Z digest=sha256:3bf3d5f0d80d2d37f9d125af460074f1c49a35acceb2e3a7be0cc6e3dfee5c9d

Pith citing papers

No inbound Pith citation observations are available.