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Paper Citation Record · LEDGER

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

As of 9 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 2026-08-09T06:31:02.800959+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

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
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T18:07:48.183580Z digest=sha256:8231a9fb678a087979968d714fd0fcc56c7f617da7e98fe634662f52b9285faa

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:d0b4a73571fcdd78a50f2d7147428f5b28245e6095cc2cb7afaa4e8362dcf17c

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:48.319234Z digest=sha256:f04d1d2308840845428ac08830c83442eb4a24e910ed0653fe0b969cc1acd6e9

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=sha256:6efb1450b3df6d21189c639b14675bd2c1cb7a5505cecbe4ee96cd0893f80ed6

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:48.577833Z digest=sha256:0e27b2ed529f4f7d814d5be0b5f9a980c529071219f8572174f714ea49b625c7

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:48.652899Z digest=sha256:5de9034bd7f1851cce3ee2d7ad5b088270a77aa1a113a045b79d2a5058073248

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:48.742324Z digest=sha256:a721efb4f454e4b11d471c1d49ec739996bd813bfa7bda6e78bc6d0869992b18

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

Resolution
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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:48.827802Z digest=sha256:986fe50022da8955b631866cb56897de66a80986d0ef477bba918dcbad4b4e92

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:48.902313Z digest=sha256:e021f487bcb78d65b8bb337b9698c19bff1d3ad3e32f774dd466b521956d286e

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:48.962357Z digest=sha256:55f2891299e564c6051e21ef05a907d1008bfe10bdee2ea37a46df7570f27af4

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:49.041574Z digest=sha256:9c79737679d5f0dd56cd0a50cac9a6eac308f5e7e7c08e7653a6b14406582329

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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unresolved
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=sha256:17359a941b2d4540a15a828d0b5faa3de17b449f10da2672c83835f61aa3b1af

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:49.250134Z digest=sha256:fdc4e984c25f3851862184548c690ffb8daf31f4cf1dea5a7fdbe2abe7687ad5

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:49.314185Z digest=sha256:70233cbd3a7ba4d236665f5d7409cd19efd09412d91de9194d69e8c756ca837c

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:49.386635Z digest=sha256:cf95b997e1b066cba4df774d8b09c9c51955c9e3fe0ab4b43a62499c2d31197c

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

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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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:49.489069Z digest=sha256:1acaa5df4ee840e8f00b73943bd3537a0634e36c81b98826f833795b17f6671f

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:49.579323Z digest=sha256:bcdb1c0126f01c3aa3e9e75206a50efaecbf9ef91cfe2bbcf9ec0c70c5a87536

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

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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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:49.657574Z digest=sha256:855acc404c30578a4081bcab09325b4fb0bcef936928ef0d8dcfcb6932f82284

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:49.728691Z digest=sha256:076d00250a3cfc22610c5ce0de29783a446fee8a98f68347368c0ad6174fceae

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:49.818848Z digest=sha256:33bc906ea874e269fc3f8c2b26a09b4de2fc4b8edaacddb0644ff58919ddd0d4

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:49.893680Z digest=sha256:e1d9b5d1ec0ecac59d8eaf3c3b18f8ce54e88f4645b02ceb7f77d453feadd4fd

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

Resolution
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:d69f6cb7b765442ce7ade59092f8207ff72cf0731959d35062ccadedbe323838

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:50.061011Z digest=sha256:014335aa66c39a709be41b297f0c46ccf497f4ee5732ff9af4f483fe6904a4e0

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:50.142245Z digest=sha256:5f04af614ec99b71d1416f8580e2f3c61c115cb9ec4e3de44ae632b2c517ff25

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:50.226113Z digest=sha256:f9023e88518a56c333f92aa6185bd07265cd0447bc17545cc086dc077581bc24

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:50.315327Z digest=sha256:5fcc2ee7255c473d3b4ca6614e235c3856d6b2054cd076284ac740c02004cfcb

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:50.402223Z digest=sha256:12f656c7f51f08466d7c989ccf0a4af6657d94a748f0c7565fab228b42a9fa1d

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:50.493657Z digest=sha256:ea65bfae732f64031dd3cf2e9ccbf308b2ac5afd2398b8dc6d2db8d757d66f58

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:50.570406Z digest=sha256:5f7cf778abbcb6a5914642e3adfdda0d6360dd56bbdf43f91fcd1dfc85160e8c

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:50.704059Z digest=sha256:fa6cea36d75dcc1c7762b30e7fa73b70795b1dca94a972803ab4a2137bfb8f50

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:50.960325Z digest=sha256:abb852cb8a9f3809d7525d24e6d48faaf68e01e8bac4b7265af68adbdb02f3eb

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:51.162750Z digest=sha256:86c10f6c4cf7e96b95931d9addc6c4e4eb3b70c176aa26a368e1bfac648cf8aa

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:b94b586c59ba08412cc539d7e6443ebb2fbd0f72bd5a2d6de649fc1daeaf9b93

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:51.491125Z digest=sha256:46cc33c021ad2787360e5b14a6a00ed5e05ab1e10e657ab06252b71de7559394

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:51.593352Z digest=sha256:3834121c401a28c58c130c4877b432569527bd12e82c3c75f057867ad14249b4

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=sha256:5f6b39619463e0f6273d20c1ee321db6773c29fbe8d1acf9b8b4b2adccdd50ed

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:51.763675Z digest=sha256:9b5f0a412ab89cac2e3f5bea78d4aa82d6be3c266dfb722f6fa42d7d36e196dd

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:51.835430Z digest=sha256:ed2581a61e6667ed7e7004eba84a3611e7eabce02450f86d2ead3464ab9aa4ce

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:51.941067Z digest=sha256:90eeaf2b649318539cfc793d179aac949a6782f2b544333dc3bf89874c7e57ea

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:52.041848Z digest=sha256:98dfd1bc828c6c80ea7ebd21e590f5ecc36b10a0e94fe0591c08e73035299037

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:52.142048Z digest=sha256:9bf2f9ad2f3c8dd1fd2a402b676fea61b43bc20c9a7712e3ce3403a2c12025cc

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:52.213465Z digest=sha256:a3c40548de7acf4405fb28e6463a8d08ea7a3df942fca591f0a4712d69ded823

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=sha256:5f6432721b6be8ad92445f0db84f1911d4825629a2ac99fe35351691a84a8379

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:52.301718Z digest=sha256:9f070d92b9f2efabe7a12da22b6115a724bafa75e65558599c345849d7bea60b

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:52.343073Z digest=sha256:f3b2c7c5e45eb045b36254264749162cd64e7663520a424fa4c4f349a96dfebd

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:52.385151Z digest=sha256:ce70660157430406d16254c138b64e4b5ded493301761c7debbc30bb4c47ff66

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:52.433109Z digest=sha256:4bff4aacdf6ffcf9e9ceaf70e697135950e5feff0df9b40ef2edaa85afc2f7d2

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:52.475315Z digest=sha256:d8206854f6240cd2f00675f8f3312b26e57aea27a14509ca38165ac1f37fbb91

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:52.523282Z digest=sha256:ac561fa1e7dfb230d9f871a3b7298429d4435219ba483cce09aa51fd5cd69808

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:52.590313Z digest=sha256:a83e75f2910b91c292ed43f732f07465b89ca45acb7f7d406dcb726743ed9a42

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=sha256:264c5eb26b6ba8cba9d719d40ebc4f3d4acd525242e45fccab65316ec60b918b

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:52.743408Z digest=sha256:861a4234e2fe6a845117fda6496c74f1199e1a3a22fd6444b763b77f37123526

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:52.816132Z digest=sha256:cc63ff5e756bf1560ffe68a1ab289024fbfa76572d52b68fec958a893da3e897

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:52.885523Z digest=sha256:4ee78fe66731fb2ffa4158955224fe40a85ca114854cc306e74cb5cf74a18584

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:52.978781Z digest=sha256:e23add083400e17d9b7734a0d250fa8e4cc462821a02d9d630c55f75ee5c760d

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:53.057366Z digest=sha256:842ca4e633404246b83773682b022f4138c70127b00dd4b7fd42b20a16159264

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:53.161217Z digest=sha256:f92ef30713232cc45da2d583d1b1de746c397332e4ce370454eceb6770a36a7a

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:53.239837Z digest=sha256:dd20794a9899da7a9b9d68110bb0d2d09245aa7be4b35248dc0e264380a72632

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:53.349319Z digest=sha256:76033f6c7d737df78f4975001465241c63eae6c9db444dae0c6e8a10a454c4b0

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=sha256:326e0757f6c06c81f44df93837f57db1205af49492ef9f074b74124512db63e1

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:aa1cc445f0ffa183899cb88efaaad6fbd61a8b4660fbe9ce03c614ca82fd5d0c

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:53.588899Z digest=sha256:d5ae335105256f7aee7788bbc895de3b0b16298beb9f673a42e1945a4194aa01

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:53.668724Z digest=sha256:b802d55b403f225cc1c764990257654551139122fec85064e84296b5c5ba90a7

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:53.739261Z digest=sha256:3d0a17203565246128c29e468c334464c35d432527f81c420deb3a8a4bef9f3b

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:53.826139Z digest=sha256:9070123b054fbc9f1bb494a35c94bb4e162d3d4c99c99065ce5a6db1e99126a0

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:53.933520Z digest=sha256:1e8d175b896b8d61c13e62c622dcc321542d4b82d7f11a1afadd544fb369033e

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:53.998185Z digest=sha256:5ba9554c52a9b85a2e980f45e676e6f3c47685e3814d31d4c3672fba24e9a538

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:54.074367Z digest=sha256:09fc18821a4668db63565c56086b6f0da5fb801a0ac1fc0524fdd5d9b969f836

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:54.153437Z digest=sha256:2c00d26e721e11c7476ce266c9422271878fafebeb813a659b2ff3eb77baa0ee

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:54.231033Z digest=sha256:4c07c911cb8994cd7ec85c1fa61eb0e131099bd16c4a04208e8033535a610c97

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:54.320555Z digest=sha256:962ee4c196832c432db25ffd0f11340b4754412b11f2be1deef7828e10fec022

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:54.429404Z digest=sha256:9286904db9111dd81b2a2057906a13bd1309ec6ae906ec8ea2c4eef3582207c8

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:54.510046Z digest=sha256:e8c1795811be9386be71319ee426319ab456433e7b94ad7fe796666bbaecf92d

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:54.576015Z digest=sha256:52316564b033d5716e9d768cdc51a9532731e1b8e844dff1481ece2b38467172

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T18:07:54.691484Z digest=sha256:4741b6927b309ed506a2d1e3a97045dd14586b0e08cfc6a3cfaa4e13a0b772bf

Pith citing papers

No inbound Pith citation observations are available.