Paper Citation Record · LEDGER

Just Noticeable Difference for Large Multimodal Models

As of 17 August 2026, this Paper Citation Record lists 91 of 91 outbound references and 2 inbound Pith citation observations for arXiv:2507.00490.

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

pith.paper-citation-record.v1
2507.00490 v2

Coverage vector

measured 91 of 91 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:20:50.922118Z

measured 93 of 93 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T05:02:23.843390Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T09:35:39.718816Z

Reference resolution

91 of 91 outbound references displayed

verified exact0
verified fuzzy65
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e3d0ab3d-a8ad-44e0-b815-82ba91c72a00 · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

Just Noticeable Difference for Large Multimodal Models Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T21:20:42.889927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77d9dba4-2080-41ae-9af7-33c2cd83dc5e · outbound

This paper cites Learning to describe differ- ences between pairs of similar images,.

Just Noticeable Difference for Large Multimodal Models Learning to describe differ- ences between pairs of similar images,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T21:20:42.956928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62dcc9ff-7453-4148-beda-61940d3e6b9e · outbound

This paper cites Introducing llama 3.2,.

Just Noticeable Difference for Large Multimodal Models Introducing llama 3.2,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T21:20:43.022588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c94f2d42-0e33-4b1e-a9f8-424ce5228e2a · outbound

This paper cites Claude opus 4,.

Just Noticeable Difference for Large Multimodal Models Claude opus 4,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T21:20:43.109502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a634e82-7667-43f1-971d-c270b828087a · outbound

This paper cites DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding.

Just Noticeable Difference for Large Multimodal Models DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T21:20:43.176215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb8d90dd-dad5-4ce0-8369-675dc33bf0ac · outbound

This paper cites Just recognizable distortion for machine vision oriented image and video coding,.

Just Noticeable Difference for Large Multimodal Models Just recognizable distortion for machine vision oriented image and video coding,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T21:20:43.245980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 134b9b5e-f008-4758-8341-c4d9e810b31d · outbound

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

Just Noticeable Difference for Large Multimodal Models The unreasonable effectiveness of deep features as a perceptual metric,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T21:20:43.300967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49cdf6fb-69cf-4dbd-9a24-cc4ea479dad0 · outbound

This paper cites Signal compression based on models of human perception,.

Just Noticeable Difference for Large Multimodal Models Signal compression based on models of human perception,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T21:20:43.394136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b4c58ef-fa7a-4074-a894-b926009ea6f9 · outbound

This paper cites Promptrobust: Towards evaluating the robustness of large language models on adversarial prompts,.

Just Noticeable Difference for Large Multimodal Models Promptrobust: Towards evaluating the robustness of large language models on adversarial prompts,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T21:20:43.464860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8141a7a0-2f8c-4979-89ff-da78a807798a · outbound

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

Just Noticeable Difference for Large Multimodal Models Image quality assessment: from error visibility to structural similarity,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T21:20:43.583848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04325314-536f-4296-b66e-ced2b79fc68e · outbound

This paper cites Study of subjective and objective naturalness assessment of ai-generated images,.

Just Noticeable Difference for Large Multimodal Models Study of subjective and objective naturalness assessment of ai-generated images,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T21:20:43.660069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48fb8de7-49b2-4781-979d-f8c11eb8ac05 · outbound

This paper cites Intro- ducing gemini 2.0: our new ai model for the agentic era,.

Just Noticeable Difference for Large Multimodal Models Intro- ducing gemini 2.0: our new ai model for the agentic era,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T21:20:43.745754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 687350e5-5316-48a1-b0bb-b5d2c17f44fe · outbound

This paper cites Ansys speos design & validation of optical systems,.

Just Noticeable Difference for Large Multimodal Models Ansys speos design & validation of optical systems,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T21:20:43.850341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 221246b4-ad60-4965-9880-5b86253ed321 · outbound

This paper cites Thinking in Space: How Multimodal Large Language Models See, Remember, and Recall Spaces.

Just Noticeable Difference for Large Multimodal Models Thinking in Space: How Multimodal Large Language Models See, Remember, and Recall Spaces

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T21:20:43.960556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8a3b9e4-fff5-4b26-aedb-c430176dd1bc · outbound

This paper cites Jnd modeling: Approaches and applications,.

Just Noticeable Difference for Large Multimodal Models Jnd modeling: Approaches and applications,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:55.182774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 17fa52fb-39e5-412c-b679-a6d3099702fa · outbound

This paper cites Shapellm: Universal 3d object understanding for embodied interaction,.

Just Noticeable Difference for Large Multimodal Models Shapellm: Universal 3d object understanding for embodied interaction,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:55.171773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9f5a1981-3d32-40c2-9c2e-d6d730c264a1 · outbound

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

Just Noticeable Difference for Large Multimodal Models Kadid-10k: A large-scale artificially distorted iqa database,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:55.161365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 62e822e6-62ea-4964-85ad-7ac34d307d47 · outbound

This paper cites Deep learning based just noticeable difference and perceptual quality prediction models for compressed video,.

Just Noticeable Difference for Large Multimodal Models Deep learning based just noticeable difference and perceptual quality prediction models for compressed video,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:55.149478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation aeaf30cb-6b97-47a4-bfd5-3a9b06233769 · outbound

This paper cites Just noticeable difference for images with decomposition model for separating edge and textured regions,.

Just Noticeable Difference for Large Multimodal Models Just noticeable difference for images with decomposition model for separating edge and textured regions,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:55.138502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 36b06a2a-e543-4867-bee1-ea5aa6987e9e · outbound

This paper cites A medical multimodal large language model for future pandemics,.

Just Noticeable Difference for Large Multimodal Models A medical multimodal large language model for future pandemics,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:55.129181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 79710c03-7f8b-40e2-a38f-c1c5567e908d · outbound

This paper cites Drivegpt4: Interpretable end-to-end autonomous driving via large language model,.

Just Noticeable Difference for Large Multimodal Models Drivegpt4: Interpretable end-to-end autonomous driving via large language model,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:55.119555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d9dbc0b1-dec9-475a-a7f2-4b8a92ef27b2 · outbound

This paper cites Measuring contrast sensitivity,.

Just Noticeable Difference for Large Multimodal Models Measuring contrast sensitivity,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:55.109538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2da72076-bacb-42ef-86c0-4fc255e4294f · outbound

This paper cites High and low contrast acuity and clinical contrast sensitivity tested in a normal population,.

Just Noticeable Difference for Large Multimodal Models High and low contrast acuity and clinical contrast sensitivity tested in a normal population,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:55.100527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 462bca99-06e0-4090-85dd-7c3da0be247e · outbound

This paper cites Luminance-model-based dct quantization for color image compression,.

Just Noticeable Difference for Large Multimodal Models Luminance-model-based dct quantization for color image compression,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:55.090189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c61baf1f-ebd0-406e-b96c-bb0ddad6b86d · outbound

This paper cites Spatio-temporal just noticeable distortion profile for grey scale image/video in dct domain,.

Just Noticeable Difference for Large Multimodal Models Spatio-temporal just noticeable distortion profile for grey scale image/video in dct domain,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:55.079599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 60df0eb7-3615-4b55-a769-fb39eeaa8104 · outbound

This paper cites A wavelet visible difference predictor,.

Just Noticeable Difference for Large Multimodal Models A wavelet visible difference predictor,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:55.069216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 89435b52-345c-4d79-85c1-fa2cae962aab · outbound

This paper cites Toward top- down just noticeable difference estimation of natural images,.

Just Noticeable Difference for Large Multimodal Models Toward top- down just noticeable difference estimation of natural images,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:55.059653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4f98d5af-ea19-497b-8dd8-ee038a258abf · outbound

This paper cites A novel dct-based jnd model for luminance adaptation effect in dct frequency,.

Just Noticeable Difference for Large Multimodal Models A novel dct-based jnd model for luminance adaptation effect in dct frequency,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:55.050894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 52302278-ddcc-46e6-ae2d-3d6c186cc035 · outbound

This paper cites Separate visual pathways for perception and action,.

Just Noticeable Difference for Large Multimodal Models Separate visual pathways for perception and action,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:55.041854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3fbd7701-a2d7-4879-89f9-a0aca907063f · outbound

This paper cites Magicbrush: A manually annotated dataset for instruction-guided image editing,.

Just Noticeable Difference for Large Multimodal Models Magicbrush: A manually annotated dataset for instruction-guided image editing,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:55.033213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation dc876aba-97bc-4241-8eaf-149c488b1016 · outbound

This paper cites Joint luminance-chrominance learning for image debanding,.

Just Noticeable Difference for Large Multimodal Models Joint luminance-chrominance learning for image debanding,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:55.022539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 738373ca-5f1c-4a2d-bddb-4680cabb1988 · outbound

This paper cites Algorithmic optimiza- tions in the hmax model targeted for efficient object recognition,.

Just Noticeable Difference for Large Multimodal Models Algorithmic optimiza- tions in the hmax model targeted for efficient object recognition,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:55.013153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation aee07605-a6b0-48fe-96f5-88c99753178a · outbound

This paper cites Cortico-cortical feedback engages active dendrites in visual cortex,.

Just Noticeable Difference for Large Multimodal Models Cortico-cortical feedback engages active dendrites in visual cortex,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:55.003482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2f963c55-d5bb-4b36-ad33-2f67a86e1744 · outbound

This paper cites The human visual cortex,.

Just Noticeable Difference for Large Multimodal Models The human visual cortex,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:54.994506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 51fc0f9f-1f68-49f0-9571-52ff60857be3 · outbound

This paper cites Mmmu: A massive multi-discipline multimodal understanding and reasoning benchmark for expert agi,.

Just Noticeable Difference for Large Multimodal Models Mmmu: A massive multi-discipline multimodal understanding and reasoning benchmark for expert agi,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:54.986155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c3f92a25-6fc7-450a-ad2e-2de5bada2304 · outbound

This paper cites How do the two visual streams interact with each other?.

Just Noticeable Difference for Large Multimodal Models How do the two visual streams interact with each other?

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:54.976858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3bd1b378-1a1a-40dc-8a15-c04ff5e6413f · outbound

This paper cites OBI-Bench: Can LMMs Aid in Study of Ancient Script on Oracle Bones?.

Just Noticeable Difference for Large Multimodal Models OBI-Bench: Can LMMs Aid in Study of Ancient Script on Oracle Bones?

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T21:20:46.059614Z

Source-reported events for the cited work

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Observation 2a9d38e8-2664-47c0-bc29-5861b0bb7d49 · outbound

This paper cites Transfer learning for just noticeable difference estimation,.

Just Noticeable Difference for Large Multimodal Models Transfer learning for just noticeable difference estimation,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:54.967467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation bb41de42-4fd8-4736-851b-c9ddbf9f7f2a · outbound

This paper cites Visual jnd: A perceptual measurement in video coding,.

Just Noticeable Difference for Large Multimodal Models Visual jnd: A perceptual measurement in video coding,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:54.958726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation effa2099-489f-46c3-8112-d4f15a980fe7 · outbound

This paper cites A perceptually tuned subband image coder based on the measure of just-noticeable-distortion profile,.

Just Noticeable Difference for Large Multimodal Models A perceptually tuned subband image coder based on the measure of just-noticeable-distortion profile,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:54.949101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation de6fa2cc-4c44-46e6-aa34-841fc9223792 · outbound

This paper cites Perceptual video coding for machines via satisfied machine ratio modeling,.

Just Noticeable Difference for Large Multimodal Models Perceptual video coding for machines via satisfied machine ratio modeling,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:54.939587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 08b8902f-f697-4712-ab61-431d9f3a6850 · outbound

This paper cites Just noticeable difference for deep machine vision,.

Just Noticeable Difference for Large Multimodal Models Just noticeable difference for deep machine vision,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:54.928893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7f321ca8-626d-4f6d-8c06-954320e7b899 · outbound

This paper cites Bband index: A no-reference banding artifact predictor,.

Just Noticeable Difference for Large Multimodal Models Bband index: A no-reference banding artifact predictor,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:54.919632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c3d0cf7a-76a7-4a5c-93d4-3c760d631238 · outbound

This paper cites Methodology for the subjective assessment of the quality of television pictures,.

Just Noticeable Difference for Large Multimodal Models Methodology for the subjective assessment of the quality of television pictures,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:54.910404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ebaf6a98-4fec-4a81-af06-00c97d644918 · outbound

This paper cites A broad-coverage challenge corpus for sentence understanding through inference,.

Just Noticeable Difference for Large Multimodal Models A broad-coverage challenge corpus for sentence understanding through inference,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:54.901923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1d22ed78-27a9-47cf-9510-d4897e873c88 · outbound

This paper cites Bart: Denoising sequence-to-sequence pre-training for natural language generation, translation, and comprehension,.

Just Noticeable Difference for Large Multimodal Models Bart: Denoising sequence-to-sequence pre-training for natural language generation, translation, and comprehension,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:54.893570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d64baa8e-7e78-4f83-adcc-9aca170bc3c7 · outbound

This paper cites Fs-band: A frequency-sensitive banding detector,.

Just Noticeable Difference for Large Multimodal Models Fs-band: A frequency-sensitive banding detector,

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:54.884453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c1495f21-7491-40e1-97a5-776a0f875682 · outbound

This paper cites Band-2k: Banding artifact noticeable database for banding detection and quality assessment,.

Just Noticeable Difference for Large Multimodal Models Band-2k: Banding artifact noticeable database for banding detection and quality assessment,

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:54.875066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2846c634-2cd7-4326-8db8-19c59c00c6e3 · outbound

This paper cites Videoset: A large-scale compressed video quality dataset based on jnd measurement,.

Just Noticeable Difference for Large Multimodal Models Videoset: A large-scale compressed video quality dataset based on jnd measurement,

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:54.865888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6aed3f9e-0121-496d-984c-5ee84bc1cd4c · outbound

This paper cites Statistical study on perceived jpeg image quality via mcl-jci dataset construction and analysis,.

Just Noticeable Difference for Large Multimodal Models Statistical study on perceived jpeg image quality via mcl-jci dataset construction and analysis,

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:54.857727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 343109bd-fb18-44c7-851d-8dcb7358caec · outbound

This paper cites Just noticeable distortion profile inference: A patch-level structural visibility learning approach,.

Just Noticeable Difference for Large Multimodal Models Just noticeable distortion profile inference: A patch-level structural visibility learning approach,

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:54.850187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 00fec1ac-1804-43a2-96c8-5d013249af5e · outbound

This paper cites Audio–video collaborative jnd estimation model for multimedia applications,.

Just Noticeable Difference for Large Multimodal Models Audio–video collaborative jnd estimation model for multimedia applications,

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:54.842307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9f69f5c8-dc71-48c9-b7ab-9de2aada11b3 · outbound

This paper cites an unresolved cited work.

Just Noticeable Difference for Large Multimodal Models Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:20:54.834106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8725987b-c001-4628-8aca-53d6f198a322 · outbound

This paper cites On the robustness of large multimodal models against image adversarial attacks,.

Just Noticeable Difference for Large Multimodal Models On the robustness of large multimodal models against image adversarial attacks,

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:54.826750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2d237666-e216-4786-a58f-9133fbd476da · outbound

This paper cites Eyes wide shut? exploring the visual shortcomings of multimodal llms,.

Just Noticeable Difference for Large Multimodal Models Eyes wide shut? exploring the visual shortcomings of multimodal llms,

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:54.818012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0e273717-db5a-4bbe-9cc9-f19856126c54 · outbound

This paper cites Visionzip: Longer is better but not necessary in vision language models,.

Just Noticeable Difference for Large Multimodal Models Visionzip: Longer is better but not necessary in vision language models,

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:54.810103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7e154850-30ac-4e4d-b16f-12ce1b744900 · outbound

This paper cites Learning to predict object-wise just recognizable distortion for image and video compression,.

Just Noticeable Difference for Large Multimodal Models Learning to predict object-wise just recognizable distortion for image and video compression,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:54.802069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c4c6fcb0-92ec-46fe-83aa-4e17cfb47220 · outbound

This paper cites Deep learning-based picture-wise just noticeable distortion prediction model for image compression,.

Just Noticeable Difference for Large Multimodal Models Deep learning-based picture-wise just noticeable distortion prediction model for image compression,

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:54.793829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d42a5f9d-1007-4b69-8a53-05b22ea5ca1e · outbound

This paper cites Large-scale crowdsourced subjective assessment of picturewise just noticeable difference,.

Just Noticeable Difference for Large Multimodal Models Large-scale crowdsourced subjective assessment of picturewise just noticeable difference,

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:54.786029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 69729ed6-3059-4b20-af91-b4a8f81f2fc5 · outbound

This paper cites InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models.

Just Noticeable Difference for Large Multimodal Models InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-06T21:20:49.227807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df3f071d-c49e-42f9-8a53-4a0532adac36 · outbound

This paper cites an unresolved cited work.

Just Noticeable Difference for Large Multimodal Models Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:20:54.778141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 605e3009-96ff-40a9-9b1b-43dd37d93f20 · outbound

This paper cites Gaia: Rethinking action quality assessment for ai-generated videos,.

Just Noticeable Difference for Large Multimodal Models Gaia: Rethinking action quality assessment for ai-generated videos,

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:54.770693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 278200d1-3aaf-4cc5-96ac-d3f5309dab3b · outbound

This paper cites Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling.

Just Noticeable Difference for Large Multimodal Models Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-06T21:20:49.336223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 872f8456-a986-4364-855b-e5f1f8900fae · outbound

This paper cites On the foundations of vision modeling: I. weber’s law and weberized tv restoration,.

Just Noticeable Difference for Large Multimodal Models On the foundations of vision modeling: I. weber’s law and weberized tv restoration,

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:54.762283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c338fac4-0aef-4ccc-ab60-2566ea347818 · outbound

This paper cites MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models.

Just Noticeable Difference for Large Multimodal Models MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-06T21:20:49.413923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b801e64-d37b-4c53-a696-1089de9b31fc · outbound

This paper cites Qwen2.5-VL Technical Report.

Just Noticeable Difference for Large Multimodal Models Qwen2.5-VL Technical Report

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-06T21:20:49.446853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9d1fc0c-10b8-4f56-9559-60899417bca2 · outbound

This paper cites Smolvlm - small yet mighty vision language model,.

Just Noticeable Difference for Large Multimodal Models Smolvlm - small yet mighty vision language model,

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:54.753477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 058e8635-5bac-4dd1-aa5a-97ce6729cbbf · outbound

This paper cites The first comprehensive dataset with multiple distortion types for visual just-noticeable differences,.

Just Noticeable Difference for Large Multimodal Models The first comprehensive dataset with multiple distortion types for visual just-noticeable differences,

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:54.744727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ad6d32b4-6948-4702-b6e1-c9ca4d535944 · outbound

This paper cites Picture- level just noticeable difference for symmetrically and asymmetri- cally compressed stereoscopic images: Subjective quality assess- ment study and datasets,.

Just Noticeable Difference for Large Multimodal Models Picture- level just noticeable difference for symmetrically and asymmetri- cally compressed stereoscopic images: Subjective quality assess- ment study and datasets,

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:54.736409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5baf3a9d-691f-4b41-b8c4-6a8a227c5911 · outbound

This paper cites Measure and prediction of hevc perceptually lossy/lossless boundary qp values,.

Just Noticeable Difference for Large Multimodal Models Measure and prediction of hevc perceptually lossy/lossless boundary qp values,

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:54.727898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 21501c7e-ce82-4578-bdfa-cb953da6572a · outbound

This paper cites A survey on multimodal large language models,.

Just Noticeable Difference for Large Multimodal Models A survey on multimodal large language models,

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-06T21:20:49.625012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5b5ee19-9ebe-44ce-b5d9-a01653385301 · outbound

This paper cites Progress and opportunities in modelling just-noticeable difference (jnd) for multimedia,.

Just Noticeable Difference for Large Multimodal Models Progress and opportunities in modelling just-noticeable difference (jnd) for multimedia,

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:54.718958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1ac50185-9c9d-4b52-80c6-325fa470db7f · outbound

This paper cites Jpeg aic-3 dataset: towards defining the high quality to nearly visually lossless quality range,.

Just Noticeable Difference for Large Multimodal Models Jpeg aic-3 dataset: towards defining the high quality to nearly visually lossless quality range,

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:54.709379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation bd154caa-fe27-4cee-956b-374d1ec55f48 · outbound

This paper cites The r3vival dataset: Repository of room responses and 360 videos of a variable acoustics lab,.

Just Noticeable Difference for Large Multimodal Models The r3vival dataset: Repository of room responses and 360 videos of a variable acoustics lab,

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:54.699951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3b5682f7-4f28-4834-b51d-0476e53a86fc · outbound

This paper cites Jnd- pano: Database for just noticeable difference of jpeg compressed panoramic images,.

Just Noticeable Difference for Large Multimodal Models Jnd- pano: Database for just noticeable difference of jpeg compressed panoramic images,

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:54.583580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b9fa0a11-cba6-4d2d-8cad-02b554d6d439 · outbound

This paper cites Per- ceptual visual signal compression and transmission,.

Just Noticeable Difference for Large Multimodal Models Per- ceptual visual signal compression and transmission,

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:54.229569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1ffb1e38-423b-477f-af13-f6bc75d054b1 · outbound

This paper cites Survey of visual just noticeable difference estimation,.

Just Noticeable Difference for Large Multimodal Models Survey of visual just noticeable difference estimation,

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:54.027325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a3d19a8a-427d-4758-b754-731de55c1d59 · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

Just Noticeable Difference for Large Multimodal Models Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-06T21:20:50.044144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69e9bdae-5c76-42fe-b43a-c4881525d541 · outbound

This paper cites From just noticeable differences to image quality,.

Just Noticeable Difference for Large Multimodal Models From just noticeable differences to image quality,

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:53.815966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a5b1c13f-953c-4a0b-b6c8-49ce072921df · outbound

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

Just Noticeable Difference for Large Multimodal Models Q-bench: A benchmark for general- purpose foundation models on low-level vision,

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:53.482160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 172a15d8-f832-43eb-903d-f8da4ddb6460 · outbound

This paper cites MM-LLMs: Recent Advances in MultiModal Large Language Models.

Just Noticeable Difference for Large Multimodal Models MM-LLMs: Recent Advances in MultiModal Large Language Models

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-06T21:20:50.205406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 982b9b66-8e80-4c56-b921-896c2d1ec65c · outbound

This paper cites Multimodal large language models: A survey,.

Just Noticeable Difference for Large Multimodal Models Multimodal large language models: A survey,

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:52.905682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ef1d5353-2779-4e11-89db-a669f653ad6f · outbound

This paper cites Mcl-jcv: a jnd- based h. 264/avc video quality assessment dataset,.

Just Noticeable Difference for Large Multimodal Models Mcl-jcv: a jnd- based h. 264/avc video quality assessment dataset,

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:52.483145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 122b0822-c5af-4209-b291-5a8808548e03 · outbound

This paper cites Pattern complexity-based jnd estimation for quantization water- marking,.

Just Noticeable Difference for Large Multimodal Models Pattern complexity-based jnd estimation for quantization water- marking,

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:52.220005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e0c0841a-52d3-4656-ba1a-b124e48c6a82 · outbound

This paper cites Image quality assessment using the ssim and the just noticeable difference paradigm,.

Just Noticeable Difference for Large Multimodal Models Image quality assessment using the ssim and the just noticeable difference paradigm,

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:52.040659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 32818410-0a58-40c7-82e2-9c5c6ba71f3b · outbound

This paper cites Hierarchical predictive coding-based jnd estimation for image compression,.

Just Noticeable Difference for Large Multimodal Models Hierarchical predictive coding-based jnd estimation for image compression,

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:51.811684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8fe4b49f-581f-4610-b34e-e3378af60ee5 · outbound

This paper cites Sg-jnd: Semantic-guided just noticeable distortion predictor for image compression,.

Just Noticeable Difference for Large Multimodal Models Sg-jnd: Semantic-guided just noticeable distortion predictor for image compression,

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:51.497767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 335c3728-cb47-4f1f-b2e8-a2ab4a383b00 · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

Just Noticeable Difference for Large Multimodal Models Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-06T21:20:50.665055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37ebc324-eb52-45f2-9452-0be6ffa5a6db · outbound

This paper cites Hello gpt-4o,.

Just Noticeable Difference for Large Multimodal Models Hello gpt-4o,

Reference 89

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:51.319656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c966998c-fb08-4382-b0ef-f4406a9a5b0e · outbound

This paper cites Gemini 2.5: Updates to our family of thinking models,.

Just Noticeable Difference for Large Multimodal Models Gemini 2.5: Updates to our family of thinking models,

Reference 90

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:20:51.105700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 949a698e-d661-43d8-b1b8-e435b42c8cbf · outbound

This paper cites LLaVA-OneVision: Easy Visual Task Transfer.

Just Noticeable Difference for Large Multimodal Models LLaVA-OneVision: Easy Visual Task Transfer

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-06T21:20:50.922118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 0878a9de-c016-42c2-bc2d-b1f6b2efa25f · inbound

PictOBI-20k: Unveiling Large Multimodal Models in Visual Decipherment for Pictographic Oracle Bone Characters cites this paper.

PictOBI-20k: Unveiling Large Multimodal Models in Visual Decipherment for Pictographic Oracle Bone Characters Just Noticeable Difference for Large Multimodal Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-05T05:02:23.843390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7664ba3e-3528-4e15-ac8e-5c0316beca5f · inbound

Beyond Single Character: Evaluating MLLMs for Sentence-Level Oracle Bone Inscription Understanding cites this paper.

Beyond Single Character: Evaluating MLLMs for Sentence-Level Oracle Bone Inscription Understanding Just Noticeable Difference for Large Multimodal Models

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-07-01T09:35:39.721412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.