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Paper Citation Record · LEDGER

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning

As of 14 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2412.11952.

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

pith.paper-citation-record.v1
2412.11952 v1

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T14:29:04.464288Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

55 of 55 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved55
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3f9f17fd-83e8-40d8-863b-84804bba33b1 · outbound

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

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-11T14:29:04.260888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:29:04.260888Z digest=sha256:e693678d41166f8084ce7530b37591146c2dfa589d3f6a1b3bfa130e48a87f0e

Observation 36a05b6b-56ca-4739-91b1-32bdb6fdd597 · outbound

This paper cites an unresolved cited work.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:29:05.058366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:29:04.265348Z digest=sha256:a9d3c669510d229e98f5ebd7c7fb1410703088c6cce05155dd65345fc4175317

Observation e3533081-d806-43c3-a799-22ddc3b867a0 · outbound

This paper cites an unresolved cited work.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-11T14:29:04.269396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:29:04.269396Z digest=sha256:d6247d9bd5be81d84991936915591e4be9c500c9e6546d7ab59dc5af58cb36be

Observation 08a3ed7a-edc0-4520-81c5-effe8f0db83e · outbound

This paper cites ShareGPT4V: Improving Large Multi-Modal Models with Better Captions.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning ShareGPT4V: Improving Large Multi-Modal Models with Better Captions

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-11T14:29:04.273669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:29:04.273669Z digest=sha256:f57605b78afe14f7a2d0a6e9a14de55ef5ad3da72af1f700a2a091f72944a93a

Observation b0414b63-b75d-482d-a5eb-9d3cb06fc849 · outbound

This paper cites an unresolved cited work.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:29:05.040706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:29:04.278182Z digest=sha256:4a5496a16706de321d43714524b034112da72482fd79db5ff5e9c19c06c150fc

Observation 08695183-bc30-4f9b-a40b-1c712fe9f94c · outbound

This paper cites E.; et al.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning E.; et al

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-11T14:29:04.282870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:29:04.282870Z digest=sha256:dbf1411069557016edc21c4d7639bc8eaa0972f502326e2c47bc142e374d5e8a

Observation 69a95772-4efa-4285-878d-c5fc45c32862 · outbound

This paper cites GLM: General Language Model Pretraining with Autoregressive Blank Infilling.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning GLM: General Language Model Pretraining with Autoregressive Blank Infilling

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-11T14:29:04.287378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:29:04.287378Z digest=sha256:f85104f3b4a27d4b90b6c68664dabccacdc8a1bcfb32a1ade4701724c493748d

Observation f7dfa471-ab95-4a2a-bc05-89d06c7e244f · outbound

This paper cites an unresolved cited work.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:29:05.022475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:29:04.292164Z digest=sha256:699203d32a5bfb6a5bff06fb55c0dbd06cf8a745d408e7225747ffc26afff608

Observation 23e9b1e3-08cc-4d24-89c5-3e855c50fb34 · outbound

This paper cites an unresolved cited work.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:29:05.011245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:29:04.295671Z digest=sha256:0dee923151be4a036b904f0e65eee3767a255368f322344d0b8a7738569bb617

Observation cd41d778-1d60-4a0d-844b-94e847e5e25e · outbound

This paper cites an unresolved cited work.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:29:04.997919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:29:04.299686Z digest=sha256:51efc578a0268ca3d4ab9f4c48d54d71681a297c402f3f1bdea26fb84c460bf9

Observation 2adefc5b-7793-476d-b53a-d2b011010080 · outbound

This paper cites an unresolved cited work.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:29:04.987920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation d1a44710-d1b1-4610-b4a4-3900adb91223 · outbound

This paper cites an unresolved cited work.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:29:04.976377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:29:04.307084Z digest=sha256:93d536db0b00293d5f49ee73bce3ee676141d235adb705026a125ee0db80bd12

Observation 3d6a125b-f810-44b4-9a4b-b4dc6ed797e1 · outbound

This paper cites an unresolved cited work.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:29:04.964411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:29:04.310852Z digest=sha256:b0259f8bb692274b136c3d0c740df842a49ca272bf5064b4b2d80ad480ce7864

Observation 2ea91ade-5c33-4327-a18a-d29aef38590c · outbound

This paper cites an unresolved cited work.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:29:04.953192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:29:04.314747Z digest=sha256:37ab26ab25bd48ecc72eb81e8bb0acf3207534659610592b5266e638a1ce16b6

Observation 0617b362-cc91-4c9d-aa66-b62ff3cf7680 · outbound

This paper cites A.; and Manning, C.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning A.; and Manning, C

Reference 15

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unresolved
no resolver link, observed 2026-08-11T14:29:04.318620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:29:04.318620Z digest=sha256:bedcc81fcb3a75133ecb11ab13f1c29f1701c689c38cfc5864e66b3409974fda

Observation 3deb1090-9457-4871-8938-602a0a6d05fe · outbound

This paper cites an unresolved cited work.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:29:04.933598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:29:04.322446Z digest=sha256:5b388dff7f22c859117d434257c9211ab2b654a4cfffbc04189fc28220e0ecc1

Observation 7e7e3a59-6426-4a7c-83ab-8f1a1f167659 · outbound

This paper cites an unresolved cited work.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:29:04.922832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:29:04.326137Z digest=sha256:679d1f68a0104e04c1ac0e0d7f4d4fb8b8d01409177a13e3dfae11b551418315

Observation a129a20b-c5f5-4867-9030-45b532e5fd2f · outbound

This paper cites an unresolved cited work.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:29:04.912252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:29:04.329778Z digest=sha256:1b09b932ed574a114e79fcca374f21861ad6ee8d7cbb0a03f7b1995ff070e41b

Observation e5fa889c-53ad-4d51-8f45-dfd142c4e186 · outbound

This paper cites an unresolved cited work.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:29:04.901441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:29:04.333346Z digest=sha256:a16bd202e08c0bc7dcaa8656fe1b036f2b6c53dafd6fcb3139f76047517e9628

Observation 7c37740a-66f4-49e2-8231-9e57c272f1d9 · outbound

This paper cites an unresolved cited work.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning Unresolved cited work

Reference 20

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unresolved
raw_fallback, observed 2026-08-11T14:29:04.886628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation db4fc641-d8c7-442c-8d53-27889315b6d2 · outbound

This paper cites A.; et al.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning A.; et al

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-11T14:29:04.339915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:29:04.339915Z digest=sha256:adb90d8c69a47dae3c66254452ee7c1447ed62db3c1c5d3ba67480cca335c563

Observation ae0d793e-cde2-4f1b-965d-b50b16af1d88 · outbound

This paper cites BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-11T14:29:04.343004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:29:04.343004Z digest=sha256:edfebaab1122d2b0b2ce971bfd8182bc11de7a60c41b0e95cef33de59bdc04b1

Observation 5c39cbb7-7f9f-4b44-82ff-80991e27490d · outbound

This paper cites an unresolved cited work.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:29:04.868321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation a7d3dc64-0301-4a6f-8dda-ac78f4a9e1f1 · outbound

This paper cites an unresolved cited work.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:29:04.856355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:29:04.349634Z digest=sha256:b256732a492c5657a0cf26ec5b740f4cfb15fb5caeff31849cb30d35a0e019fd

Observation 6284b546-c71d-4d30-9958-7a51dd0fc3aa · outbound

This paper cites an unresolved cited work.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-11T14:29:04.352596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:29:04.352596Z digest=sha256:c93acbe56638aec0a0f36dd06774230387b22b50f84cf4a0cc64395915f2e5d9

Observation 5399d8f5-dcb7-4a5d-8efc-77b0ed3ec60b · outbound

This paper cites Improved Baselines with Visual Instruction Tuning.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning Improved Baselines with Visual Instruction Tuning

Reference 26

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation a1d6bd93-96ba-4381-85eb-a40a9640b773 · outbound

This paper cites an unresolved cited work.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:29:04.838330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 47edcfc7-b332-4d33-871d-f659fac2fa37 · outbound

This paper cites K.; and Chakraborty, A.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning K.; and Chakraborty, A

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-11T14:29:04.363524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:29:04.363524Z digest=sha256:b63dc7beec684340a7c931613566f799f626eee9e3dc2260e12756569fda070f

Observation c028f323-baf2-4165-8f25-acd8a7cce1e8 · outbound

This paper cites an unresolved cited work.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:29:04.820113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:29:04.367618Z digest=sha256:2d879110ab78b60875826d1b1deb9a47d6718f17271d6cd7838a2baa6366465d

Observation 0fb9f87f-acc7-4d73-bce2-4733f3854376 · outbound

This paper cites an unresolved cited work.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:29:04.809204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:29:04.371350Z digest=sha256:2fcda78cced1217fbcaf93a8dc6441cd71a9e887919a6801d9d323b6829aa4c9

Observation 36c76c52-467b-4c64-bb3e-7910b6088384 · outbound

This paper cites an unresolved cited work.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:29:04.796974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:29:04.374907Z digest=sha256:35449172e7794937376d3f159ec5b02040eb1e9a7a3da6a04a71a6b57a1fe75a

Observation b84ab55c-114f-4bed-8c69-fa60d5cf2695 · outbound

This paper cites W.; Hallacy, C.; Ramesh, A.; Goh, G.; Agarwal, S.; Sastry, G.; Askell, A.; Mishkin, P.; Clark, J.; et al.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning W.; Hallacy, C.; Ramesh, A.; Goh, G.; Agarwal, S.; Sastry, G.; Askell, A.; Mishkin, P.; Clark, J.; et al

Reference 32

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unresolved
no resolver link, observed 2026-08-11T14:29:04.378814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:29:04.378814Z digest=sha256:5aa0d995fd39c36439ad7d28210e24c5d91b40704fcf8c15971d8bad7fc86c10

Observation 681f689b-c003-49ee-9f44-2d84cf3200eb · outbound

This paper cites an unresolved cited work.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:29:04.780134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:29:04.382367Z digest=sha256:ab522ffff61e266b730448f4a120837c1429be44575b16a4b6543272fedb8691

Observation 86733023-4da8-4662-8b3c-371fb19acd9c · outbound

This paper cites Large-scale Classification of Fine-Art Paintings: Learning The Right Metric on The Right Feature.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning Large-scale Classification of Fine-Art Paintings: Learning The Right Metric on The Right Feature

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-11T14:29:04.385886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:29:04.385886Z digest=sha256:340d68dbe6b10f099354d7ffa7485e9ebcb40edbbb5011b65665c1f35e37f7f0

Observation 451d92ae-e446-46b6-a2ad-85846c347707 · outbound

This paper cites an unresolved cited work.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning Unresolved cited work

Reference 35

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unresolved
no resolver link, observed 2026-08-11T14:29:04.390449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:29:04.390449Z digest=sha256:0109590e09e6a42f498e4a466be59f9085017f8d920ed0eac812d600380d320e

Observation 5cecec58-6af8-4bc6-a1f1-060463a77296 · outbound

This paper cites an unresolved cited work.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:29:04.762030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:29:04.394349Z digest=sha256:bc37bc4214f2e002b36d23c73ad7cf262c06379bbcc05501a278489c751ef505

Observation 37e42755-50d5-45a4-99bd-7faeeb8aa4cc · outbound

This paper cites an unresolved cited work.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:29:04.749011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:29:04.397525Z digest=sha256:3e493aed10230d8c286902ebb4beae9c47bb0565409852abffc1d94893c5b60d

Observation c4e30e26-5bb5-4f66-804f-8d39db4b0b7d · outbound

This paper cites an unresolved cited work.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-11T14:29:04.400943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:29:04.400943Z digest=sha256:8cbb288e24a0d1ab62577cb6a8988c9797ff54dbe12e96f56f9f0df40b24d91b

Observation 5a7c380f-ff1c-4125-9fc2-a0805a9683ba · outbound

This paper cites an unresolved cited work.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:29:04.731584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation f706b0dc-398a-4973-92fb-f12b81ed17fb · outbound

This paper cites CogVLM: Visual Expert for Pretrained Language Models.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning CogVLM: Visual Expert for Pretrained Language Models

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-11T14:29:04.408030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:29:04.408030Z digest=sha256:a7e4a4d7f8997e91cf1dd65c9c2b5725e21b0cac6bf872ad607c9b50b4507d65

Observation 68fbe992-5c50-4bdf-acd8-7e779db660ff · outbound

This paper cites an unresolved cited work.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:29:04.719650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:29:04.412009Z digest=sha256:d86c3b188554615f1f88eb26482cfe43fa57e693abbe01f2574b41aa815a5659

Observation e867a1a1-0e65-40fb-8122-271c6dcb92f4 · outbound

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

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-11T14:29:04.415591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:29:04.415591Z digest=sha256:164e38304f057b51d2ec6192e8f8b434468d18ba3daf229161b96398ba704aaa

Observation 32d3d45b-5f26-4e85-a82d-2238b457e228 · outbound

This paper cites E.; and Huang, G.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning E.; and Huang, G

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-11T14:29:04.419286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:29:04.419286Z digest=sha256:8e1d50bcb5fd985a6ff9a61aeda1e48b9bcd1eb424400fb8387d4ebe3eacdaa9

Observation b2719b9a-59eb-4726-aa76-363b97e45e0e · outbound

This paper cites CLIP Brings Better Features to Visual Aesthetics Learners.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning CLIP Brings Better Features to Visual Aesthetics Learners

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-11T14:29:04.422718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:29:04.422718Z digest=sha256:2f1b67537fc3bcf69640a03c12b603768890fa8aa34086d60b5e7b2d6b93a2dd

Observation 3e645d35-cb08-467f-b35c-40fd4c238e89 · outbound

This paper cites an unresolved cited work.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-11T14:29:04.426731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:29:04.426731Z digest=sha256:9ad77cf2c637f335aac32faa3d1c7cd1911c55f06ff8ed7a7d50441e6c99b798

Observation 5a4707ed-d39e-41c0-acec-bbc1b50ecfce · outbound

This paper cites an unresolved cited work.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:29:04.692951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:29:04.430707Z digest=sha256:82b646567d961ea91e5c054a2da3e9f48f47962e0df1aba4f5cc90ad2ce4b6bc

Observation bcafcbb4-c7dd-486d-b25b-44f3f7570ba6 · outbound

This paper cites CoCa: Contrastive Captioners are Image-Text Foundation Models.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning CoCa: Contrastive Captioners are Image-Text Foundation Models

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-11T14:29:04.434407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:29:04.434407Z digest=sha256:6aa04fc54a4f97abfb4adfdc0b3f04c4f6d283f9c9b7aac0d572e74b7d1df611

Observation 6bde8c3e-a1ed-4be6-afc1-db4d88163cf7 · outbound

This paper cites UNIAA: A Unified Multi-modal Image Aesthetic Assessment Baseline and Benchmark.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning UNIAA: A Unified Multi-modal Image Aesthetic Assessment Baseline and Benchmark

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-11T14:29:04.438233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:29:04.438233Z digest=sha256:a243bbfc0089ba78b4e5a7e50a5b8828b8e8c28d6dd9492697fdce915ae9c2c6

Observation 47aab72c-d116-4816-8fdf-e2a71d83ecb9 · outbound

This paper cites MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-11T14:29:04.442389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:29:04.442389Z digest=sha256:4af3fd9c598f0614e45830cc7ec97ceb6fab333b57564f585ac992e5a41fd5ad

Observation 6f90aa08-2a8f-4aa7-baf8-1d7f24524cc5 · outbound

This paper cites an unresolved cited work.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:29:04.681977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:29:04.446402Z digest=sha256:2d745d27cd94fc8e014840a8b96593517d6e7def0881c1a56b17155a47491967

Observation 81fe1e5d-149a-4448-882c-b815a36c0c07 · outbound

This paper cites an unresolved cited work.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:29:04.670994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:29:04.450281Z digest=sha256:cb4e98bb075b6b498af79a2660104829b71fb839f465459dc5616a019bda1973

Observation 2e6c83c3-fac6-44f8-8978-bc03b4d028df · outbound

This paper cites an unresolved cited work.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:29:04.658950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:29:04.453683Z digest=sha256:1dd891907a15ecafe3f43fc4efe9189cde54a391f54220956f467af970f8ff0f

Observation 357345c0-ec81-4520-9ab8-9c079f31775b · outbound

This paper cites an unresolved cited work.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-11T14:29:04.647468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-11T14:29:04.457125Z digest=sha256:75e157cb7927ca4915c796857ea15fe785fdb7980d22fcb47e9eb587423b1380

Observation 1513044d-4525-4c49-8095-9dbe61d4736a · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning , " * write output.state after.block = add.period write newline

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-11T14:29:04.460286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:29:04.460286Z digest=sha256:3f8977ab4150f85e1f2913655964e3041030aaa2b5a0848896ea8382e223d8c5

Observation 8a7c2cbb-0a40-4ecc-b8c2-f0e2774e0609 · outbound

This paper cites write newline.

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning write newline

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-11T14:29:04.464288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T14:29:04.464288Z digest=sha256:ab82b43efd2c435fb7ccfb5b9457300367122cfe91bdb47e23124b858c20d816

Pith citing papers

No inbound Pith citation observations are available.