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Paper Citation Record · LEDGER

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis

As of 19 August 2026, this Paper Citation Record lists 74 of 74 outbound references and 0 inbound Pith citation observations for arXiv:2504.12511.

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

pith.paper-citation-record.v1
2504.12511 v1

Coverage vector

measured 74 of 74 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:35:21.395160Z

measured 74 of 74 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

74 of 74 outbound references displayed

  • verified exact5
  • verified fuzzy2
  • unresolved65
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 68025b43-0464-4867-b2c2-7fe2d824f613 · outbound

This paper cites Flamingo: a Visual Language Model for Few-Shot Learning.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Flamingo: a Visual Language Model for Few-Shot Learning

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 971d8b41-4df4-4969-9786-de5f9b841cf0 · outbound

This paper cites Lawrence Zitnick, and Devi Parikh.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Lawrence Zitnick, and Devi Parikh

Reference 2

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source=pdf_text observed=2026-08-16T12:35:20.976571Z digest=sha256:9689814d3cec6ade6c6092a0154e28c84da20edd84fc5796154a550a6e827d3a

Observation a35703bb-e79f-4492-918b-3e04039a744c · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation f2dec945-8430-4f86-97f4-2a7d9065ef80 · outbound

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

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 4

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no resolver link, observed 2026-08-16T12:35:20.987180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:35:20.987180Z digest=sha256:58a9ead2897516f428cc2f1557161490024924cc958c60fef0812dbf34403091

Observation 46adfce0-d7a2-497c-b274-b19748daf823 · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:35:20.992344Z digest=sha256:a841ac8a526d25e140e829a3d1656f1baef698c4672b3a1345a1d8fbb6be729a

Observation 0f563e24-4244-4240-9f7a-6e6b43552343 · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis On the Opportunities and Risks of Foundation Models

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation dfc7d64f-d5bc-4a2e-b317-651d913864f8 · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation f73109e5-fdda-445f-88f5-6a6d947276c5 · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 8

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:35:21.007784Z digest=sha256:ff2b6ef200d5332877722980873f62b32d102005d7106fd0173570ad9008b309

Observation 77d327d9-cdc7-44e3-a2af-4b3caa82be48 · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 9

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation fb138270-234e-4885-8853-8cffffccd4a6 · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 10

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation ea5dbc63-7c06-4b7c-aecc-6ede8a8f22a9 · outbound

This paper cites MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning

Reference 11

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Observation fcd5a7f1-b0fa-4b5f-87eb-071ff9ea3f12 · outbound

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

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis ShareGPT4V: Improving Large Multi-Modal Models with Better Captions

Reference 12

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Unavailable: canonical work link unavailable.

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Observation 794b07c1-90f3-40d5-88ca-2878b294172a · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 13

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 682c3118-2579-40b6-8296-109dfed65943 · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 14

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 3b39dc9c-8f1d-497f-9553-0081c37d2dc0 · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 15

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 86504ca1-7f9a-4f34-bcfd-22b34803f8cf · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 16

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 3211308f-f078-4c64-8586-b66d19809bf5 · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 17

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 9a54cf9c-6ad1-4c97-99ba-b7d2e3414765 · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation d46fde34-58ab-4086-8723-e5872c3b0fa3 · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 19

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 11d3c59e-b739-4394-83ab-7502b17ab449 · outbound

This paper cites Evaluating Human Alignment and Model Faithfulness of LLM Rationale.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Evaluating Human Alignment and Model Faithfulness of LLM Rationale

Reference 20

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 2b2104c7-880e-4fc9-a827-76c06768cd5b · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 21

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 2f7b817d-0474-47ed-a177-91aee3d71040 · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 22

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation a462f522-63d6-4cd4-b9f0-3edf2beb635d · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 23

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 42f832d4-465a-47ce-bbba-14c454c7ebc7 · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 24

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 50bd9ffd-9d2a-4def-b36c-c8bb276629af · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 25

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 63ad12e2-684d-4863-bd95-9be33c5bf46e · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 26

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 786d67f5-0f3e-4cd5-8881-23ef7b31008d · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 27

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Unavailable: canonical work link unavailable.

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Observation f04887c8-ccb6-410a-9dec-1801385bc5a1 · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 28

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation fb77807c-3d09-4c99-8786-4f47a12338c7 · outbound

This paper cites Gauthier.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Gauthier

Reference 29

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 7fc7ba1e-691e-4e25-a7ec-3a1aa228b0df · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 30

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation f03dcd6f-e2fb-45f3-b790-629cb7aeefc9 · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 31

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Source-reported events for the cited work

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Observation ddf4494a-dfc1-4ce0-bb4b-e9eec659b828 · outbound

This paper cites The Llama 3 Herd of Models.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis The Llama 3 Herd of Models

Reference 32

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Unavailable: canonical work link unavailable.

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Observation d6b662bb-cd47-4129-aced-fa8103b97a7c · outbound

This paper cites Heaps and S.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Heaps and S

Reference 33

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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 2026-08-19T06:32:44.657259+00:00.

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Observation f5b9ab28-ef7c-429f-b28d-4e102880be4f · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 34

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raw_fallback, observed 2026-08-16T12:35:23.129463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 5b52e82f-af47-4bc9-8c44-29189ff7fbbe · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 35

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 6f36cca6-6afc-4920-8213-876925f43a49 · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 36

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unresolved
raw_fallback, observed 2026-08-16T12:35:23.086699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 83c4f8cc-b9b6-4b83-bb9f-b60f6006243e · outbound

This paper cites Shamma, Michael S.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Shamma, Michael S

Reference 37

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no resolver link, observed 2026-08-16T12:35:21.162894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:35:21.162894Z digest=sha256:8595eacb3be5a051f93dc4875a21c99eec66eb814f1bc835edb737588b0b4bd5

Observation f47d35d4-9aa5-467d-beaf-05a421fc422b · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 38

Resolution
verified exact
doi, observed 2026-08-16T12:35:21.620023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:35:21.168895Z digest=sha256:2e922c0cb74a43690a4454d3c0883be772280117b7e063aa8c5f72fdb54915dc

Observation fa69771a-8b44-4dae-bbce-4827df4f47d1 · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:35:23.064492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:35:21.176608Z digest=sha256:3059001a8c894163f85f029c8eb748df809a9ea5257b8685dd9d3b0b0a89dafc

Observation 9dfe9033-9f92-4b72-a082-3b828fc40187 · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:35:23.046302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:35:21.181595Z digest=sha256:b448f6de6866dddc4a8f4b095e366e9723a9794c4dcd25342453501a63ed717f

Observation 9202e43d-0cc7-44a7-af69-215a583f9fe6 · outbound

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

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-16T12:35:21.187200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:35:21.187200Z digest=sha256:b7c43de737a1e7ee10f38f977dfd282491a1b1ba0662812c373a4753ff07dce4

Observation b764f248-db25-4173-b6fb-a59b467f8b85 · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:35:23.025429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:35:21.193725Z digest=sha256:ab440e66c8de2becb9365ae6bea1d9817907eb80c98eff99c2cd802f289acac6

Observation 5b8ad72e-c845-4402-ba7b-0453591ab8f5 · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:35:22.996701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:35:21.198665Z digest=sha256:20dead82a15a3ba7e8a8fd5ef82cc421a6070af9110673017e913ee0c1625770

Observation df04da35-c75e-42de-a7f5-efbd84371fd4 · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-16T12:35:21.204507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:35:21.204507Z digest=sha256:4e0f8f0c589a65f0eb73ec4a0d978b4b375c00712fa3f04138c8e090bec31162

Observation b65a31cd-4e30-452b-a646-192daebc501f · outbound

This paper cites DeepSeek-VL: Towards Real-World Vision-Language Understanding.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis DeepSeek-VL: Towards Real-World Vision-Language Understanding

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-16T12:35:21.210560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:35:21.210560Z digest=sha256:3f2ce10c8e93806b726f4975fc26dd3dc5e1aaebd3b6f84b78c8f3c0bbf21531

Observation a36f93a0-2aaa-4993-b8d6-98b1e5af41cd · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:35:22.962720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:35:21.216132Z digest=sha256:5a6f10b1c64928948cf2893919c3ec924680d5c953ddbfbc08bd941d86d6f388

Observation 99902b8f-48f9-4f0e-b4f2-220df36df81c · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-16T12:35:21.220948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:35:21.220948Z digest=sha256:58585eca982285634646be2a9af3ea294629e4f86dee3fda9f3ebe976351f2fe

Observation 3b135108-bd60-40d7-9c5d-7832264021b6 · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:35:22.937529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:35:21.227441Z digest=sha256:6e021e4d1832beea0f5ae1007234f90760231321b9da755c52074807f967bbdd

Observation 06b272dc-4c6f-409d-8625-d8244485247b · outbound

This paper cites GPT-4 Technical Report.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis GPT-4 Technical Report

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-16T12:35:21.233824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:35:21.233824Z digest=sha256:56fd904a33848d0e47899267d8e1d01ec6a4203149b37e416f9f922dd361d2c1

Observation 08fd759a-d57e-4b3b-816b-e784ff0927fb · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:35:22.917902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:35:21.240290Z digest=sha256:287fb789f29babe98bdccc9ee85e48e408acd6bdde90a500891c8ba5347e2d13

Observation 9d64e681-466b-4fdf-b440-4372a24fb072 · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:35:22.898118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:35:21.246766Z digest=sha256:1e5bf3e58a037236dd1a429ff42dbf79814a32a71f3107ad4e2bfcecedbbc88e

Observation a7ffb18f-49e9-4f57-8e09-7902a9fee66d · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:35:22.879835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:35:21.253029Z digest=sha256:a250a68c06dd378581bc2a1890bf55883e42397f2585271d0a8afc228c15340a

Observation be55e272-acf6-4a43-baa4-ab3b800e6b7e · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:35:22.856393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:35:21.270397Z digest=sha256:f2d22da5fa09edb750102767bc825e6d2d2c1d45613436511038233fe0a6b8a1

Observation 674d2a4c-4bf5-481d-8b68-b2a073f5a2d5 · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:35:22.836254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:35:21.277124Z digest=sha256:4512b0c4afd32240d65f01af6cdafcbfaf2e65fb1116c11ffbab5dd83d4dc593

Observation ac0f8a9e-e232-477f-ac74-8d8c6c39d496 · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:35:22.816694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:35:21.283860Z digest=sha256:0f66f7bd959aced11123d7e92848e30bcddd19b9f0db3140f466c19430b5e9b4

Observation fd992b64-8469-41a7-8396-b136277a7acf · outbound

This paper cites SAVOIAS: A Diverse, Multi-Category Visual Complexity Dataset.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis SAVOIAS: A Diverse, Multi-Category Visual Complexity Dataset

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-16T12:35:21.291652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:35:21.291652Z digest=sha256:68f9dc4297aa9671bdc63ee0791f8492299a272122715151e73335b4f10556e2

Observation afa7b62a-2870-403d-8f25-4e483e5d25e6 · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-16T12:35:21.297720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:35:21.297720Z digest=sha256:aace23b86e9fe4e53488f94cacec4010875c2d3b92776b8bc2a4475175640471

Observation 388c2955-3184-49ea-984a-1b569a5cd5ef · outbound

This paper cites LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-16T12:35:21.305347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:35:21.305347Z digest=sha256:062b51092997fc3b2d9bbf42186ceb11cc845d6f5ca60d099c2b768dd85860cd

Observation 7b5ba88c-275a-4400-a9ad-bb6cdc2c6165 · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-16T12:35:21.312105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:35:21.312105Z digest=sha256:08c56ca36323181b4233ecd97601d02af9837fb11b391866a4058115c78723f5

Observation b10b5009-e354-4e72-88c1-835528dd0d16 · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:35:22.797177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:35:21.318157Z digest=sha256:ade621de50a4635321eb84ae7ff8313a64f6e68301261e81fd81562450227d7d

Observation f33dfec7-05c5-424c-95c0-a75113975372 · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:35:22.777638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:35:21.323896Z digest=sha256:0fb404a0b59e865914b4f37ef493109ab13e800ba0626d5bd5cfbe537e000943

Observation 28461416-bf8d-48ca-b613-17fc5e996194 · outbound

This paper cites EVA-CLIP: Improved Training Techniques for CLIP at Scale.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis EVA-CLIP: Improved Training Techniques for CLIP at Scale

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-16T12:35:21.329267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:35:21.329267Z digest=sha256:a15f7365c23acc7790737a0f9ae4090f1e12753da5c4784e689d68dc0ad2b343

Observation 014a3801-5a73-4781-a9d3-ad66349e7960 · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:35:22.758985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:35:21.334896Z digest=sha256:5ff40d3cc7696e5c8b7f0efcb07d0509b0e81867dd0cda3647a5c1ad59d964d3

Observation 19b9927d-86ea-4c74-a081-52e9ad2ea984 · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-16T12:35:21.340804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:35:21.340804Z digest=sha256:84421c8073399da255cbf76979e0fb3d0a2e1ff17ef0d801f4c52849ed21d171

Observation 6e2ce8de-f2e6-44f6-8ed2-c57da6828ad2 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Gemini: A Family of Highly Capable Multimodal Models

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-16T12:35:21.345944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:35:21.345944Z digest=sha256:124d14141348d38e5f033e3b43cbe95b0f439b97e3c53e4b15d8ae76366513e9

Observation 2e9b99dd-d0b3-4b37-90a8-7c598d64ec38 · outbound

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

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-16T12:35:21.354290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:35:21.354290Z digest=sha256:f0635cff2428d698201b8a2193df00533a4525478700585135d50241e639897f

Observation bf59f4f8-6dec-40fe-9f29-fb4aac3c6ce7 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-16T12:35:21.360749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:35:21.360749Z digest=sha256:07186028e125c716150ae38a980191ea71fcfd8f31b5a41ea31c1cf202083d60

Observation 5608ce56-5378-45cc-b15a-f98ee7a6b98b · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:35:22.740580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:35:21.366338Z digest=sha256:ce4439636aed0da5715e7c8547970e0a19f8157365d52714e56b0863e19ad983

Observation 15db1c4f-0667-40cd-8a35-4090d4e1fbe3 · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:35:22.722556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:35:21.371890Z digest=sha256:a243fe4cd17ea6499626a776fcb30a8ad99c8587172e004cf11d240ced1da142

Observation 54f85aa4-b20f-4fe3-9445-b18ee4c4999e · outbound

This paper cites Zelinsky.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Zelinsky

Reference 70

Resolution
verified exact
doi, observed 2026-08-16T12:35:21.444502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:35:21.376805Z digest=sha256:07a2c885d3c7b81891e105ac620ad52b2ab561d81ab6b60a34ba8d62e4f4c8c2

Observation 647ef3c8-7ae0-4be0-9dcf-53d3d9d4ff69 · outbound

This paper cites an unresolved cited work.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:35:22.706456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:35:21.382462Z digest=sha256:48067806f75eaac69053cc3c5786fdd6774233401609ab55f05e930059ff368d

Observation efbd91ca-cfc7-4fa5-bbd1-1a88a35d9838 · outbound

This paper cites Understanding the Relationship between Prompts and Response Uncertainty in Large Language Models.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Understanding the Relationship between Prompts and Response Uncertainty in Large Language Models

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-16T12:35:21.387836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:35:21.387836Z digest=sha256:d390f651819503d46148ee2349e9e99eacb10ca51bec1370b00483cf2bd93f34

Observation 79be78fe-d1f4-432e-aedc-a34ae9acc77b · outbound

This paper cites Gonzalez, and Ion Stoica.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis Gonzalez, and Ion Stoica

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:35:22.688219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T12:35:21.395160Z digest=sha256:994e3f41b5387eaad79317faa1c085d974f59dc380767659feb69769168f8f8d

Observation 9a526a16-a8ee-45da-8a8a-3f67d97a9286 · outbound

This paper cites PaLI-X: On Scaling up a Multilingual Vision and Language Model.

Multimodal LLM Augmented Reasoning for Interpretable Visual Perception Analysis PaLI-X: On Scaling up a Multilingual Vision and Language Model

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-16T12:35:21.039709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:35:21.039709Z digest=sha256:ee1fe7499c29d9c7fe4326d48b02c3bed60efb48f15dd5f996f10984bad440a9

Pith citing papers

No inbound Pith citation observations are available.