Paper Citation Record · LEDGER

From Pixels to Graphs: using Scene and Knowledge Graphs for HD-EPIC VQA Challenge

As of 7 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 1 inbound Pith citation observation for arXiv:2506.08553.

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

pith.paper-citation-record.v1
2506.08553 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:11:19.983039Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-01T06:21:09.996386Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

27 of 27 outbound references displayed

verified exact0
verified fuzzy23
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation c2f6542a-0d1b-4646-bb97-d9376f273ce1 · outbound

This paper cites Flamingo: a visual language model for few-shot learning.

From Pixels to Graphs: using Scene and Knowledge Graphs for HD-EPIC VQA Challenge Flamingo: a visual language model for few-shot learning

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:11:20.316550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation be1adb73-2497-4037-9299-eb3f6afb6417 · outbound

This paper cites 3d scene graph: A structure for unified semantics, 3d space, and cam- era.

From Pixels to Graphs: using Scene and Knowledge Graphs for HD-EPIC VQA Challenge 3d scene graph: A structure for unified semantics, 3d space, and cam- era

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:11:20.304373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4c63f293-f3c6-48e6-bcf6-0f1373285c4c · outbound

This paper cites Lamb Artur d’Avila Garcez.

From Pixels to Graphs: using Scene and Knowledge Graphs for HD-EPIC VQA Challenge Lamb Artur d’Avila Garcez

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:11:20.291760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 235cf7a3-ff0b-42d6-9078-43480f14a488 · outbound

This paper cites Comet: Com- monsense transformers for automatic knowledge graph con- struction.

From Pixels to Graphs: using Scene and Knowledge Graphs for HD-EPIC VQA Challenge Comet: Com- monsense transformers for automatic knowledge graph con- struction

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:11:20.280349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 21240ddd-d8de-4b24-b25c-01d998c275d9 · outbound

This paper cites Towards Neuro- Symbolic Video Understanding, page 220–236.

From Pixels to Graphs: using Scene and Knowledge Graphs for HD-EPIC VQA Challenge Towards Neuro- Symbolic Video Understanding, page 220–236

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:11:20.268509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 73ff61ec-5855-43d9-b6b6-04b1491bb20a · outbound

This paper cites The epic-kitchens dataset: Collection, challenges and base- lines.

From Pixels to Graphs: using Scene and Knowledge Graphs for HD-EPIC VQA Challenge The epic-kitchens dataset: Collection, challenges and base- lines

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:11:20.256974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 28a4f84c-5e7d-4872-9065-b822f31ad9fe · outbound

This paper cites HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face.

From Pixels to Graphs: using Scene and Knowledge Graphs for HD-EPIC VQA Challenge HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T05:11:19.903965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa42f414-e5fd-44bc-8d4f-b057a07f5006 · outbound

This paper cites Gemini 2.0 flash.

From Pixels to Graphs: using Scene and Knowledge Graphs for HD-EPIC VQA Challenge Gemini 2.0 flash

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:11:20.245182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d8803587-dafd-4457-9d08-c24f064298b6 · outbound

This paper cites Ego4d: Around the world in 3,000 hours of egocentric video.

From Pixels to Graphs: using Scene and Knowledge Graphs for HD-EPIC VQA Challenge Ego4d: Around the world in 3,000 hours of egocentric video

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T05:11:19.912469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdd20501-19e8-4cda-9108-a5bf667b1c25 · outbound

This paper cites Learning by asking questions.

From Pixels to Graphs: using Scene and Knowledge Graphs for HD-EPIC VQA Challenge Learning by asking questions

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:11:20.226951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 81b095c9-5195-41f7-a11d-31a8aefc8eab · outbound

This paper cites Patching open- vocabulary vision models with commonsense.

From Pixels to Graphs: using Scene and Knowledge Graphs for HD-EPIC VQA Challenge Patching open- vocabulary vision models with commonsense

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:11:20.216102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9465e5cb-9df3-4a3a-9914-43f908f42393 · outbound

This paper cites Shamma, Michael Bernstein, and Li Fei-Fei.

From Pixels to Graphs: using Scene and Knowledge Graphs for HD-EPIC VQA Challenge Shamma, Michael Bernstein, and Li Fei-Fei

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:11:20.205152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 53b74dbc-71cb-4134-8ecc-e7a59a79144a · outbound

This paper cites an unresolved cited work.

From Pixels to Graphs: using Scene and Knowledge Graphs for HD-EPIC VQA Challenge Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:11:20.194397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e3bc46e9-c2d9-4ca7-a005-b8171900903c · outbound

This paper cites BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation.

From Pixels to Graphs: using Scene and Knowledge Graphs for HD-EPIC VQA Challenge BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T05:11:19.932135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f794b1ba-7f42-464f-a881-e32cc9fb03c8 · outbound

This paper cites Neuro-symbolic concept learner: Interpreting scenes, words, and sentences from nat- ural supervision.

From Pixels to Graphs: using Scene and Knowledge Graphs for HD-EPIC VQA Challenge Neuro-symbolic concept learner: Interpreting scenes, words, and sentences from nat- ural supervision

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:11:20.183469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e30a909d-c479-445e-8313-a936e9425e0d · outbound

This paper cites Augmented common- sense knowledge for remote object grounding.

From Pixels to Graphs: using Scene and Knowledge Graphs for HD-EPIC VQA Challenge Augmented common- sense knowledge for remote object grounding

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:11:20.172186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3a6262cb-d8cc-4fd7-8038-7e5750166e15 · outbound

This paper cites Towards unbiased and ro- bust spatio-temporal scene graph generation and anticipa- tion, 2025.

From Pixels to Graphs: using Scene and Knowledge Graphs for HD-EPIC VQA Challenge Towards unbiased and ro- bust spatio-temporal scene graph generation and anticipa- tion, 2025

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:11:20.160515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2576c7b1-7f67-475a-8946-afb9727e12cd · outbound

This paper cites Pedregosa, G.

From Pixels to Graphs: using Scene and Knowledge Graphs for HD-EPIC VQA Challenge Pedregosa, G

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:11:20.149184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation eaf39c6b-bb7a-49b8-a893-0c96c71070af · outbound

This paper cites Sentence-bert: Sentence embeddings using siamese bert-networks.

From Pixels to Graphs: using Scene and Knowledge Graphs for HD-EPIC VQA Challenge Sentence-bert: Sentence embeddings using siamese bert-networks

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:11:20.137882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b7d9afb5-6413-4072-9713-88931f8cef68 · outbound

This paper cites Action scene graphs for long- form understanding of egocentric videos, 2023.

From Pixels to Graphs: using Scene and Knowledge Graphs for HD-EPIC VQA Challenge Action scene graphs for long- form understanding of egocentric videos, 2023

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:11:20.125175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7063de9e-9a9b-43dd-be6c-d82e2d42bdb8 · outbound

This paper cites Atomic: An atlas of ma- chine commonsense for if-then reasoning.

From Pixels to Graphs: using Scene and Knowledge Graphs for HD-EPIC VQA Challenge Atomic: An atlas of ma- chine commonsense for if-then reasoning

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:11:20.113042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation eb06ebe3-fb83-4fbe-a318-3a0aee9005a0 · outbound

This paper cites Concept- net 5.5: An open multilingual graph of general knowledge.

From Pixels to Graphs: using Scene and Knowledge Graphs for HD-EPIC VQA Challenge Concept- net 5.5: An open multilingual graph of general knowledge

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:11:20.100797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 61b922e8-d390-45f0-918f-9cc63241f79a · outbound

This paper cites Concept- net 5.5: An open multilingual graph of general knowledge,.

From Pixels to Graphs: using Scene and Knowledge Graphs for HD-EPIC VQA Challenge Concept- net 5.5: An open multilingual graph of general knowledge,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:11:20.087645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 26dc9ebc-4dac-454d-b468-42cee761571f · outbound

This paper cites Learning situation hyper-graphs for video question answer- ing.

From Pixels to Graphs: using Scene and Knowledge Graphs for HD-EPIC VQA Challenge Learning situation hyper-graphs for video question answer- ing

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:11:20.074898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4f776e03-62e6-4fe9-b272-7deba1911577 · outbound

This paper cites Scene graph generation by iterative message passing.

From Pixels to Graphs: using Scene and Knowledge Graphs for HD-EPIC VQA Challenge Scene graph generation by iterative message passing

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:11:20.062960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 957fbb91-98dc-4674-b2db-2fe9e6a755cd · outbound

This paper cites Neuro-symbolic visual reasoning: Disentangling ”vi- sual” from ”reasoning”.

From Pixels to Graphs: using Scene and Knowledge Graphs for HD-EPIC VQA Challenge Neuro-symbolic visual reasoning: Disentangling ”vi- sual” from ”reasoning”

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:11:20.050199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 692377ea-c82e-4a12-bfc1-c2e2479fe93c · outbound

This paper cites Jasper and stella: distillation of sota embedding models,.

From Pixels to Graphs: using Scene and Knowledge Graphs for HD-EPIC VQA Challenge Jasper and stella: distillation of sota embedding models,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:11:20.037717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

Observation 2f522f67-b64e-4061-b04d-5487d7ea1536 · inbound

Learning to Deny: Action Denial in Multimodal Large Language Models cites this paper.

Learning to Deny: Action Denial in Multimodal Large Language Models From Pixels to Graphs: using Scene and Knowledge Graphs for HD-EPIC VQA Challenge

Reference 67

Resolution: verified exact; arxiv_id, observed 2026-07-01T06:25:26.952478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.