Paper Citation Record · LEDGER

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding

As of 19 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2608.07663.

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

pith.paper-citation-record.v1
2608.07663 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T00:30:52.832246Z

measured 46 of 46 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

46 of 46 outbound references displayed

verified exact0
verified fuzzy13
unresolved33
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bb4aad84-cedb-4aae-adf6-8d71a83050ce · outbound

This paper cites In: Proceedings of the 33rd ACM Inter- national Conference on Information and Knowledge Management.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding In: Proceedings of the 33rd ACM Inter- national Conference on Information and Knowledge Management

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:30:53.457304Z

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.

Observation 9fc7c1d3-a5e7-4fc0-b5f9-948687623841 · outbound

This paper cites In: European Conference on Computer Vision.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding In: European Conference on Computer Vision

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:30:53.447955Z

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.

Observation cb29a119-e375-48e5-8f85-ede8f8d4a48f · outbound

This paper cites Qwen3-VL Technical Report.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding Qwen3-VL Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T00:30:52.691990Z

Source-reported events for the cited work

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Observation abfe5c19-bc79-4bf4-b753-af8c27b16ecf · outbound

This paper cites Qwen2.5-VL Technical Report.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding Qwen2.5-VL Technical Report

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T00:30:52.695723Z

Source-reported events for the cited work

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Observation b167b37e-4024-4a11-8855-4ea65baa6ed5 · outbound

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

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c2d6194-83f5-4b23-9f4d-abbb810890f4 · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T00:30:52.703165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79a37232-d942-4aa0-8c01-d992623a1900 · outbound

This paper cites From Local to Global: A Graph RAG Approach to Query-Focused Summarization.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T00:30:52.706563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c0557b6-c11b-44c1-bce9-9f81ab825a84 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T00:30:52.710382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 019ba318-8f25-4550-b2e3-2921748e9306 · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T00:30:52.713362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98c8acac-cf3f-485e-8035-d69c91e6fffd · outbound

This paper cites LightRAG: Simple and Fast Retrieval-Augmented Generation.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding LightRAG: Simple and Fast Retrieval-Augmented Generation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T00:30:52.716643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5635ddba-2171-48f7-9866-7be8b64b5a7d · outbound

This paper cites From RAG to Memory: Non-Parametric Continual Learning for Large Language Models.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding From RAG to Memory: Non-Parametric Continual Learning for Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T00:30:52.720126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f6bd5c6-4068-4fdd-a8db-2520a826905c · outbound

This paper cites In: Findings of the Association for Computational Linguis- tics: ACL 2025.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding In: Findings of the Association for Computational Linguis- tics: ACL 2025

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:30:53.433173Z

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.

Observation 96443d38-35f1-40eb-988e-fff716d8222b · outbound

This paper cites In: Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding In: Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T00:30:52.727437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a527f436-f18b-4627-8cb8-1c28132066ea · outbound

This paper cites Advances in neural information processing systems 33, 9459–9474 (2020) MERIT 17.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding Advances in neural information processing systems 33, 9459–9474 (2020) MERIT 17

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:30:53.418927Z

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.

Observation f9335520-464d-4750-b5d6-ef96a3c4dfd3 · outbound

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

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding LLaVA-OneVision: Easy Visual Task Transfer

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T00:30:52.733823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13a61e13-5d8a-4804-9e1a-c5226cc979e4 · outbound

This paper cites arXiv preprint arXiv:2504.10739 (2025).

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding arXiv preprint arXiv:2504.10739 (2025)

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T00:30:52.737253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6110f80-56e0-4cf2-b750-ba477252a709 · outbound

This paper cites an unresolved cited work.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:30:53.410235Z

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.

Observation 190dc9f6-01d9-4221-b85e-d640a4f5f781 · outbound

This paper cites an unresolved cited work.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:30:53.400591Z

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.

Observation 2935912f-3619-48f6-b73a-8d3f831da4c5 · outbound

This paper cites In: Proceedings of the Computer Vision and Pattern Recognition Conference.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding In: Proceedings of the Computer Vision and Pattern Recognition Conference

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:30:53.390452Z

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.

Observation 05613895-59a6-49ab-b2e5-fd4455b877c3 · outbound

This paper cites an unresolved cited work.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:30:53.380482Z

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.

Observation fddb1067-1dd6-4bbd-8f11-a04b5be9e1c0 · outbound

This paper cites In: CVPR.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding In: CVPR

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:30:53.362576Z

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.

Observation 83b665d0-8f2c-4ca0-9382-03137d90a26a · outbound

This paper cites an unresolved cited work.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:30:53.352911Z

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.

Observation e772d6fa-5eb2-4771-a66c-2cbdabd09025 · outbound

This paper cites VideoRAG: Retrieval-Augmented Generation with Extreme Long-Context Videos.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding VideoRAG: Retrieval-Augmented Generation with Extreme Long-Context Videos

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T00:30:52.758821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd5b42f7-141a-4371-ac18-e320d2e552f3 · outbound

This paper cites LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T00:30:52.762070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1c1bfe6-9b47-4591-b535-064762b24cc9 · outbound

This paper cites an unresolved cited work.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:30:53.344153Z

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.

Observation b51f727c-9452-4602-b6d9-fa49ca61b69a · outbound

This paper cites CLaMR: Contextualized Late-Interaction for Multimodal Content Retrieval.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding CLaMR: Contextualized Late-Interaction for Multimodal Content Retrieval

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T00:30:52.768388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fc9c360-9633-4358-9ebf-cdb83256d230 · outbound

This paper cites In: Proceedings of the IEEE/CVF International Conference on Computer Vision.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding In: Proceedings of the IEEE/CVF International Conference on Computer Vision

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:30:53.335117Z

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.

Observation 386797cc-3ae9-49de-9298-ecd49bcfbb2b · outbound

This paper cites In: Proceedings of the Computer Vision and Pattern Recognition Confer- ence.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding In: Proceedings of the Computer Vision and Pattern Recognition Confer- ence

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T00:30:52.774677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3e06a1a-df70-442e-9400-2ab3befad763 · outbound

This paper cites an unresolved cited work.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:30:53.320574Z

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.

Observation 6ce7c7ad-d381-4924-a9c1-041209a20a01 · outbound

This paper cites arXiv preprint arXiv:2506.13589 (2025).

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding arXiv preprint arXiv:2506.13589 (2025)

Reference 30

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02b306f9-4399-42c5-a49f-d0797882bc37 · outbound

This paper cites In: Proceedings of the Computer Vision and Pattern Recognition Conference.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding In: Proceedings of the Computer Vision and Pattern Recognition Conference

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T00:30:52.783533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1336f999-a112-4622-94f3-492d4e086a39 · outbound

This paper cites In: Proceedings of the Computer Vision and Pattern Recog- nition Conference (2025) 18 Y.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding In: Proceedings of the Computer Vision and Pattern Recog- nition Conference (2025) 18 Y

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:30:53.306096Z

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.

Observation 027f8370-eaa4-45c3-b455-59acbafebcee · outbound

This paper cites arXiv preprint arXiv:2512.02425 (2025).

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding arXiv preprint arXiv:2512.02425 (2025)

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T00:30:52.789451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb1dd6cf-7af7-4ece-95f5-23a8e92b4e10 · outbound

This paper cites VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T00:30:52.792428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eeade91b-042c-49bd-8790-07f24546e618 · outbound

This paper cites SiLVR: A Simple Language-based Video Reasoning Framework.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding SiLVR: A Simple Language-based Video Reasoning Framework

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T00:30:52.795588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b46b049c-1cee-4758-85f6-46baa3e12c07 · outbound

This paper cites In: Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding In: Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T00:30:52.798770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a5dd199-8fc3-4a24-aef9-4b694562dc4d · outbound

This paper cites Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T00:30:52.801794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 691a48f6-b4c5-4d83-9554-44d83e10c355 · outbound

This paper cites an unresolved cited work.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:30:53.289495Z

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.

Observation c957d448-8f33-41c6-9ad6-127c68812aa5 · outbound

This paper cites LLaVA-Video: Video Instruction Tuning With Synthetic Data.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding LLaVA-Video: Video Instruction Tuning With Synthetic Data

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T00:30:52.807433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c296e81-81b2-4ed0-954b-1e33ff588bd1 · outbound

This paper cites - Use one short sentence or phrase.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding - Use one short sentence or phrase

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:30:53.280849Z

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.

Observation a9d62a44-d5aa-479b-a4c5-0ff9378cb56a · outbound

This paper cites - Use one short sentence or phrase.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding - Use one short sentence or phrase

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:30:53.272427Z

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.

Observation 40ac92b3-aa25-4339-9a61-c37a3a81b3ce · outbound

This paper cites - Use one short sentence or phrase.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding - Use one short sentence or phrase

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:30:53.261707Z

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.

Observation a0f8f49a-efd8-4c61-8d24-b6175dfd9c60 · outbound

This paper cites - Abstract away redundant or repeated actions.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding - Abstract away redundant or repeated actions

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:30:53.251836Z

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.

Observation 8887b7a0-ca9f-4582-9a34-dd91b96668ca · outbound

This paper cites an unresolved cited work.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:30:53.241566Z

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.

Observation 263ed63e-1672-46f9-b6ba-7b4b1bb2d57c · outbound

This paper cites an unresolved cited work.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:30:53.232670Z

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.

Observation 95694353-8aaf-42d7-a65d-186dff1d5b07 · outbound

This paper cites clip_1":.

Keep It Simple: Multi-Key Episodic Memory Retrieval for Ultra-Long Video Understanding clip_1":

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:30:53.223510Z

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.

Pith citing papers

No inbound Pith citation observations are available.