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Paper Citation Record · LEDGER

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos

As of 23 July 2026, this Paper Citation Record lists 50 of 50 outbound references and 3 inbound Pith citation observations for arXiv:2512.01707.

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

pith.paper-citation-record.v1
2512.01707 v3

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-17T02:49:12.987772Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-07-23T06:31:01.910684+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-28T19:07:48.425181Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-04T20:40:07.858196Z

Reference resolution

50 of 50 outbound references displayed

  • verified exact14
  • verified fuzzy35
  • unresolved0
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation de7e54bc-e1b7-409a-a4cd-ba871d6ef8ba · outbound

This paper cites Qwen2.5-VL Technical Report.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos Qwen2.5-VL Technical Report

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-05-17T02:51:28.123876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:6ed9f5d4cc3918b74d23f747d8803fdedc1410d172e21f21a482d96327936e47

Observation b7b5dcb8-e364-48b8-acb4-f86011bd7f29 · outbound

This paper cites Videollm-online: Online video large language model for streaming video.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos Videollm-online: Online video large language model for streaming video

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T02:51:28.854110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:5ce7d77a3f7f8e0bbba839b961199b2e16e1ca3c0eb724fccb45d932261d43cd

Observation 522c58d7-b179-40e6-af9a-f950cac52035 · outbound

This paper cites VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-05-17T21:08:19.955297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:3c225888eb2cc16c893c67c64a053931ebe1c06a722e5051e494f35b64cbd99a

Observation b09d52e4-25f3-43c1-b130-33c9e61191ff · outbound

This paper cites ViSpeak: Visual Instruction Feedback in Streaming Videos.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos ViSpeak: Visual Instruction Feedback in Streaming Videos

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-05-17T02:51:28.106200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:aa807a362d796f67430871fe2fe664209e60a26624cc8c2153847b1c7593271d

Observation ce23f90e-b794-477e-b061-4cced6bee74c · outbound

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

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos Ego4d: Around the world in 3,000 hours of egocentric video

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T02:51:28.840730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:9d35074c5d4dda6c3fe6e6c7c5adda253e9b30f9d6e418270744231a024f4c85

Observation 39995b52-d539-49a3-9365-06c485055cf3 · outbound

This paper cites Egoexolearn: A dataset for bridging asyn- chronous ego-and exo-centric view of procedural activities in real world.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos Egoexolearn: A dataset for bridging asyn- chronous ego-and exo-centric view of procedural activities in real world

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T02:51:28.842740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:49833016e85db7f4964b81775473c5576f0f7518619421c57097853da7bdb5af

Observation cf772ea9-246a-46bb-9df0-f435514e81fe · outbound

This paper cites Gazevqa: a video question answering dataset for multiview eye-gaze task- oriented collaborations.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos Gazevqa: a video question answering dataset for multiview eye-gaze task- oriented collaborations

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T02:51:28.838499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:0dab05254e4463a112683b9afbbed9548587b19e945f1c93d2f6c1a005838f4d

Observation e4bda8a4-bc75-4d72-8acf-a24e8e24d414 · outbound

This paper cites A Gaze-grounded Visual Question Answering Dataset for Clarifying Ambiguous Japanese Questions.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos A Gaze-grounded Visual Question Answering Dataset for Clarifying Ambiguous Japanese Questions

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-17T02:51:28.080643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:a42218c6e6a69c50f5a353091eb46d7692a2abf3459569ee802e8ab31069e3ac

Observation 5cd37902-e0e8-47ef-8d21-70ce00d02de0 · outbound

This paper cites Foveal vision anticipates defining features of eye movement targets.Elife, 11:e78106.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos Foveal vision anticipates defining features of eye movement targets.Elife, 11:e78106

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T02:51:28.846959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:90d5073ba618bdd596ef77f4f72b514c3f24272a5a51e88e5368330e7f5e722c

Observation e14583e9-027b-4f10-9e51-912c074c1efc · outbound

This paper cites Listen to look into the future: Audio-visual egocentric gaze anticipation.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos Listen to look into the future: Audio-visual egocentric gaze anticipation

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T02:51:28.849015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:7739227f1aff37678bb735950db89ba372f2cf17fe630cfac4cc85ecbc08d5b0

Observation 7f8536b5-e76f-49ca-945c-f38c4ede5493 · outbound

This paper cites In the eye of the beholder: Gaze and actions in first person video.IEEE trans- actions on pattern analysis and machine intelligence, 45(6): 6731–6747.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos In the eye of the beholder: Gaze and actions in first person video.IEEE trans- actions on pattern analysis and machine intelligence, 45(6): 6731–6747

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T02:51:28.834238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:4cc67e4e02c142645aa67f7ea4b6ddefe5e0b7477b16f2ae28bbd96d796ad67c

Observation f9defde7-f4b3-4667-873d-bbe294f07dbd · outbound

This paper cites Video-LLaVA: Learning United Visual Representation by Alignment Before Projection.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos Video-LLaVA: Learning United Visual Representation by Alignment Before Projection

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-05-17T02:51:28.090819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:9f6e0da7812e182a77e5e07eb4bb77bf265082ad15b49ae0e852a8386cadc54e

Observation 9b5af3be-a259-4fad-ac21-759bdd354340 · outbound

This paper cites StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-05-17T02:51:28.116389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:7a81c40fc2e5ca45559509e0653147c61c9a6a1bec80481d464665c2f22dfed5

Observation b5c68ae3-7955-4fa6-b102-f464b8aa660a · outbound

This paper cites Kangaroo: A Powerful Video-Language Model Supporting Long-context Video Input.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos Kangaroo: A Powerful Video-Language Model Supporting Long-context Video Input

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-17T02:51:28.132505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:5c12056103bf69c288723f871bb2289afb15a73c5bc48202f3f584aa77e9366b

Observation 3b2d9316-097f-40eb-b4fe-611753a5b0e7 · outbound

This paper cites Ovo-bench: How far is your video-llms from real-world online video understanding? InProceedings of the Computer Vision and Pattern Recognition Conference, pages 18902–18913.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos Ovo-bench: How far is your video-llms from real-world online video understanding? InProceedings of the Computer Vision and Pattern Recognition Conference, pages 18902–18913

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T02:51:28.875244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:326a6a73d9b5833457d77dad24047b19faead63e0846727ed077abb29dedd233

Observation 0c99c62b-87ba-4de8-aa66-1ea80a3504b7 · outbound

This paper cites Visual search in naturalistic scenes from foveal to peripheral vision: A compar- ison between dynamic and static displays.Journal of Vision, 22(1):10–10.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos Visual search in naturalistic scenes from foveal to peripheral vision: A compar- ison between dynamic and static displays.Journal of Vision, 22(1):10–10

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T02:51:28.877965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:8954864db9566259df24e0c5dbd530c018fad4c908ce0a63b9bd07a3ecb9843b

Observation af7829c2-81c4-4d95-a89e-5bd08fd9e95e · outbound

This paper cites Gpt-4 technical report.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos Gpt-4 technical report

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T02:51:28.863112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:cbd727862f97c3d71d8a517b41aff0c76cd4e145c10c69b182b7fa719b265b41

Observation 7e4eb0a7-85e6-4388-a299-628bd3e1da32 · outbound

This paper cites Introducing claude 4.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos Introducing claude 4

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T02:51:28.867794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:fcedaffb6482bd318da0303a232bdcda47f0b35df5ac8a19996125b108d89e9d

Observation 38e710d8-6a02-4221-a290-5b54982e586a · outbound

This paper cites In the eye of mllm: Benchmarking egocentric video intent understanding with gaze-guided prompting.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos In the eye of mllm: Benchmarking egocentric video intent understanding with gaze-guided prompting

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-05-17T02:51:28.102625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:e0ad2417f822ad4c0c4e232c29a582f5120a92893858f7e72e5f09471aae2743

Observation 31f15217-dee6-4c68-8b39-b33407f96e7e · outbound

This paper cites Hd-epic: A highly-detailed egocentric video dataset.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos Hd-epic: A highly-detailed egocentric video dataset

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T02:51:28.861263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:6e18d2e554f83696091268e9fd6194eb3bacda505085d5578f4078351f36921b

Observation ab3b5bb1-498b-420a-86e5-fcc54f97e142 · outbound

This paper cites Dispider: Enabling video llms with active real-time interaction via dis- entangled perception, decision, and reaction.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos Dispider: Enabling video llms with active real-time interaction via dis- entangled perception, decision, and reaction

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T02:51:28.865394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:6cc9872b9ccdb88163a303af2cdd1ffbbaf176e2a6683c1e3829e059df10de42

Observation a1874621-9fe7-49fe-9f44-cebd0c41fe81 · outbound

This paper cites Radwan, Nancy M.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos Radwan, Nancy M

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T02:51:28.870171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:a5ecb5a1f54fdd30279b2d458d669b02181a7ddd50f7cd2b59446a744bf333ec

Observation 0ac20ab5-544e-4569-bd1d-49902cc80d4b · outbound

This paper cites Gazellm: Multimodal llms incorporating human visual attention.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos Gazellm: Multimodal llms incorporating human visual attention

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T02:51:28.872637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:719db7f816219c94e6a33b7965f4aaf369587b37d27d2dfb4f9b4c996c3ac94f

Observation ed598490-c879-4bc1-a6f2-52887244dc30 · outbound

This paper cites A review of interactions between peripheral and foveal vision.Journal of vision, 20(12):2–2.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos A review of interactions between peripheral and foveal vision.Journal of vision, 20(12):2–2

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T02:51:28.859025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:91d3425b29da3cdf958d6021ca9336272049341922e41b485e5a2f0a35c12484

Observation c9e80567-9b6c-41ff-97a9-01068526cbd1 · outbound

This paper cites Qwen2-vl: Enhancing vision-language model’s perception of the world at any resolution.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos Qwen2-vl: Enhancing vision-language model’s perception of the world at any resolution

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T02:51:28.851994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:6aba690873e95dfccf0715055ead4da147f00ca3a4ed9dd2d07328269e2f0453

Observation 7ca2feb5-cb30-439b-91b8-c9690251c1aa · outbound

This paper cites InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Reference 26

Resolution
verified exact
local_arxiv, observed 2026-05-17T02:51:28.120260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:8e8b2d5807b91805ed695f0581144b2b583b7dfc79b762a378dd53b2d29bd38e

Observation 8b19bf8e-08fd-4867-888c-4f646b3b41e1 · outbound

This paper cites Holoassist: an egocen- tric human interaction dataset for interactive ai assistants in the real world.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos Holoassist: an egocen- tric human interaction dataset for interactive ai assistants in the real world

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T02:51:28.856648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:e6b1283e92efe360faa5dc23239f2c27a93639d0765befc724d147d44fac90aa

Observation a0a17614-505e-4eee-9d87-bb709e06b54c · outbound

This paper cites Omnimmi: A comprehensive multi- modal interaction benchmark in streaming video contexts.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos Omnimmi: A comprehensive multi- modal interaction benchmark in streaming video contexts

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T02:51:28.808755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:04ec3603f7979cff8b6c99a26ac4587c473fa3f433d0c41fe9f01d53844fc2be

Observation 96708282-2c6f-4961-b694-275db5656e7e · outbound

This paper cites Streaming Video Understanding and Multi-round Interaction with Memory-enhanced Knowledge.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos Streaming Video Understanding and Multi-round Interaction with Memory-enhanced Knowledge

Reference 29

Resolution
verified exact
arxiv_id, observed 2026-05-17T02:51:28.098757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:668ac5b633e76a8dd72a8e1bb96fdba88de0fdb8c04928e4be76525e996e6958

Observation 2b475592-85df-4976-87b3-562c894d502c · outbound

This paper cites Qwen3 Technical Report.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos Qwen3 Technical Report

Reference 30

Resolution
verified exact
local_arxiv, observed 2026-05-17T02:51:28.112365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:b539de2d4984fa8c570ed7fff833e231800c7e84dcc147768f06f9ae4899e8e9

Observation c13d360d-ccc9-4d89-a6ab-b0d0404bd68f · outbound

This paper cites Svbench: A benchmark with temporal multi-turn dialogues for streaming video understanding.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos Svbench: A benchmark with temporal multi-turn dialogues for streaming video understanding

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-05-17T02:51:28.094925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:c66dfec467f7b05e071d752c05a8e3e89bdeb83b859985a1ea3ff68c6f2ef167

Observation 1373f7a8-472b-4681-8417-8840cf26a498 · outbound

This paper cites MiniCPM-V: A GPT-4V Level MLLM on Your Phone.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos MiniCPM-V: A GPT-4V Level MLLM on Your Phone

Reference 32

Resolution
verified exact
local_arxiv, observed 2026-05-17T02:51:28.087775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:9571f94400e6b3950d6745e1c4a9a15773dc8f79c87f3ce3b389468736518b01

Observation c38753e3-9afb-4875-b0e9-2ce8143c3b8c · outbound

This paper cites Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding

Reference 33

Resolution
verified exact
local_arxiv, observed 2026-05-17T02:51:28.109262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:2cac817ffd112e894b3b4538872afc277975ccc3d01041952577a9d9a4547df3

Observation b5c7d10b-2d00-462b-ad53-709a6a8ab4d1 · outbound

This paper cites Flash-vstream: Memory- based real-time understanding for long video streams.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos Flash-vstream: Memory- based real-time understanding for long video streams

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T02:51:28.818293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:f63155c8d0928dada7e63dc5a9b80ee4a0a08e72145d586625eec216774c0293

Observation ff2ce6cf-8626-4475-b0ba-4e0385481f91 · outbound

This paper cites Deep future gaze: Gaze anticipation on egocen- tric videos using adversarial networks.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos Deep future gaze: Gaze anticipation on egocen- tric videos using adversarial networks

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T02:51:28.822798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:e4b33b9478f1256a76d0401fc8ebe916dc2e8dd63191088eb249b99892778dda

Observation 479f8fc6-af92-475f-9443-3c600a42c8b6 · outbound

This paper cites Proactive Assistant Dialogue Generation from Streaming Egocentric Videos.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos Proactive Assistant Dialogue Generation from Streaming Egocentric Videos

Reference 36

Resolution
malformed identifier
arxiv_id, observed 2026-05-17T02:51:28.084265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:56f06040163c1ab07bc551211e30bf39cbf1e81d4fab985ae2059e24eb37765e

Observation 2233fc82-07cd-4f39-805a-7de1bf8145de · outbound

This paper cites an unresolved cited work.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos Unresolved cited work

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T02:51:28.813368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:768c15476153b11b03fd4f1dd477794d6ccf94647c7c7579ac404529ad5e1251

Observation b36064d9-93bc-4064-89a7-e12332db228a · outbound

This paper cites {Question} Figure 19.Prompt for text-based reasoning.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos {Question} Figure 19.Prompt for text-based reasoning

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T02:51:28.811247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:7b90a0f7de3241666963d1dcca41d6b207012b923abe12bbd95385179d875da2

Observation 3c12305e-a042-4afd-89ef-dbadca736d4b · outbound

This paper cites an unresolved cited work.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos Unresolved cited work

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T02:51:28.803634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:d0a2c8e5751c855acf62118909ec9cd4edac3fc6980ed9aae6afe6b8a91c1124

Observation d6429ed6-6012-4559-b343-f649e48a5432 · outbound

This paper cites an unresolved cited work.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos Unresolved cited work

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T02:51:28.827321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:f6272bb602b962395e0fb3b74b586cae48866cfbc6f94ae170b0a8f740e92afe

Observation 76d77461-b7c4-4b26-a058-2a20accf8956 · outbound

This paper cites an unresolved cited work.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos Unresolved cited work

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T02:51:28.820324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:4571eeebd4c0ac5b84ff5d46fb121f4c72a41385dd543878e29a4e37228747f5

Observation f9544432-1873-4ec5-b882-d06d918cbf64 · outbound

This paper cites an unresolved cited work.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos Unresolved cited work

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T02:51:28.806163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:8b53456fc826501e4cec808fec1462e12b755a71944f2868a9275dbdb7feef57

Observation 8b1f971c-76b1-444d-8b59-862a189dee5b · outbound

This paper cites {Question} Figure 20.Prompt for gaze-based reasoning.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos {Question} Figure 20.Prompt for gaze-based reasoning

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T02:51:28.815969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:2cf849744602e3882e92d9117909a277f74c101792a7a36de751825ab427d29e

Observation 787e565d-7b23-4be4-8d29-539ad518c458 · outbound

This paper cites an unresolved cited work.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos Unresolved cited work

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T02:51:28.836323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:805ce98f335f9407f1f7ae5cadcd970cdcf0034b71923210c9f8cbf23739de5f

Observation d04bca69-7d82-46ff-ac9a-40f8fb40703b · outbound

This paper cites an unresolved cited work.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos Unresolved cited work

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T02:51:28.831888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:1ca404d80caf676b30fcb8793891fa1a5c72aa56c3bd89869ae86d0fa64a1e1d

Observation 383da394-e35f-4974-a3d3-4aee9169c14c · outbound

This paper cites an unresolved cited work.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos Unresolved cited work

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T02:51:28.825221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:d836d09d42c46195c2e8f11c64bc602af920b3746828ede4823276fd7ba35fe5

Observation 015fcc90-56db-458c-8928-8d5b1581170b · outbound

This paper cites an unresolved cited work.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos Unresolved cited work

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T02:51:28.844720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:61a75fe8004199aea105ef5dae5b084eb48379e313d3cdb9d241ba2c0fb2390d

Observation c384c31e-19cd-4d6c-b65c-01fa6b9aa4e6 · outbound

This paper cites an unresolved cited work.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos Unresolved cited work

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T02:51:28.880601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:172948c7a72e28cc2cd67c002598b5a9353e575043c47f16c033add0b6c1f53b

Observation 12ef5ffe-2a6b-44de-8368-4827eaeb3a0d · outbound

This paper cites an unresolved cited work.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos Unresolved cited work

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T02:51:28.883172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:a3a81290f56be3ac2dc7ed98f62836567d6387d8a02883f8941b0b2f5052c797

Observation 0b6da574-99f2-451e-bb9f-6dab0d9685d1 · outbound

This paper cites {Question} Figure 21.Prompt for visual-based reasoning.

StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos {Question} Figure 21.Prompt for visual-based reasoning

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-05-17T02:51:28.829792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-17T02:49:12.987772Z digest=sha256:46a8e9e0cb8e1872b5f152324d178f38cf5a55e7f7e67c81adb73c05c36d6b45

Pith citing papers

Observation 35429678-97a8-451e-8ca8-2ebca5e0d55f · inbound

Object Referring-Guided Scanpath Prediction with Perception-Enhanced Vision-Language Models cites this paper.

Object Referring-Guided Scanpath Prediction with Perception-Enhanced Vision-Language Models StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-14T01:55:05.995540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-05-10T00:42:32.031949Z digest=sha256:70aa2b6e2ef7df1b323dd739d3e7299ea8009c86d45f34ba799ad84c5032d9e6

Observation 1730a785-f3a9-4f85-984f-17cebf551712 · inbound

ProactiveLLM: Learning Active Interaction for Streaming Large Language Models cites this paper.

ProactiveLLM: Learning Active Interaction for Streaming Large Language Models StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos

Reference 83

Resolution
verified exact
local_arxiv, observed 2026-06-28T19:12:34.881476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=arxiv_source observed=2026-06-28T19:07:48.425181Z digest=sha256:aa90ac731c4611beb545ec388bc2dd979c0e0cd4c12f60608659d32162e1ffec

Observation 387777e5-f6f8-4103-afe0-44235cae8f26 · inbound

Neglected Free Lunch from Post-training: Progress Advantage for LLM Agents cites this paper.

Neglected Free Lunch from Post-training: Progress Advantage for LLM Agents StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos

Reference 101

Resolution
verified exact
local_arxiv, observed 2026-07-04T20:40:07.859463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-23T06:31:01.910684+00:00.

source=pdf_text observed=2026-06-25T19:55:51.114244Z digest=sha256:efee0e47a11eebdb300b10de48175741c0d0e7468d6c2c66f6d50c76395740e4