Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-03T21:10:44.078675Z
Paper Citation Record · LEDGER
How Much Future Helps? A Controlled Study of Future-Privileged Supervision for Causal Egocentric Gaze Estimation
As of 14 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2607.01437.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
26 of 26 outbound references displayed
- verified exact2
- verified fuzzy22
- unresolved2
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External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 7d0a3934-acd7-45c8-8826-7e2bf612cb29 · outbound
This paper cites Vivit: A video vision transformer.
How Much Future Helps? A Controlled Study of Future-Privileged Supervision for Causal Egocentric Gaze Estimation Vivit: A video vision transformer
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T01:20:37.718930Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 0b10183c-5a1b-4114-8e06-b273fdc04faa · outbound
This paper cites Gaze-based intention estimation: princi- ples, methodologies, and applications in hri.ACM Transac- tions on Human-Robot Interaction, 13(3):1–30, 2024.
How Much Future Helps? A Controlled Study of Future-Privileged Supervision for Causal Egocentric Gaze Estimation Gaze-based intention estimation: princi- ples, methodologies, and applications in hri.ACM Transac- tions on Human-Robot Interaction, 13(3):1–30, 2024
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T01:20:37.710822Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 43394815-3f3b-49ba-a596-919c60034612 · outbound
This paper cites Intention estima- tion from gaze and motion features for human-robot shared- control object manipulation.
How Much Future Helps? A Controlled Study of Future-Privileged Supervision for Causal Egocentric Gaze Estimation Intention estima- tion from gaze and motion features for human-robot shared- control object manipulation
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T01:20:37.746218Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 2fa1cd21-23d9-4526-b86f-4ba2aec081a5 · outbound
This paper cites Is space-time attention all you need for video understanding? InIcml, page 4, 2021.
How Much Future Helps? A Controlled Study of Future-Privileged Supervision for Causal Egocentric Gaze Estimation Is space-time attention all you need for video understanding? InIcml, page 4, 2021
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T01:20:37.756153Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 8b87785c-007d-4096-a7d0-d96c11c5b91e · outbound
This paper cites Videollm-online: Online video large language model for streaming video.
How Much Future Helps? A Controlled Study of Future-Privileged Supervision for Causal Egocentric Gaze Estimation Videollm-online: Online video large language model for streaming video
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T01:20:37.754305Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1cb7131e-1d6c-4763-b8d6-40a7a0d5c7a1 · outbound
This paper cites VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs.
How Much Future Helps? A Controlled Study of Future-Privileged Supervision for Causal Egocentric Gaze Estimation VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs
Reference 6
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T21:18:58.278444Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation f3d8280a-a798-4a54-aa3d-51b6fc4bbb7f · outbound
This paper cites Learning to rec- ognize daily actions using gaze.
How Much Future Helps? A Controlled Study of Future-Privileged Supervision for Causal Egocentric Gaze Estimation Learning to rec- ognize daily actions using gaze
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T01:20:37.752158Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation c123bb42-3b77-4d47-9362-14680a1f37b0 · outbound
This paper cites Slowfast networks for video recognition.
How Much Future Helps? A Controlled Study of Future-Privileged Supervision for Causal Egocentric Gaze Estimation Slowfast networks for video recognition
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T01:20:37.730296Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1b7f5a65-44a0-477e-b448-1bf9196c0920 · outbound
This paper cites Ego4d: Around the world in 3,000 hours of egocentric video.
How Much Future Helps? A Controlled Study of Future-Privileged Supervision for Causal Egocentric Gaze Estimation Ego4d: Around the world in 3,000 hours of egocentric video
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T01:20:37.748130Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 2c556c6f-a470-4e2f-b9e8-6358f8d8c599 · outbound
This paper cites Graph- based visual saliency.Advances in neural information pro- cessing systems, 19, 2006.
How Much Future Helps? A Controlled Study of Future-Privileged Supervision for Causal Egocentric Gaze Estimation Graph- based visual saliency.Advances in neural information pro- cessing systems, 19, 2006
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T01:20:37.728447Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation b06e259f-e0bc-43b7-b3ca-92460b20090d · outbound
This paper cites Temporal localization and spa- tial segmentation of joint attention in multiple first-person videos.
How Much Future Helps? A Controlled Study of Future-Privileged Supervision for Causal Egocentric Gaze Estimation Temporal localization and spa- tial segmentation of joint attention in multiple first-person videos
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T01:20:37.744353Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation f39d7800-577d-4e36-90bf-db0ed0666012 · outbound
This paper cites Predicting gaze in egocentric video by learning task- dependent attention transition.
How Much Future Helps? A Controlled Study of Future-Privileged Supervision for Causal Egocentric Gaze Estimation Predicting gaze in egocentric video by learning task- dependent attention transition
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T01:20:37.732361Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation cfe8b5d8-aae0-4b04-b7a6-1fd59ba8b0de · outbound
This paper cites In the eye of transformer: Global–local correlation for egocentric gaze estimation and beyond.International Journal of Com- puter Vision, 132(3):854–871, 2024.
How Much Future Helps? A Controlled Study of Future-Privileged Supervision for Causal Egocentric Gaze Estimation In the eye of transformer: Global–local correlation for egocentric gaze estimation and beyond.International Journal of Com- puter Vision, 132(3):854–871, 2024
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T01:20:37.736254Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation a20676f2-9c54-4b8f-b47d-af010bd4fbb7 · outbound
This paper cites Listen to look into the future: Audio-visual egocen- tric gaze anticipation.
How Much Future Helps? A Controlled Study of Future-Privileged Supervision for Causal Egocentric Gaze Estimation Listen to look into the future: Audio-visual egocen- tric gaze anticipation
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T01:20:37.726618Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 4adcdb85-592e-4fbb-ba24-668a9df82da8 · outbound
This paper cites The roles of vision and eye movements in the control of activities of daily living.Perception, 28(11):1311–1328, 1999.
How Much Future Helps? A Controlled Study of Future-Privileged Supervision for Causal Egocentric Gaze Estimation The roles of vision and eye movements in the control of activities of daily living.Perception, 28(11):1311–1328, 1999
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T01:20:37.740501Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e78b75ff-a6a0-41dc-9186-7da99a75df59 · outbound
This paper cites Gazepointar: A context-aware multimodal voice assistant for pronoun dis- ambiguation in wearable augmented reality.
How Much Future Helps? A Controlled Study of Future-Privileged Supervision for Causal Egocentric Gaze Estimation Gazepointar: A context-aware multimodal voice assistant for pronoun dis- ambiguation in wearable augmented reality
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T01:20:37.738439Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 067e4667-9838-40a1-8efc-04c9c0ca3f5e · outbound
This paper cites Learning to predict gaze in egocentric video.
How Much Future Helps? A Controlled Study of Future-Privileged Supervision for Causal Egocentric Gaze Estimation Learning to predict gaze in egocentric video
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T01:20:37.734169Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 9b713bae-21cd-4cde-9624-8b06675ed1e5 · outbound
This paper cites In the eye of the be- holder: Gaze and actions in first person video.IEEE trans- actions on pattern analysis and machine intelligence, 45(6): 6731–6747, 2021.
How Much Future Helps? A Controlled Study of Future-Privileged Supervision for Causal Egocentric Gaze Estimation In the eye of the be- holder: Gaze and actions in first person video.IEEE trans- actions on pattern analysis and machine intelligence, 45(6): 6731–6747, 2021
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T01:20:37.742524Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 00df330c-2dd2-4ed5-b63a-27a7ec7ccc5a · outbound
This paper cites Pytorch: An im- perative style, high-performance deep learning library.Ad- vances in neural information processing systems, 32.
How Much Future Helps? A Controlled Study of Future-Privileged Supervision for Causal Egocentric Gaze Estimation Pytorch: An im- perative style, high-performance deep learning library.Ad- vances in neural information processing systems, 32
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T01:20:37.750310Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation c6ac241b-40b6-49ab-9e35-0ee127f7856b · outbound
This paper cites An outlook into the future of egocentric vision: C.
How Much Future Helps? A Controlled Study of Future-Privileged Supervision for Causal Egocentric Gaze Estimation An outlook into the future of egocentric vision: C
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T01:20:37.722626Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 21ba3f29-8f12-4070-bdb1-0a9054c73210 · outbound
This paper cites Streaming long video understanding with large language models.Advances in Neu- ral Information Processing Systems, 37:119336–119360.
How Much Future Helps? A Controlled Study of Future-Privileged Supervision for Causal Egocentric Gaze Estimation Streaming long video understanding with large language models.Advances in Neu- ral Information Processing Systems, 37:119336–119360
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T01:20:37.717002Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 7d3c211c-5c4f-46e1-aa0b-09d4da4cfeec · outbound
This paper cites an unresolved cited work.
How Much Future Helps? A Controlled Study of Future-Privileged Supervision for Causal Egocentric Gaze Estimation Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-07-05T01:20:37.715023Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 19525242-032b-4b1f-b95b-2d7eac3db5f8 · outbound
This paper cites Gazeprompt: En- 9 hancing low vision people’s reading experience with gaze- aware augmentations.
How Much Future Helps? A Controlled Study of Future-Privileged Supervision for Causal Egocentric Gaze Estimation Gazeprompt: En- 9 hancing low vision people’s reading experience with gaze- aware augmentations
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T01:20:37.724566Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 6028d267-a2df-4e89-ac60-8bfffa49c1ce · outbound
This paper cites Privileged Knowledge Distillation for Online Action Detection.
How Much Future Helps? A Controlled Study of Future-Privileged Supervision for Causal Egocentric Gaze Estimation Privileged Knowledge Distillation for Online Action Detection
Reference 24
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T21:18:58.278077Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation dea2d0df-ed6d-45d1-a724-5ecd9e710340 · outbound
This paper cites Progressive privileged knowledge distillation for on- line action detection.Pattern Recognition, 129:108741,.
How Much Future Helps? A Controlled Study of Future-Privileged Supervision for Causal Egocentric Gaze Estimation Progressive privileged knowledge distillation for on- line action detection.Pattern Recognition, 129:108741,
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T01:20:37.720881Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d2e845c4-d0c3-4916-87b5-a3ab6225a83b · outbound
This paper cites an unresolved cited work.
How Much Future Helps? A Controlled Study of Future-Privileged Supervision for Causal Egocentric Gaze Estimation Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-07-05T01:20:37.712801Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Pith citing papers
No inbound Pith citation observations are available.