Paper Citation Record · LEDGER

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding

As of 9 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 1 inbound Pith citation observation for arXiv:2508.06317.

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

pith.paper-citation-record.v1
2508.06317 v1

Coverage vector

measured 63 of 63 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T22:54:33.249888Z

measured 64 of 64 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-15T20:48:44.933542Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T20:50:17.329932Z

Reference resolution

63 of 63 outbound references displayed

verified exact4
verified fuzzy32
unresolved27
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3b7abce9-775f-43b9-8e67-b1f14d10029f · outbound

This paper cites Localizing moments in video with natural language.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Localizing moments in video with natural language

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:54:34.032074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d3a762c3-256e-4f03-a0a4-0c67cb6829e3 · outbound

This paper cites Activitynet: A large-scale video benchmark for human activity understanding.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Activitynet: A large-scale video benchmark for human activity understanding

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T22:54:32.274167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a17fb80c-8b89-4c6c-a0b7-7f57ebd4506f · outbound

This paper cites Shine: Saliency- aware hierarchical negative ranking for compositional temporal grounding.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Shine: Saliency- aware hierarchical negative ranking for compositional temporal grounding

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:54:34.010249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1185d8c4-2701-441b-b2ff-abb7c04a6165 · outbound

This paper cites Scaling instruction-finetuned language models.Journal of Machine Learning Research, 25(70):1–53, 2024.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Scaling instruction-finetuned language models.Journal of Machine Learning Research, 25(70):1–53, 2024

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T22:54:32.282263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d67f4f28-a555-40f9-8da9-25c31fa76b30 · outbound

This paper cites Aleatory or epistemic? does it matter?Structural safety, 31(2):105–112, 2009.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Aleatory or epistemic? does it matter?Structural safety, 31(2):105–112, 2009

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T22:54:32.286136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd871ce2-cd33-4a4a-954f-ffcde6896442 · outbound

This paper cites Partially relevant video retrieval.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Partially relevant video retrieval

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:54:33.981243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5529c00f-8df0-4579-a070-3cc67d54ea12 · outbound

This paper cites Dual encoding for video retrieval by text.IEEE Transactions on Pattern Analysis and Machine Intelligence, 44(8):4065–4080, 2021.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Dual encoding for video retrieval by text.IEEE Transactions on Pattern Analysis and Machine Intelligence, 44(8):4065–4080, 2021

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:54:33.969312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8939eec8-cc5c-480a-92b1-da60480f9b84 · outbound

This paper cites Not all inputs are valid: Towards open-set video moment retrieval using language.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Not all inputs are valid: Towards open-set video moment retrieval using language

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:54:33.956565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7debb45a-d962-48b1-8e32-f3583c57c2bb · outbound

This paper cites Detecting hallucinations in large language models using semantic entropy.Nature, 630(8017):625–630, 2024.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Detecting hallucinations in large language models using semantic entropy.Nature, 630(8017):625–630, 2024

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T22:54:32.301601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c41a516-7c1b-43fc-9daa-92bb48e27e6d · outbound

This paper cites Gal and Z.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Gal and Z

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:54:33.935050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3ac40b40-b793-4fcd-81b5-cbf21fb9c757 · outbound

This paper cites Dropout as a bayesian approximation: Representing model uncertainty in deep learning.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Dropout as a bayesian approximation: Representing model uncertainty in deep learning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T22:54:32.308997Z

Source-reported events for the cited work

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Observation 2fed5b3f-d178-42a7-b95d-ca8de0b74350 · outbound

This paper cites Tall: Temporal activity localization via language query.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Tall: Temporal activity localization via language query

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T22:54:32.312913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecc8c3d1-8692-4de6-9ebb-3feab9260687 · outbound

This paper cites On calibration of modern neural networks.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding On calibration of modern neural networks

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T22:54:32.316517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e67f3785-2e43-48de-a65a-39e54b12cac3 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T22:54:32.320336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ff94db8-16e1-4db3-b120-da4274c2e1c6 · outbound

This paper cites Vtg-llm: Integrating timestamp knowledge into video llms for enhanced video temporal grounding.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Vtg-llm: Integrating timestamp knowledge into video llms for enhanced video temporal grounding

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T22:54:32.324460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4296960a-6fbc-4360-98ca-63aa5de11065 · outbound

This paper cites TRACE: Temporal Grounding Video LLM via Causal Event Modeling.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding TRACE: Temporal Grounding Video LLM via Causal Event Modeling

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T22:54:32.327843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 795b3eb1-b95e-4b05-b6df-a06a5de6829d · outbound

This paper cites Cone: An efficient coarse-to-fine alignment framework for long video temporal grounding.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Cone: An efficient coarse-to-fine alignment framework for long video temporal grounding

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:54:33.888653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9419f8c6-e79c-4b8a-87e9-0244b78e9076 · outbound

This paper cites CoS: Chain-of-Shot Prompting for Long Video Understanding.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding CoS: Chain-of-Shot Prompting for Long Video Understanding

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-05T22:54:32.335081Z

Source-reported events for the cited work

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Observation b19b3ec7-7d0b-4832-9907-f8f74cdc0b42 · outbound

This paper cites Discriminative partial domain adversarial network.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Discriminative partial domain adversarial network

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:54:33.876937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 132c5d06-508c-4edd-8042-0837bf0515ab · outbound

This paper cites Learning unbiased transferability for domain adaptation by uncertainty modeling.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Learning unbiased transferability for domain adaptation by uncertainty modeling

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:54:33.864896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3ba722be-d6de-48df-b2f7-09475488427c · outbound

This paper cites Vtimellm: Empower llm to grasp video moments.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Vtimellm: Empower llm to grasp video moments

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T22:54:32.346338Z

Source-reported events for the cited work

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Observation 89ba15d9-6f7f-4e5c-bf29-19c038f8a5d5 · outbound

This paper cites Chat-univi: Unified visual representation empowers large language models with image and video understanding.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Chat-univi: Unified visual representation empowers large language models with image and video understanding

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T22:54:32.350018Z

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Unavailable: canonical work link unavailable.

Observation 7d40d6c1-74e5-41e0-8b39-26bf290a72ae · outbound

This paper cites What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T22:54:32.354022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aff8587d-5074-4a4b-a8ad-b76e740046c8 · outbound

This paper cites Dense- captioning events in videos.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Dense- captioning events in videos

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T22:54:32.357976Z

Source-reported events for the cited work

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Observation 8bc3e3a9-b88a-48d0-a861-fcadbb09e429 · outbound

This paper cites Detecting moments and highlights in videos via natural language queries.Advances in Neural Information Processing Systems, 34:11846–11858, 2021.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Detecting moments and highlights in videos via natural language queries.Advances in Neural Information Processing Systems, 34:11846–11858, 2021

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T22:54:32.361771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67a9fd34-8091-48e1-a4f7-37d64ae2eb57 · outbound

This paper cites Envolving temporal reasoning capability into lmms via temporal consistent reward.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Envolving temporal reasoning capability into lmms via temporal consistent reward

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:54:33.820265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c44b9914-4ef7-4a99-8121-1c41a5f82d95 · outbound

This paper cites Compositional temporal grounding with structured variational cross-graph correspondence learning.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Compositional temporal grounding with structured variational cross-graph correspondence learning

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:54:33.807759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3b36745b-e990-4271-b2e1-c8630847508c · outbound

This paper cites Groundinggpt: Language enhanced multi-modal grounding model.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Groundinggpt: Language enhanced multi-modal grounding model

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:54:33.795533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 512687d8-1945-4850-8bf3-62b387b01b0e · outbound

This paper cites Weakly-supervised video moment retrieval via semantic completion network.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Weakly-supervised video moment retrieval via semantic completion network

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:54:33.783155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 63da2caf-0eff-43fa-92fa-feee7e44bdcc · outbound

This paper cites Unsupervised domain adaptative temporal sentence localization with mutual in- formation maximization.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Unsupervised domain adaptative temporal sentence localization with mutual in- formation maximization

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:54:33.769744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a8c6e1f9-6e36-425f-82a9-ef5c79b4f340 · outbound

This paper cites Et bench: Towards open-ended event-level video-language understanding.Advances in Neural Information Processing Systems, 37:32076–32110, 2024.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Et bench: Towards open-ended event-level video-language understanding.Advances in Neural Information Processing Systems, 37:32076–32110, 2024

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:54:33.758021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3bfc16d8-9985-46a1-b7dd-26678f4352e0 · outbound

This paper cites The norm must go on: Dynamic unsupervised domain adaptation by normalization.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding The norm must go on: Dynamic unsupervised domain adaptation by normalization

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:54:33.745964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 215f910c-c39d-4156-bd75-6f73df0498d5 · outbound

This paper cites Query- dependent video representation for moment retrieval and highlight detection.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Query- dependent video representation for moment retrieval and highlight detection

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:54:33.734261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c51cc6f8-3c8b-4b00-87a7-4817e2fb3337 · outbound

This paper cites Local-global video-text interactions for temporal grounding.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Local-global video-text interactions for temporal grounding

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:54:33.722198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6b514b26-6134-4157-81d7-90de9e5f81b7 · outbound

This paper cites Efficient test-time model adaptation without forgetting.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Efficient test-time model adaptation without forgetting

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T22:54:32.401148Z

Source-reported events for the cited work

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Observation 9ef86b3d-91d6-47fe-ab2b-09458830ef05 · outbound

This paper cites Implicit Weight Uncertainty in Neural Networks.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Implicit Weight Uncertainty in Neural Networks

Reference 36

Resolution: verified exact; local_arxiv, observed 2026-08-05T22:54:33.444522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1813ae22-59ef-421e-acf9-1fa969addd5d · outbound

This paper cites Grounding is All You Need? Dual Temporal Grounding for Video Dialog.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Grounding is All You Need? Dual Temporal Grounding for Video Dialog

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-08-05T22:54:33.426185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0374e25a-fbba-48d6-bf1c-47f06777c2ce · outbound

This paper cites Grounding action descriptions in videos.Transactions of the Association for Computational Linguistics, 1:25–36, 2013.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Grounding action descriptions in videos.Transactions of the Association for Computational Linguistics, 1:25–36, 2013

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:54:33.701035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8c238c88-1b09-41b4-a7e3-7c966a12e90f · outbound

This paper cites Timechat: A time-sensitive multimodal large language model for long video understanding.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Timechat: A time-sensitive multimodal large language model for long video understanding

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-05T22:54:32.417147Z

Source-reported events for the cited work

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Observation 42db0bca-68c6-439e-8ca2-91469ef60548 · outbound

This paper cites Hollywood in homes: Crowdsourcing data collection for activity understanding.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Hollywood in homes: Crowdsourcing data collection for activity understanding

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:54:33.679600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation dd51479c-e522-43e4-aa20-32270328f716 · outbound

This paper cites Video understanding with large language models: A survey.IEEE Transactions on Circuits and Systems for Video Technology, 2025.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Video understanding with large language models: A survey.IEEE Transactions on Circuits and Systems for Video Technology, 2025

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-05T22:54:32.424139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6cb1b11-d931-4085-bdb5-f952ded78c05 · outbound

This paper cites Tent: Fully Test-time Adaptation by Entropy Minimization.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Tent: Fully Test-time Adaptation by Entropy Minimization

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-05T22:54:32.427575Z

Source-reported events for the cited work

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Observation bb0becf9-08a1-4817-9979-f3ef085559b5 · outbound

This paper cites Routing evidence for unseen actions in video moment retrieval.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Routing evidence for unseen actions in video moment retrieval

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:54:33.658727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 62e36564-41ea-4a22-9fee-fbcab36f8e86 · outbound

This paper cites Temporally grounding language queries in videos by contextual boundary-aware prediction.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Temporally grounding language queries in videos by contextual boundary-aware prediction

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:54:33.647051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 833b4b97-1257-4a66-94d9-5891c2dd435e · outbound

This paper cites Dynamically instance-guided adaptation: A backward-free approach for test-time domain adaptive semantic segmentation.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Dynamically instance-guided adaptation: A backward-free approach for test-time domain adaptive semantic segmentation

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:54:33.634928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d012e8ff-8af1-4fcd-9e91-f17c874aa11a · outbound

This paper cites Transferable Calibration with Lower Bias and Variance in Domain Adaptation.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Transferable Calibration with Lower Bias and Variance in Domain Adaptation

Reference 46

Resolution: verified exact; local_arxiv, observed 2026-08-05T22:54:33.392352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fa93c31f-f6eb-454e-9388-ac956e1afd3f · outbound

This paper cites Time-R1: Post-Training Large Vision Language Model for Temporal Video Grounding.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Time-R1: Post-Training Large Vision Language Model for Temporal Video Grounding

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-05T22:54:32.447112Z

Source-reported events for the cited work

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Observation faceecd9-2ca7-42f9-a5d5-00ce1a0ddd69 · outbound

This paper cites Negative sample matters: A renaissance of metric learning for temporal grounding.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Negative sample matters: A renaissance of metric learning for temporal grounding

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:54:33.622244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c056ef19-6bbe-4948-a28f-d3a1d5b3fa00 · outbound

This paper cites Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-05T22:54:32.454372Z

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Observation 353b3d2f-1442-470d-a2e5-b0a44bda6061 · outbound

This paper cites Large Language Models Can Learn Temporal Reasoning.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Large Language Models Can Learn Temporal Reasoning

Reference 50

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Observation 99eaaa78-b71b-417f-a883-714e62ef8c14 · outbound

This paper cites Multilevel language and vision integration for text-to-clip retrieval.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Multilevel language and vision integration for text-to-clip retrieval

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:54:33.609720Z

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Observation 1ca720ed-95d5-4341-9fdc-8d375154b4a4 · outbound

This paper cites Unloc: A unified framework for video localization tasks.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Unloc: A unified framework for video localization tasks

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:54:33.596452Z

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Observation de54241e-f484-4e21-8367-5d235972eed8 · outbound

This paper cites Qwen2.5 Technical Report.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Qwen2.5 Technical Report

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-05T22:54:32.469474Z

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Observation 4ee91913-294c-42d3-9ea8-bbff6e62a1a0 · outbound

This paper cites A closer look at temporal sentence grounding in videos: Dataset and metric.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding A closer look at temporal sentence grounding in videos: Dataset and metric

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:54:33.582827Z

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Observation 3074fb7b-14c0-4fcc-afbd-103da666990a · outbound

This paper cites Semantic conditioned dynamic modulation for temporal sentence grounding in videos.Advances in Neural Information Processing Systems, 32, 2019.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Semantic conditioned dynamic modulation for temporal sentence grounding in videos.Advances in Neural Information Processing Systems, 32, 2019

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:54:33.570725Z

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Observation d9eb7b02-5e4b-44bd-b00b-07c4704abe54 · outbound

This paper cites To find where you talk: Temporal sentence localization in video with attention based location regression.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding To find where you talk: Temporal sentence localization in video with attention based location regression

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:54:33.558019Z

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Observation 1421e214-b28c-426b-914b-df7eefdb8955 · outbound

This paper cites Dense regression network for video grounding.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Dense regression network for video grounding

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:54:33.545077Z

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Observation e3ee6162-9ba8-4623-a6bd-2d0f5db2f5a9 · outbound

This paper cites TimeSuite: Improving MLLMs for Long Video Understanding via Grounded Tuning.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding TimeSuite: Improving MLLMs for Long Video Understanding via Grounded Tuning

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-05T22:54:33.231367Z

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Observation 0ba63f41-b6cf-4558-8aa8-430b16f7d293 · outbound

This paper cites Span-based localizing network for natural language video localization.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Span-based localizing network for natural language video localization

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:54:33.532274Z

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Observation 39b826a8-5148-46da-a5eb-3b8dfc9a2da3 · outbound

This paper cites No-frills Temporal Video Grounding: Multi-Scale Neighboring Attention and Zoom-in Boundary Detection.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding No-frills Temporal Video Grounding: Multi-Scale Neighboring Attention and Zoom-in Boundary Detection

Reference 60

Resolution: verified exact; local_arxiv, observed 2026-08-05T22:54:33.304725Z

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Observation 5901a24c-23b0-4637-a02d-4448ca7da921 · outbound

This paper cites Learning 2d temporal adjacent networks for moment localization with natural language.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Learning 2d temporal adjacent networks for moment localization with natural language

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-05T22:54:33.242771Z

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Observation b20c9f3d-1dac-4811-9ae6-5ef16e75eb94 · outbound

This paper cites Cross-modal interaction networks for query-based moment retrieval in videos.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Cross-modal interaction networks for query-based moment retrieval in videos

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:54:33.509559Z

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Observation 16493e6d-cf1d-435d-9ce1-3878b1902a6f · outbound

This paper cites Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework.

Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-05T22:54:33.249888Z

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Pith citing papers

Observation 21156c8a-d0fd-423f-94f0-37dd52a0d419 · inbound

GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking cites this paper.

GraphThinker: Reinforcing Temporally Grounded Video Reasoning with Event Graph Thinking Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-15T20:50:17.331446Z

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