Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T23:53:30.029266Z
Paper Citation Record · LEDGER
Generalizable Video Quality Assessment via Weak-to-Strong Learning
As of 19 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 2 inbound Pith citation observations for arXiv:2505.03631.
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 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T15:29:05.415710Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T05:00:19.347926Z
Reference resolution
26 of 26 outbound references displayed
- verified exact0
- verified fuzzy3
- unresolved23
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 145299ab-97f2-4dfa-903c-78fe2df2754a · outbound
This paper cites Quality-Aware Image-Text Alignment for Opinion-Unaware Image Quality Assessment.
Generalizable Video Quality Assessment via Weak-to-Strong Learning Quality-Aware Image-Text Alignment for Opinion-Unaware Image Quality Assessment
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:53:29.082847Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cc1e2365-6a21-4345-b5d8-705d8f8b2a51 · outbound
This paper cites 14 Technical Report Table 2: Statistics of raw videos and video pairs in theD w2s dataset.
Generalizable Video Quality Assessment via Weak-to-Strong Learning 14 Technical Report Table 2: Statistics of raw videos and video pairs in theD w2s dataset
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:53:29.650714Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation be0c32e2-f38e-48d4-ab0c-2e816895430c · outbound
This paper cites Scaling-up Perceptual Video Quality Assessment.
Generalizable Video Quality Assessment via Weak-to-Strong Learning Scaling-up Perceptual Video Quality Assessment
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:53:29.365541Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bf348aa7-f822-4689-b19d-d45d061d8cf7 · outbound
This paper cites Contrast in complex images.JOSA A, 7(10):2032–2040,.
Generalizable Video Quality Assessment via Weak-to-Strong Learning Contrast in complex images.JOSA A, 7(10):2032–2040,
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:53:29.403933Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ea891411-3b66-41e9-9113-811e52ffaece · outbound
This paper cites Improving Weak-to-Strong Generalization with Scalable Oversight and Ensemble Learning.
Generalizable Video Quality Assessment via Weak-to-Strong Learning Improving Weak-to-Strong Generalization with Scalable Oversight and Ensemble Learning
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:53:29.506065Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f68b226-dd6f-4b7b-a03f-cec07d4a39ad · outbound
This paper cites How to analyze paired comparison data.Department of Electrical Engineering University of Washington, Tech.
Generalizable Video Quality Assessment via Weak-to-Strong Learning How to analyze paired comparison data.Department of Electrical Engineering University of Washington, Tech
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:53:29.636218Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e1f1000a-c641-4238-a605-f33af1064d10 · outbound
This paper cites Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels.
Generalizable Video Quality Assessment via Weak-to-Strong Learning Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:53:29.641171Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e364c7a8-9e9c-4951-972b-36fdccb29ff2 · outbound
This paper cites Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare.
Generalizable Video Quality Assessment via Weak-to-Strong Learning Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:53:29.646036Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c9c87efe-aff2-4276-b632-5f1dda891985 · outbound
This paper cites an unresolved cited work.
Generalizable Video Quality Assessment via Weak-to-Strong Learning Unresolved cited work
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:53:29.757765Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 144fcc68-f8dd-451e-9153-facc9ff17f53 · outbound
This paper cites an unresolved cited work.
Generalizable Video Quality Assessment via Weak-to-Strong Learning Unresolved cited work
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:53:29.773488Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03c60067-345b-4f0c-ba40-a60e8539ea66 · outbound
This paper cites an unresolved cited work.
Generalizable Video Quality Assessment via Weak-to-Strong Learning Unresolved cited work
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:53:29.778459Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f8b5e3f3-edaa-4502-a6eb-2bb433809cb9 · outbound
This paper cites an unresolved cited work.
Generalizable Video Quality Assessment via Weak-to-Strong Learning Unresolved cited work
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:53:29.783845Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 93d0326e-6cbf-4ce0-ba02-00390e9e58c3 · outbound
This paper cites an unresolved cited work.
Generalizable Video Quality Assessment via Weak-to-Strong Learning Unresolved cited work
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:53:29.911027Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e49ecab3-31ee-443e-9d0d-a9d266ee604c · outbound
This paper cites Darkening:Darkening is applied by reducing the luminance component in the color space.
Generalizable Video Quality Assessment via Weak-to-Strong Learning Darkening:Darkening is applied by reducing the luminance component in the color space
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:53:30.594139Z
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 a997c455-5594-4b47-b302-ee8ca18c9222 · outbound
This paper cites We employ a joint training strategy for images and videos.
Generalizable Video Quality Assessment via Weak-to-Strong Learning We employ a joint training strategy for images and videos
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:53:30.024737Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b8ae2e4-fbe2-4d6c-b8e4-91ade1c55580 · outbound
This paper cites LLaVA-OneVision: Easy Visual Task Transfer.
Generalizable Video Quality Assessment via Weak-to-Strong Learning LLaVA-OneVision: Easy Visual Task Transfer
Reference 1992
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:53:29.371856Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 913f55a1-9573-439c-9400-9563f665c78e · outbound
This paper cites VQA$^2$: Visual Question Answering for Video Quality Assessment.
Generalizable Video Quality Assessment via Weak-to-Strong Learning VQA$^2$: Visual Question Answering for Video Quality Assessment
Reference 2008
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:53:29.358538Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b81f5df2-07ba-4463-8b98-9dd9f3ab14c6 · outbound
This paper cites This is formulated as the following convex optimization problem: arg max ˆq X i,j Mi,j log Φ(ˆq(i)−ˆq(j)) − X i ˆq(i) 2 ,s.t.
Generalizable Video Quality Assessment via Weak-to-Strong Learning This is formulated as the following convex optimization problem: arg max ˆq X i,j Mi,j log Φ(ˆq(i)−ˆq(j)) − X i ˆq(i) 2 ,s.t
Reference 2011
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:53:30.431438Z
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 99c3072e-8d82-4e1d-9d5a-00ced0769791 · outbound
This paper cites unupdated.
Generalizable Video Quality Assessment via Weak-to-Strong Learning unupdated
Reference 2012
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:53:30.746700Z
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 9d45aabc-7924-4f49-a07e-ee200d40084f · outbound
This paper cites Co-Supervised Learning: Improving Weak-to-Strong Generalization with Hierarchical Mixture of Experts.
Generalizable Video Quality Assessment via Weak-to-Strong Learning Co-Supervised Learning: Improving Weak-to-Strong Generalization with Hierarchical Mixture of Experts
Reference 2017
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:53:29.382757Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f70bf4e3-8b1a-4e0c-b91b-8943bf521107 · outbound
This paper cites an unresolved cited work.
Generalizable Video Quality Assessment via Weak-to-Strong Learning Unresolved cited work
Reference 2018
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:53:29.762337Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d9e6a5da-5893-414b-974c-40e0e8e6e49c · outbound
This paper cites an unresolved cited work.
Generalizable Video Quality Assessment via Weak-to-Strong Learning Unresolved cited work
Reference 2019
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:53:29.768317Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1543e3c3-2e10-4681-a5d4-05979154a9af · outbound
This paper cites Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models.
Generalizable Video Quality Assessment via Weak-to-Strong Learning Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models
Reference 2021
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:53:29.266810Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae73a191-b641-4690-b299-3eaa2c9b91cd · outbound
This paper cites Quality assessment of in-the-wild videos.
Generalizable Video Quality Assessment via Weak-to-Strong Learning Quality assessment of in-the-wild videos
Reference 2022
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:53:29.377232Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce8e8d5d-004c-41ab-a7ff-f0891a909346 · outbound
This paper cites Vqathinker: Exploring generalizable and explainable video quality assessment via reinforcement learning.arXiv preprint arXiv:2508.06051,.
Generalizable Video Quality Assessment via Weak-to-Strong Learning Vqathinker: Exploring generalizable and explainable video quality assessment via reinforcement learning.arXiv preprint arXiv:2508.06051,
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:53:29.201888Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d841151-4da8-4fef-afc9-25602ba92827 · outbound
This paper cites Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision.
Generalizable Video Quality Assessment via Weak-to-Strong Learning Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T23:53:29.131915Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 2584eb19-2379-4360-beae-89ead8fbb5e7 · inbound
Efficient Face Image Quality Assessment via Self-training and Knowledge Distillation cites this paper.
Efficient Face Image Quality Assessment via Self-training and Knowledge Distillation Generalizable Video Quality Assessment via Weak-to-Strong Learning
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:29:05.415710Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c9c57b84-cbd7-487f-8713-276a7aee29d8 · inbound
Engagement Prediction of Short Videos with Large Multimodal Models cites this paper.
Engagement Prediction of Short Videos with Large Multimodal Models Generalizable Video Quality Assessment via Weak-to-Strong Learning
Reference 3
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T05:00:19.352915Z
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.