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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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ACM Transactions on Multimedia Computing Communications and Applications
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
fundfunder
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

142 results · 1 filter active ·
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20052025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
142 works in the cohort · of 4,299,418page 2 of 3

Labels cover 0 of 142 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 142 of 142 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Meta-Review on Brain-Computer Interface (BCI) in the Metaverse
Kamran Gholizadeh HamlAbadi, Fedwa Laamarti, Abdulmotaleb El Saddik
2024· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Neuroscience
distilled prediction:candidate · noneconsensus · none
17
citations
affunlabeled
Music-driven character animation
Danielle Sauer, Yee‐Hong Yang
2009· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · noneconsensus · none
15
citations
affunlabeled
Characterizing User Behaviors in Mobile Personal Livecast
Ming Ma, Lei Zhang, Jiangchuan Liu, Zhi Wang, Haitian Pang, Lifeng Sun +3 more
2018· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · noneconsensus · none
14
citations
affunlabeled
A Bayesian Quality-of-Experience Model for Adaptive Streaming Videos
Zhengfang Duanmu, Wentao Liu, Diqi Chen, Zhuoran Li, Zhou Wang, Yizhou Wang +1 more
2022· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · stsconsensus · none
13
citations
affunlabeled
Cloud-Assisted Crowdsourced Livecast
Cong Zhang, Jiangchuan Liu, Haiyang Wang
2017· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · stsconsensus · none
13
citations
affunlabeled
Scalable on-demand media streaming for heterogeneous clients
Phillipa Gill, Liqi Shi, Anirban Mahanti, Zongpeng Li, Derek L. Eager
2008· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
12
citations
afffundunlabeled
Spider
Naghmeh Khodabakhshi, Mohamed Hefeeda
2013· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · noneconsensus · none
11
citations
affunlabeled
Distilled Meta-learning for Multi-Class Incremental Learning
Hao Liu, Zhaoyu Yan, Bing Liu, Jiaqi Zhao, Yong Zhou, Abdulmotaleb El Saddik
2023· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
9
citations
affunlabeled
RAST: Restorable Arbitrary Style Transfer
Yingnan Ma, Chenqiu Zhao, Bingran Huang, Anup Basu
2023· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · stsconsensus · none
9
citations
afffundunlabeled
QuGu
Yang Li, Azzedine Boukerche
2015· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · noneconsensus · none
8
citations
affunlabeled
Watch Me from Distance (WMD)
Pradeep K. Atrey, Bakul Trehan, Mukesh Saini
2019· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · noneconsensus · none
7
citations
afffundunlabeled
PROPANE
Richard W. Pazzi, Azzedine Boukerche
2014· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Image registration for foveated panoramic sensing
Fadi Dornaika, James H. Elder
2012· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · stsconsensus · none
7
citations
affunlabeled
Optimal layered multicast
Ajay Gopinathan, Zongpeng Li
2011· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · stsconsensus · none
6
citations

How this was built: Screen · Findings · About