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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.

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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 1 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
Two decades of internet video streaming
Baochun Li, Zhi Wang, Jiangchuan Liu, Wenwu Zhu
2013· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · noneconsensus · none
118
citations
affunlabeled
Mobile Multi-Food Recognition Using Deep Learning
Parisa Pouladzadeh, Shervin Shirmohammadi
2017· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Medicine
distilled prediction:candidate · stsconsensus · none
85
citations
affunlabeled
Image Enhancement in Encrypted Domain over Cloud
Ankita Lathey, Pradeep K. Atrey
2015· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · noneconsensus · none
69
citations
affunlabeled
An analytical study of peer-to-peer media streaming systems
Yi-Cheng Tu, Jianzhong Sun, Mohamed Hefeeda, Sunil Prabhakar
2005· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
65
citations
affunlabeled
A DNA Based Colour Image Encryption Scheme Using A Convolutional Autoencoder
Muneeb Ur Rehman, Jawad Ahmad, Muhammad Shahbaz Khan, Wadii Boulila, Gautam Srivastava, Jerry Chun‐Wei Lin +1 more
2022· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
64
citations
affunlabeled
xCos: An Explainable Cosine Metric for Face Verification Task
Yu‐Sheng Lin, Zhe-Yu Liu, Yuan Chen, Yu-Siang Wang, Ya-Liang Chang, Winston H. Hsu
2021· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · stsconsensus · none
58
citations
affunlabeled
Diagnosing network-wide P2P live streaming inefficiencies
Chuan Wu, Baochun Li, Shuqiao Zhao
2012· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
55
citations
affunlabeled
Web3 Metaverse: State-of-the-Art and Vision
Hongzhou Chen, Haihan Duan, Maha Abdallah, Yufeng Zhu, Yonggang Wen, Abdulmotaleb El Saddik +1 more
2023· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · noneconsensus · none
55
citations
afffundunlabeled
SAfeDJ
Xiping Hu, Jun-qi Deng, Jidi Zhao, Wenyan Hu, Edith C.‐H. Ngai, Renfei Wang +5 more
2015· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Psychology
distilled prediction:candidate · noneconsensus · none
48
citations
affunlabeled
Server selection in large-scale video-on-demand systems
Niklas Carlsson, Derek L. Eager
2010· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
44
citations
affunlabeled
A Quality of Experience Model for Haptic Virtual Environments
Abdelwahab Hamam, Abdulmotaleb El Saddik, Jihad Mohamad Alja’am
2014· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · noneconsensus · none
39
citations
affunlabeled
Toward Delay-Efficient Game-Aware Data Centers for Cloud Gaming
Maryam Amiri, Hussein Al Osman, Shervin Shirmohammadi, Maha Abdallah
2016· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · noneconsensus · none
39
citations
affunlabeled
Low-latency adaptive streaming over tcp
Ashvin Goel, Charles Krasic, Jonathan Walpole
2008· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · stsconsensus · none
38
citations
affunlabeled
Representation, Analysis, and Recognition of 3D Humans
Stefano Berretti, Mohamed Daoudi, Pavan Turaga, Anup Basu
2018· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · noneconsensus · none
36
citations
affunlabeled
Authentication schemes for multimedia streams
Mohamed Hefeeda, Kianoosh Mokhtarian
2010· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · stsconsensus · none
32
citations
affunlabeled
From 3D Sensing to Printing
Longyu Zhang, Haiwei Dong, Abdulmotaleb El Saddik
2015· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
31
citations
affunlabeled
PPHOCFS
Qingchen Zhang, Hua Zhong, Laurence T. Yang, Zhikui Chen, Fanyu Bu
2016· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · noneconsensus · none
29
citations
affunlabeled
Auction-based P2P VoD streaming
Chuan Wu, Zongpeng Li, Xuanjia Qiu, Francis C. M. Lau
2012· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Decision Sciences
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
28
citations
affunlabeled
Contextual tag inference
Michael Mandel, Razvan Pascanu, Douglas Eck, Yoshua Bengio, Luca Maria Aiello, Rossano Schifanella +1 more
2011· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · noneconsensus · none
27
citations
fundno affunlabeled
Pinball Loss Twin Support Vector Clustering
M. Tanveer, Tarun Gupta, Miten Shah
2021· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · noneconsensus · none
25
citations
affunlabeled
Deep Learning–Based Multimedia Analytics
Ting Yao, Shiai Zhu, Abdulmotaleb El Saddik
2019· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
22
citations
afffundunlabeled
Understanding Video Sharing Propagation in Social Networks
Haitao Li, Xu Cheng, Jiangchuan Liu
2014· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
21
citations
affunlabeled
Light-Aware Contrastive Learning for Low-Light Image Enhancement
Xu Wu, Zhihui Lai, Jie Zhou, Xianxu Hou, Witold Pedrycz, Linlin Shen
2024· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
21
citations
affunlabeled
Propagation-based social-aware multimedia content distribution
Zhi Wang, Wenwu Zhu, Xiangwen Chen, Lifeng Sun, Jiangchuan Liu, Minghua Chen +2 more
2013· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
21
citations

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