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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.

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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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Image and Signal Denoising Methods
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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
venuejournal
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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.

1,335 results · 1 filter active ·
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20002025
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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.
1,335 works in the cohort · of 4,299,418page 16 of 27

Labels cover 0 of 1,335 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 1,335 of 1,335 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Image Denoising based on Deep Learning
Zeyu Li
2023· article· en· Highlights in Science Engineering and Technology· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Self-similarity of Fourier domain MRI data
Gregory S. Mayer, Edward R. Vrscay
2008· article· en· Nonlinear Analysis· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Adaptive Non-local Means Using Weight Thresholding
Asif Khan, Mahmoud R. El-Sakka
2017· book-chapter· en· Communications in computer and information science· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_scienceconsensus · none
3
citations
afffundvenueunlabeled
Deep Residual Transform for Multi-scale Image Decomposition
Yuhao Chen, Alexander Wong, Yuan Fang, Yifan Wu, Linlin Xu
2021· article· en· Journal of Computational Vision and Imaging Systems· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
Adaptive Real-Time Removal of Impulse Noise in Medical Images
Zohreh HosseinKhani, Mohsen Hajabdollahi, Nader Karimi, S. M. Reza Soroushmehr, Shahram Shirani, Kayvan Najarian +1 more
2018· preprint· en· Journal of Medical Systems· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
afffundunlabeled
Quaternion Vector Quantized Variational Autoencoder
Luo Hui, Xin Liu, Jian Sun, Yang Zhang
2024· article· en· IEEE Signal Processing Letters· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
3
citations
affno abstractunlabeled
Discrete Wavelet Transforms
K. Deergha Rao, M. N. S. Swamy
2018· book-chapter· en· Digital Signal Processing· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
3
citations
affno abstractunlabeled
Wavelet Filter Banks
Bin Han
2017· book-chapter· en· Applied and numerical harmonic analysis· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
Single‐pass stratified importance resampling
Ege Ciklabakkal, Adrien Gruson, Iliyan Georgiev, Derek Nowrouzezahrai, Toshiya Hachisuka
2022· article· en· Computer Graphics Forum· Computer Science
distilled prediction:candidate · noneconsensus · none
3
citations
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