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Representative samples of the “other” category ...

Representative samples of the “other” category (real sources and cosmic-ray events).

Lang Chen et al, The Astrophysical Journal Supplement Series 285 2

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Representative samples of instrumental arm arti...

Representative samples of instrumental arm artifacts.

Lang Chen et al, The Astrophysical Journal Supplement Series 285 2

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Failure case of traditional source extraction o...

Failure case of traditional source extraction on EP-WXT data. The overlaid markers repre...

Lang Chen et al, The Astrophysical Journal Supplement Series 285 2

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Light curves and PI spectra of the three verifi...

Light curves and PI spectra of the three verified astrophysical candidates used as illus...

Lang Chen et al, The Astrophysical Journal Supplement Series 285 2

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Architecture of the Step 1 arm filter. The pipe...

Architecture of the Step 1 arm filter. The pipeline takes preprocessed 100 × 100 pixels ...

Lang Chen et al, The Astrophysical Journal Supplement Series 285 2

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Architecture of the Step 2 cosmic-ray filter. T...

Architecture of the Step 2 cosmic-ray filter. To break the spatial degeneracy between co...

Lang Chen et al, The Astrophysical Journal Supplement Series 285 2

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Representative Bayesian Blocks diagnostic produ...

Representative Bayesian Blocks diagnostic product for a flagged EP-WXT observation. The ...

Lang Chen et al, The Astrophysical Journal Supplement Series 285 2

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Combined confusion matrix of the filtration pip...

Combined confusion matrix of the filtration pipeline. The matrix shows the final classif...

Lang Chen et al, The Astrophysical Journal Supplement Series 285 2

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Comparison of temporal and spectral features. T...

Comparison of temporal and spectral features. Top row (light curves): arms show noise-li...

Lang Chen et al, The Astrophysical Journal Supplement Series 285 2

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Performance visualization of Step 1 on the test...

Performance visualization of Step 1 on the test set. The confusion matrix and ROC curve ...

Lang Chen et al, The Astrophysical Journal Supplement Series 285 2

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Performance visualization of Step 2 on the test...

Performance visualization of Step 2 on the test set. The confusion matrix and ROC curve ...

Lang Chen et al, The Astrophysical Journal Supplement Series 285 2

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Overview of the M-EPDet hierarchical framework.

Lang Chen et al, The Astrophysical Journal Supplement Series 285 2

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Analysis of image crop size. (a) A real source ...

Analysis of image crop size. (a) A real source contaminated by the arm of a neighboring ...

Lang Chen et al, The Astrophysical Journal Supplement Series 285 2

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Sky footprints of the surveys used in this work...

Sky footprints of the surveys used in this work, shown in equatorial coordinates. Dots i...

Hisakazu Uchiyama et al, The Astrophysical Journal Supplement Series 285 2

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Flowchart summarizing the construction of our m...

Flowchart summarizing the construction of our multiwavelength samples. Starting from the...

Hisakazu Uchiyama et al, The Astrophysical Journal Supplement Series 285 2

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Radio luminosity at 3 GHz (L3GHz) vs. redshift ...

Radio luminosity at 3 GHz (L3GHz) vs. redshift for the Clean VLASS-HSC with reliable pho...

Hisakazu Uchiyama et al, The Astrophysical Journal Supplement Series 285 2

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Radio color–color diagram of spectral indices α...

Radio color–color diagram of spectral indices αLV and αFV. Blue points show sources dete...

Hisakazu Uchiyama et al, The Astrophysical Journal Supplement Series 285 2

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Radio-to-optical ratio as a function of optical...

Radio-to-optical ratio as a function of optical brightness for our radio-selected sample...

Hisakazu Uchiyama et al, The Astrophysical Journal Supplement Series 285 2

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Histograms of nearest-neighbor positional-match...

Histograms of nearest-neighbor positional-match separations d for the Clean VLASS-HSC pa...

Hisakazu Uchiyama et al, The Astrophysical Journal Supplement Series 285 2

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Multiwavelength cutout montage for five represe...

Multiwavelength cutout montage for five representative sources from the Clean VLASS-HSC-...

Hisakazu Uchiyama et al, The Astrophysical Journal Supplement Series 285 2

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Stacked histogram of HSC i-band cModel magnitud...

Stacked histogram of HSC i-band cModel magnitudes for the Clean VLASS-HSC sample (black ...

Hisakazu Uchiyama et al, The Astrophysical Journal Supplement Series 285 2

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Comparison of spectroscopic and photometric red...

Comparison of spectroscopic and photometric redshifts for sources in our catalog. The so...

Hisakazu Uchiyama et al, The Astrophysical Journal Supplement Series 285 2

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Radial surface density of VLASS-HSC matches. Th...

Radial surface density of VLASS-HSC matches. The surface density of HSC counterparts aro...

Hisakazu Uchiyama et al, The Astrophysical Journal Supplement Series 285 2

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Cumulative source number densities as a functio...

Cumulative source number densities as a function of 3 GHz flux density for the Clean VLA...

Hisakazu Uchiyama et al, The Astrophysical Journal Supplement Series 285 2

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Morphology diagnostic for the extended subsampl...

Morphology diagnostic for the extended subsample. We plot the HSC i-band extendedness in...

Hisakazu Uchiyama et al, The Astrophysical Journal Supplement Series 285 2

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