id sid tid token lemma pos vh53ws88x9p 1 1 we we PRON vh53ws88x9p 1 2 present present VERB vh53ws88x9p 1 3 a a DET vh53ws88x9p 1 4 unified unified ADJ vh53ws88x9p 1 5 framework framework NOUN vh53ws88x9p 1 6 for for ADP vh53ws88x9p 1 7 segmentation segmentation NOUN vh53ws88x9p 1 8 and and CCONJ vh53ws88x9p 1 9 regression regression NOUN vh53ws88x9p 1 10 tasks task NOUN vh53ws88x9p 1 11 with with ADP vh53ws88x9p 1 12 convolutional convolutional ADJ vh53ws88x9p 1 13 encoder encoder NOUN vh53ws88x9p 1 14 - - PUNCT vh53ws88x9p 1 15 decoder decoder NOUN vh53ws88x9p 1 16 networks network NOUN vh53ws88x9p 1 17 , , PUNCT vh53ws88x9p 1 18 using use VERB vh53ws88x9p 1 19 , , PUNCT vh53ws88x9p 1 20 as as ADP vh53ws88x9p 1 21 a a DET vh53ws88x9p 1 22 motivation motivation NOUN vh53ws88x9p 1 23 , , PUNCT vh53ws88x9p 1 24 the the DET vh53ws88x9p 1 25 problem problem NOUN vh53ws88x9p 1 26 of of ADP vh53ws88x9p 1 27 estimating estimate VERB vh53ws88x9p 1 28 the the DET vh53ws88x9p 1 29 relative relative ADJ vh53ws88x9p 1 30 pressures pressure NOUN vh53ws88x9p 1 31 from from ADP vh53ws88x9p 1 32 velocity velocity NOUN vh53ws88x9p 1 33 fields field NOUN vh53ws88x9p 1 34 acquired acquire VERB vh53ws88x9p 1 35 through through ADP vh53ws88x9p 1 36 magnetic magnetic ADJ vh53ws88x9p 1 37 resonance resonance NOUN vh53ws88x9p 1 38 imaging imaging NOUN vh53ws88x9p 1 39 ( ( PUNCT vh53ws88x9p 1 40 mri mri NOUN vh53ws88x9p 1 41 ) ) PUNCT vh53ws88x9p 1 42 . . PUNCT vh53ws88x9p 2 1 first first ADV vh53ws88x9p 2 2 , , PUNCT vh53ws88x9p 2 3 we we PRON vh53ws88x9p 2 4 characterize characterize VERB vh53ws88x9p 2 5 the the DET vh53ws88x9p 2 6 properties property NOUN vh53ws88x9p 2 7 of of ADP vh53ws88x9p 2 8 the the DET vh53ws88x9p 2 9 noise noise NOUN vh53ws88x9p 2 10 generated generate VERB vh53ws88x9p 2 11 from from ADP vh53ws88x9p 2 12 undersampled undersampled ADJ vh53ws88x9p 2 13 4d 4d NUM vh53ws88x9p 2 14 flow flow NOUN vh53ws88x9p 2 15 mri mri NOUN vh53ws88x9p 2 16 fourier fourier NOUN vh53ws88x9p 2 17 space space NOUN vh53ws88x9p 2 18 data datum NOUN vh53ws88x9p 2 19 . . PUNCT vh53ws88x9p 3 1 next next ADV vh53ws88x9p 3 2 , , PUNCT vh53ws88x9p 3 3 we we PRON vh53ws88x9p 3 4 propose propose VERB vh53ws88x9p 3 5 several several ADJ vh53ws88x9p 3 6 convolutional convolutional ADJ vh53ws88x9p 3 7 neural neural ADJ vh53ws88x9p 3 8 network network NOUN vh53ws88x9p 3 9 architectures architecture NOUN vh53ws88x9p 3 10 for for ADP vh53ws88x9p 3 11 jointly jointly ADV vh53ws88x9p 3 12 segmenting segment VERB vh53ws88x9p 3 13 the the DET vh53ws88x9p 3 14 fluid fluid ADJ vh53ws88x9p 3 15 region region NOUN vh53ws88x9p 3 16 and and CCONJ vh53ws88x9p 3 17 predicting predict VERB vh53ws88x9p 3 18 the the DET vh53ws88x9p 3 19 relative relative ADJ vh53ws88x9p 3 20 pressure pressure NOUN vh53ws88x9p 3 21 within within ADP vh53ws88x9p 3 22 that that DET vh53ws88x9p 3 23 region region NOUN vh53ws88x9p 3 24 , , PUNCT vh53ws88x9p 3 25 combining combine VERB vh53ws88x9p 3 26 commonly commonly ADV vh53ws88x9p 3 27 adopted adopt VERB vh53ws88x9p 3 28 loss loss NOUN vh53ws88x9p 3 29 function function NOUN vh53ws88x9p 3 30 formulations formulation NOUN vh53ws88x9p 3 31 with with ADP vh53ws88x9p 3 32 physics physics NOUN vh53ws88x9p 3 33 - - PUNCT vh53ws88x9p 3 34 informed inform VERB vh53ws88x9p 3 35 regularization regularization NOUN vh53ws88x9p 3 36 . . PUNCT vh53ws88x9p 4 1 finally finally ADV vh53ws88x9p 4 2 , , PUNCT vh53ws88x9p 4 3 we we PRON vh53ws88x9p 4 4 extend extend VERB vh53ws88x9p 4 5 these these DET vh53ws88x9p 4 6 architectures architecture NOUN vh53ws88x9p 4 7 to to PART vh53ws88x9p 4 8 fuse fuse VERB vh53ws88x9p 4 9 multifidelity multifidelity NOUN vh53ws88x9p 4 10 data datum NOUN vh53ws88x9p 4 11 for for ADP vh53ws88x9p 4 12 various various ADJ vh53ws88x9p 4 13 regression regression NOUN vh53ws88x9p 4 14 tasks task NOUN vh53ws88x9p 4 15 and and CCONJ vh53ws88x9p 4 16 perform perform VERB vh53ws88x9p 4 17 uncertainty uncertainty NOUN vh53ws88x9p 4 18 quantification quantification NOUN vh53ws88x9p 4 19 through through ADP vh53ws88x9p 4 20 monte monte PROPN vh53ws88x9p 4 21 carlo carlo PROPN vh53ws88x9p 4 22 dropblocks dropblocks PROPN vh53ws88x9p 4 23 . . PUNCT vh53ws88x9p 5 1 for for ADP vh53ws88x9p 5 2 the the DET vh53ws88x9p 5 3 multifidelity multifidelity NOUN vh53ws88x9p 5 4 fusion fusion NOUN vh53ws88x9p 5 5 , , PUNCT vh53ws88x9p 5 6 we we PRON vh53ws88x9p 5 7 consider consider VERB vh53ws88x9p 5 8 data datum NOUN vh53ws88x9p 5 9 regimes regime NOUN vh53ws88x9p 5 10 with with ADP vh53ws88x9p 5 11 varying vary VERB vh53ws88x9p 5 12 input input NOUN vh53ws88x9p 5 13 and and CCONJ vh53ws88x9p 5 14 output output NOUN vh53ws88x9p 5 15 dimensionality dimensionality NOUN vh53ws88x9p 5 16 . . PUNCT