… For quality control, we only examined exon-tissue combinations (n = 56,784) for which the
… in ASD cases (n = 171), 27% have high expression in brain, whereas for controls (n = 249), …

We address the problem of learning object class models and object segmentations from
unannotated images. We introduce LOCUS (learning object classes with unsupervised …

… The sample x is initialized with Gaussian noise N(0, I), and as we perform gradient steps
with decreasing values of t, we observe facial features being added in a coarse-to-fine manner. …

We propose a technique for automatically learning layers of "flexible sprites" (probabilistic 2-dimensional
appearance maps and masks of moving, occluding objects). The model …

… In this paper we show that much simpler algorithms can match the same Ω(n) lower bound
in expectation. Furthermore, if an average of O(n log(n)) binary comparisons are measured, …

… If n counts the number of sampling steps, then as n ! 1 thenthconfiguration of the hidden RVs
is guaranteed to be an unbiased sample from the exact posterior PðhjvÞ. In fact, although a …

Our ability to predict protein expression from DNA sequence alone remains poor, reflecting
our limited understanding of cis-regulatory grammar and hampering the design of …

A typical camera trap survey may produce millions of images that require slow, expensive
manual review. Consequently, critical conservation questions may be answered too slowly to …

… We write the estimated labels as Y ∈ [0, 1]N×L in analogy with the matrix of true labels Y ∈
{0, 1}N×L and the matrix of classifier predictions F ∈ [0, 1]N×L. We carry through the derived …

BACKGROUND AND AIMS: It is not clear what induction dose of mesalamine is optimal for
treating patients with mildly and moderately active ulcerative colitis (UC). This study was …