Out of Which Window

ERAD substrates: which way out?

Global folding of polypeptides entering the endoplasmic reticulum (ER) starts as soon as they emerge from the narrow Sec61 translocon. Attainment of the native structure can take from several minutes to hours, depending on the gene product. Until then, non-native folding intermediates must be protected from molecular chaperones that recognize misfolded determinants and could prematurely interru...

Throw the window out the door.

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VEZHNEVETS AND FERRARI: LOOKING OUT OF THE WINDOW 1 Object localization in ImageNet by looking out of the window

We propose a method for annotating the location of objects in ImageNet. Traditionally, this is cast as an image window classification problem, where each window is considered independently and scored based on its appearance alone. Instead, we propose a method which scores each candidate window in the context of all other windows in the image, taking into account their similarity in appearance s...

Thrombolysis for stroke: pushed out of the window?

Object localization in ImageNet by looking out of the window

Figure 1: Connecting the appearance and window position spaces. A window tight on the baseball (green star in the appearance space plot) and some larger windows containing it (red circles in the appearance space). Black points in appearance space represent all other candidate windows. The appearance space plots are actual datapoints, representing windows in 3-dimensional Associative Embedding o...