Special Report, Americas, Travel

[Aszetnow]

Eventually I stopped sharing stories with even my closest friends at work, because there was too high of a possibility that my boss would get hold of that info. Remember, your employees trust you, otherwise most wouldn't work for you, so honor that trust, and respect their privacy. Employees know to knock before entering the boss's lair. It would be awesome if you'd do the same when you enter ours. Regardless of whether the office is composed of private workstations, cubicles or an open desk layout, show appreciation for your employees' workspace. If knocking isn't an option, send a quick email or IM before you head their way to make sure your worker isn't in the middle of some urgent task, says etiquette expert Amanda Strickland. If you only have a quick question for a subordinate, don't yell it out from across the room. It feels pretty crummy to be hollered at like a dog on command.|This paper aims for the task of text-to-video retrieval, where given a query in the form of a natural-language sentence, it is asked to retrieve videos which are semantically relevant to the given query, from a great number of unlabeled videos. The success of this task depends on cross-modal representation learning that projects both videos. Sentences into common spaces for semantic similarity computation. In this work, we concentrate on video representation learning, an essential component for text-to-video retrieval. Inspired by the reading strategy of humans, we propose a Reading-strategy Inspired Visual Representation Learning (RIVRL) to represent videos, which consists of two branches: a previewing branch and an intensive-reading branch. The previewing branch is designed to briefly capture the overview information of videos, while the intensive-reading branch is designed to obtain more in-depth information. Moreover, the intensive-reading branch is aware of the video overview captured by the previewing branch. Such holistic information is found to be useful for the intensive-reading branch to extract more fine-grained features.




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[FrankJScott]

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