By employing the same movement mechanics as its organic counterpart, the robotic fish is able to squeeze eight hours of operation out of its battery life. When levels begin to dip, the bot returns to a central recharging hub to rest up for the next big day of pollution hunting. Each robotic fish sniffs out trouble with an array of tiny chemical sensors capable of detecting dissolved contaminants, as well as those pooled on the surface of the water. As they make these discoveries, the robots continually send all the data back to the central hub with ultrasonic WiFi transmitters and receivers. The fish also can keep in touch with each other using these gadgets. All this adds up to an expanding, real-time view of an area's waterborne pollution, complete with chemical analysis and clues to where it may originate. Before deployment, scientists wanted to ensure that the robot fish don't produce noise that might disrupt the natural environment.|Medical coding specialists work in doctor's offices, hospitals and clinics, gathering and coding data to get reimbursement from healthcare claims. Medical coders are responsible for ensuring that claims meet all legal and insurance regulations. Both doctors and patients rely on coding specialists for getting insurance reimbursements. Prepare in high school You'll need a well-rounded education to be a certified medical coder. Earn an associate's degree Most entry-level medical coding positions require the coder to have at least an associate's degree in medical coding. Certification Certified Professional Coder (CPC) is the official title for a certified medical coder. The American Academy of Professional Coders (AAPC) oversees. Credentials certified professional coders. In order to receive certification, you must work as a medical coder for at least two years and pass a written exam administered by the American Academy of Professional Coders. Coders need to renew their membership each year by paying dues. By completing 36 hours of continuing education every two years. Earn a bachelor's degree A bachelor's or even master's degree could lead to serious advancement in the field of medical record keeping. In this task, the goal is to determine the start and end times of the video segment that best corresponds to a given natural language query. As this requires the model to extract useful information from the textual semantics in the query in order to identify the moment, this task is also usually regarded as video grounding. Early approaches that tackled temporal moment localization, including the work of Liu et al. Soon after, Chen et al. Recently, Zhang et al. Transformer-based model for this setting, being the most relevant to our work. The extensive computation of enumerating candidates in the above mentioned proposal-based methods led to the development of methods that can directly output the temporal coordinates of the segment, namely, proposal-free approaches. In this context, Ghosh et al. While Mun et al. More recently, Liu et al. Our contributions are orthogonal to these models, but also complementary because of their large memory consumption, as we will show in §4.5. Sampling. To the best of our knowledge, the earliest example of a sampling technique that is similar to ours is the work of Nakagawa et al. Japanese language in the late 80s. This idea was further extended by Chendra et al. Transformers. Finally, our work is also related to Transformer models proposed in the context of video-and-language understanding, and natural language processing. POSTSUPERSCRIPT, the starting and ending points of the annotations in time, respectively. Although in the data a given video may be annotated with more than one single moment, and one natural language description may be associated to multiple moments, in this work we assume each derived case as an independent, separate training example. POSTSUPERSCRIPT in the video. POSTSUPERSCRIPT. In the following subsections, we give details about each component and how they interact.|PLAY TV gives you 24/7 access to ideas, tips, and inspiration for using video to connect with your audiences. Incoming CEO talks about exciting opportunity ahead. Leading Audience Insights Company, Wicket Labs. Video gives everyone a voice. To all the people who shared their stories with us this year through video, here’s one we made for you. Always-on content that always engages. PLAY TV gives you 24/7 access to ideas, tips, and inspiration for using video to connect with your audiences. Incoming CEO talks about exciting opportunity ahead. Enterprise video is only as good as the platform it’s on. 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