Few-shot learning and one-shot learning may refer to:
Basketball is a team sport in which two teams, most commonly of five players each, opposing one another on a rectangular court, compete with the primary objective of shooting a basketball through the defender's hoop, while preventing the opposing team from shooting through their own hoop. A field goal is worth two points, unless made from behind the three-point line, when it is worth three. After a foul, timed play stops and the player fouled or designated to shoot a technical foul is given one, two or three one-point free throws. The team with the most points at the end of the game wins, but if regulation play expires with the score tied, an additional period of play (overtime) is mandated.
A home page is the main web page of a website. The term may also refer to the start page shown in a web browser when the application first opens. Usually, the home page is located at the root of the website's domain or subdomain. For example, if the domain is example.com, the home page is likely located at www.example.com/.
The Learning Tree is a 1969 American coming-of-age film written, produced, and directed by Gordon Parks. It depicts the life of Newt Winger, a teenager growing up in Cherokee Flats, Kansas, in the 1920s and chronicles his journey into manhood marked with tragic events. Based on Parks' 1963 semi-autobiographical novel of the same name, The Learning Tree was the first film directed by a black filmmaker for a major American film studio, Warner Bros.-Seven Arts.
Autodidacticism or self-education is education without the guidance of masters or institutions. Generally, autodidacts are individuals who choose the subject they will study, their studying material, and the studying rhythm and time. Autodidacts may or may not have formal education, and their study may be either a complement or an alternative to formal education. Many notable contributions have been made by autodidacts.
A mug shot or mugshot is a photographic portrait of a person from the shoulders up, typically taken after a person is arrested. The original purpose of the mug shot was to allow law enforcement to have a photographic record of an arrested individual to allow for identification by victims, the public and investigators. However, in the United States, entrepreneurs have recently begun to monetize these public records via the mug shot publishing industry.
The Simple English Wikipedia is a modified English-language edition of Wikipedia written primarily in Basic English and Learning English. It is one of seven Wikipedias written in an Anglic language or English-based pidgin or creole. The site has the stated aim of providing an encyclopedia for "people with different needs, such as students, children, adults with learning difficulties, and people who are trying to learn English."
Ristretto is a "short shot" of a more highly concentrated espresso coffee. It is made with the same amount of ground coffee, but extracted with a finer grind using half as much water. A normal short shot might look like a ristretto, but in reality, would only be a weaker, more diluted, shot. The opposite of a ristretto is a lungo ("long"), which has double the amount of water. The French call a ristretto a café serré.
Higher Learning is a 1995 American Satire drama film written and directed by John Singleton and starring an ensemble cast. The film follows the changing lives of three incoming freshmen at the fictional Columbus University: Malik Williams, a track star who struggles with academics; Kristen Connor, a shy and naive girl; and Remy, a lonely and confused man seemingly out of place in his new environment.
A classroom, schoolroom or lecture room is a learning space in which both children and adults learn. Classrooms are found in educational institutions of all kinds, ranging from preschools to universities, and may also be found in other places where education or training is provided, such as corporations and religious and humanitarian organizations. The classroom provides a space where learning can take place uninterrupted by outside distractions.
Video production is the process of producing video content for video. It is the equivalent of filmmaking, but with video recorded either as analog signals on videotape, digitally in video tape or as computer files stored on optical discs, hard drives, SSDs, magnetic tape or memory cards instead of film stock. There are three stages of video production: pre-production, production, and post-production. Pre-production involves all of the planning aspects of the video production process before filming begins. This includes scriptwriting, scheduling, logistics, and other administrative duties. Production is the phase of video production which captures the video content and involves filming the subject(s) of the video. Post-production is the action of selectively combining those video clips through video editing into a finished product that tells a story or communicates a message in either a live event setting, or after an event has occurred (post-production).
One shot may refer to:
Deer Valley High School in Antioch, California, is a public secondary school serving southeast Antioch in Contra Costa County, California. It opened in 1996.
Meta learning is a subfield of machine learning where automatic learning algorithms are applied to metadata about machine learning experiments. As of 2017, the term had not found a standard interpretation, however the main goal is to use such metadata to understand how automatic learning can become flexible in solving learning problems, hence to improve the performance of existing learning algorithms or to learn (induce) the learning algorithm itself, hence the alternative term learning to learn.
Variations of basketball are games or activities based on, or similar in origin to, the game of basketball, in which the player utilizes common basketball skills. Some are essentially identical to basketball, with only minor rules changes, while others are more distant and arguably not simple variations but distinct games. Other variations include children's games, contests or activities intended to help the player practice or reinforce skills, which may or may not have a competitive aspect. Most of the variations are played in informal settings, without the presence of referees or other officials and sometimes without strict adherence to official game rules.
Learning the Ropes is a Canadian-produced sitcom that aired on CTV in Canada and in syndication in the United States from September 1988 to March 1989. The series stars Lyle Alzado as Robert Randall, a teacher who works as a professional wrestler in the evening. Although his children knew about Randall's double life, the family was forced to keep it secret at school. The series featured guest appearances by many wrestlers of the National Wrestling Alliance (NWA). The sitcom was shot in Toronto.
Parting Shots is a 1999 British dark comedy film starring Chris Rea, Felicity Kendal, Oliver Reed, Bob Hoskins, Diana Rigg, Ben Kingsley, John Cleese and Joanna Lumley. It was the final film directed by Michael Winner.
Salman "Sal" Amin Khan is an American educator and the founder of Khan Academy, a free online non-profit educational platform with which he has produced over 6,500 video lessons teaching a wide spectrum of academic subjects, originally focusing on mathematics and science. He is also the founder of Khan Lab School, a private in-person school in Mountain View, California.
Google Brain was a deep learning artificial intelligence research team under the umbrella of Google AI, a research division at Google dedicated to artificial intelligence. Formed in 2011, Google Brain combined open-ended machine learning research with information systems and large-scale computing resources. The team has created tools such as TensorFlow, which allow for neural networks to be used by the public, with multiple internal AI research projects. The team aims to create research opportunities in machine learning and natural language processing. The team was merged into former Google sister company DeepMind to form Google DeepMind in April 2023.
Eight Ball Deluxe is a pinball machine designed by George Christian and released by Bally in 1981. The game features a cue sports theme and was so popular that it was produced again in 1984.
Generative Pre-trained Transformer 3 (GPT-3) is a large language model released by OpenAI in 2020. Like its predecessor, GPT-2, it is a decoder-only transformer model of deep neural network, which supersedes recurrence- and convolution-based architectures with a technique known as "attention". This attention mechanism allows the model to selectively focus on segments of input text it predicts to be most relevant. It uses a 2048-tokens-long context and a hitherto-unprecedented 175 billion parameters, requiring 800GB of storage space, and has demonstrated strong "zero-shot" and "few-shot" learning abilities on many tasks.