How can Transformer models be used for active learning to improve data efficiency?

Jul 2, 2020 ... Types · step-up transformer. secondary coil has more turns than the primary coil (Ns > Np) · step-down transformer. ​secondary coil has less turns ... Mar 21, 2025 ... A transformer is a device that transfers electric energy from one alternating-current circuit to one or more other circuits, either increasing ( ... Mar 14, 2024 ... A transformer's rating, or size, is its power level in ... Ventilated: A three-phase ventilated transformer is useful for many types ... Oct 5, 2021 ... A transformer is two (or more) coils around a common “core” material, usually laminated, made of iron composite. Mar 18, 2025 ... This study advances TD identification in issues tracker using transformer-based models, addressing the critical need for accurate and efficient ... Jul 15, 2019 ... Instrument transformer is used for its high accuracy and isolation to isolate and decrease any high voltage or current levels for ... Mar 28, 2025 ... A transformer model is a type of deep learning model that has ... its own feature vector(s) that numerically reflect qualities such as ... Dec 13, 2020 ... Each Encoder and Decoder has its own set of weights. The Encoder is a reusable module that is the defining component of all Transformer ... Berry transformer is also called toroidal transformer, which is a large type of electronic transformer and has been widely used in home appliances and other ... 4 days ago ... Types of Transformer · Step-Up Transformer: A step-up transformer increases the voltage from the primary winding to the secondary winding. · Step- ...