Abstract: We present the Generalized Spatial Propagation Network (GSPN), a new attention mechanism optimized for vision tasks that inherently captures 2D spatial structures. Existing attention models, ...

In the study of bacteria, a longstanding dogma has held that two molecular machines—RNA polymerase, which leads the way in transcribing DNA into RNA, and ribosomes, which bring up the rear translating ...

Abstract: Arithmetic coding (AC), a classical and practical approach to lossless data compression, has recently been applied to probabilistic amplitude shaping (PAS). One drawback of AC is its serial ...

Background Double sequential defibrillation (DSD) is a promising treatment for patients with out-of-hospital cardiac arrest ...