Attention mechanism
The attention mechanism is a method that allows models to focus on specific parts of input data, enhancing the performance of tasks such as translation and image recognition.
attention mechanism
Longformer
Longformer is a transformer-based deep learning architecture designed to efficiently process long sequences of text by employing a novel attention mechanism. It addresses the computational challenges of traditional transformers when handling long documents, making it suitable for natural language processing tasks involving extended context.
PARE (part-aware regression for human mesh)
PARE (part-aware regression for human mesh) is a computer vision method designed to improve the accuracy of 3D human mesh reconstruction from monocular images by explicitly modeling human body parts. It integrates part-level attention mechanisms to better capture occlusions and complex poses.