Abstract: Dense prediction tasks have enjoyed a growing complexity of encoder architectures, decoders, however, have remained largely the same. They rely on individual blocks decoding intermediate ...

Abstract: Recent DEtection TRansformer-based (DETR) models have obtained remarkable performance. Its success cannot be achieved without the re-introduction of multi-scale feature fusion in the encoder ...

Earlier in my career, I consistently assigned what many of us think of as traditional math homework: a worksheet with 20 similar problems or a textbook page full of several repetitive problems. This ...

LLM2Vec is a simple recipe to convert decoder-only LLMs into text encoders. It consists of 3 simple steps: 1) enabling bidirectional attention, 2) training with masked next token prediction, and 3) ...

This library is part of @point-of-sale, a collection of libraries for interfacing browsers and Node with Point of Sale devices such as receipt printers, barcode scanners and customer facing displays.

GoFormative is an educational platform that allows teachers to create various types of assignments that students can interact with in real time and across different devices. Teachers can view students ...

A parent helps her son do his homework at home in Shanghai in March. [Photo by Wang Gang/for China Daily] Ye Ting was thrilled when she learnt that her daughter's school would limit the amount of ...