We propose an efficient and simple semantic segmentation model, termed as GLFromer. GLFomer has two contributions. Firstly, unlike the traditional hybrid Transformer-CNN structure, we propose the ...

A Comparative Study of AI-Powered Chatbot for Health Care. Journal of Computer and Communications, 13, 48-66. doi: 10.4236/jcc.2025.137003 . The need for this research arises from the increasing ...

MultiChoice Nigeria has announced a 50 per cent reduction in the price of its DStv decoder, cutting the cost from ₦20,000 to ₦10,000, in a strategic move to tackle a sharp drop in ...

Hi, I want to compare iTransformer's encoder only approach to Vanilla Transformer's encoder-decoder type. I used 2 encoder layer for iTransformer and 1 encoder, 1 decoder layer for Transformer with ...

Decoder-only transformer from scratch This project shows how a small decoder-only transformer can be built from scratch using PyTorch and PyTorch Lightning. It learns to answer a simple question: ...

Traffic sign recognition is crucial for enhancing the safety and efficiency of intelligent transportation systems (ITS). This paper proposes a hybrid structure named DK-former, a lightweight and ...

Binunya, F. and Zhou, H. (2025) Multilingual Text Recognition and Assistance for Low-Resource Languages Using Computer Vision. Open Access Library Journal, 12, 1-20. doi: 10.4236/oalib.1113574 .

We pretrain the transformer encoder–decoder model jointly with the hierarchical contrastive learning loss and the product-to-reactants generation loss, hence bridging the gap between ...

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