Transformers have revolutionized deep learning, but have you ever wondered how the decoder in a transformer actually works?

Abstract: Point clouds have become a popular training data for many practical applications of machine learning in the fields of environmental modeling and precision agriculture. In order to reduce ...

This is the offical Pytorch implementation of PersPose, which estimates the 3D positions of joints from individual images. Below is the overall framework. We design Perspective Encoding (PE) to encode ...

Abstract: We establish that a large, flexible class of long, high redundancy error correcting codes can be efficiently and accurately decoded with guessing random ...

To download the pre-generated dataset used in our paper, please run the following command: We then benchmark the decoding quality and perplexity of those decoding methods. Please check the Benchmark ...