Tomas Nordström

Inputmix: A Strategy to Regularize and Balance Multi-Modality and Multi-View Model Learning

Real-world perception tasks often involve multiple modalities or views of input. While joint training of multiple modality classification models has been explored previously, it has not consistently outperformed the best single modality model. This paper aims to address one of the reasons for this:…