We proposed a new approach named Information Competing Process (ICP) for learning diversified representations. To enrich the information carried by ...

Jun 4, 2019 · Towards learning diversified representations, a new approach, termed Information Competing Process (ICP), is proposed in this paper. Aiming to ...

Towards learning diversified representations, a new approach, termed Information Competing Process (ICP), is proposed in this paper. Aiming to enrich the ...

Overall, the paper puts together some mutual information terms to learn diversified representations, facilitated by variational approximation. The experimental ...

They study this by splitting the latent representation into two parts which are learned in competition using a mutual information constraint between them and ...

Jun 4, 2019 · This work proposes a new search algorithm termed RMI-NAS, facilitating with a theorem to guarantee the global optimal of the searched ...

Dec 8, 2019 · Towards learning diversified representations, a new approach, termed Information Competing Process (ICP), is proposed in this paper. Aiming to ...

This work aims to address the long-established problem of learning diversified representations. To this end, we combine information-theoretic arguments with ...

Jan 10, 2022 · Abstract:This work aims to address the long-established problem of learning diversified representations.

May 14, 2021 · Bibliographic details on Information Competing Process for Learning Diversified Representations.