In this work, we first propose a polynomial tensor pooling (PTP) block for integrating multimodal features by considering high-order moments, followed by a ...

In this work, we first propose a polynomial tensor pooling (PTP) block for integrating multimodal features by considering high-order moments, followed by a ...

This work proposes a polynomial tensor pooling (PTP) block for integrating multimodal features by considering high-order moments, followed by a tensorized ...

Deep Multimodal Multilinear Fusion with High-order Polynomial Pooling - jiajiatang0000/HPFN.

In this work, we first propose a high-order polynomial multilinear pooling unit as a local fusion block. Building upon this, we establish a deep multimodal ...

In this work, we first propose a polynomial tensor pooling (PTP) block for integrating multimodal features by considering high-order moments, followed by a ...

Tree-Based Mix-Order Polynomial Fusion Network for Multimodal Sentiment Analysis. ... Deep Multimodal Multilinear Fusion with High-order Polynomial Pooling.

Jun 29, 2023 · Multimodal fusion integrates the complementary information present in multiple modalities and has gained much attention recently.

Jan 12, 2023 · We propose the mixed-order polynomial tensor pooling (MOPTP) block to adaptively activate the much more discriminative sentiment properties ...