Compact Bilinear Pooling

This repository contains the tensorflow implementation of Compact Bilinear Pooling.

Details in compact_bilinear_pooling_layer in compact_bilinear_pooling.py.

def compact_bilinear_pooling_layer(bottom1, bottom2, output_dim, sum_pool=True,
    rand_h_1=None, rand_s_1=None, rand_h_2=None, rand_s_2=None,
    seed_h_1=1, seed_s_1=3, seed_h_2=5, seed_s_2=7, sequential=True,
    compute_size=128)

Reference:

Yang Gao, et al. "Compact Bilinear Pooling." in Proceedings of IEEE
Conference on Computer Vision and Pattern Recognition (2016).
Akira Fukui, et al. "Multimodal Compact Bilinear Pooling for Visual Question
Answering and Visual Grounding." arXiv preprint arXiv:1606.01847 (2016).

gailysun/tensorflow_compact_bilinear_pooling

Compact Bilinear Pooling