Open zimenglan-sysu-512 opened 6 years ago
i'd like to know too
@guyibang I did a simple implementation on resnet, if you are interested, you can refer to it. https://github.com/Ylexx/Hierarchical-Bilinear-Pooling_Resnet_pytorch
@ChaojianYu Hi ,thank you for your paper work ,is cool. but I have some question to ask for your help.
Fig. 2.Classification accuracy on the CUB dataset. Comparison of general FactorizedBilinear Pooling (FBP), Cross-layer Bilinear Pooling (CBP) and Hierarchical BilinearPooling (HBP) with various projection dimensions
4.4 Qualitative Visualization To better understand our model, we visualize the model response of differentlayers in our fine-tuned network on different datasets.
Fig. 3.Visualization of model response of different layers on the CUB, Cars and Air-craft datasets. It can be seen that our model tend to ignore features in the clutteredbackground and focus on the most discriminative parts of object
Hi @ChaojianYu
Bilinear pooling works well on VGG16, but do you ever train on resnet model? like resnet50.
Thanks.