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sikid's Projects

2019-icml-comic icon 2019-icml-comic

COMIC: Multi-view Clustering Without Parameter Selection, International Conference on Machine Learning (ICML’19)

aaai2019_apmc icon aaai2019_apmc

Anchors Bring Ease: An Embarrassingly Simple Approach to Partial Multi-view Clustering

ae2-nets icon ae2-nets

code of AE^2-Nets (Autoencoder in Autoencoder Networks)

alae icon alae

[CVPR2020] Adversarial Latent Autoencoders

awesome-fer icon awesome-fer

A reading list of top Conferences & Journals, focused on facial expression recognition (FER), facial action unit recognition and affective computing.

bag_of_features icon bag_of_features

Image Classification Based on Bag of Features with SIFT and SURF Descriptors

bmvc icon bmvc

Binary Multi-View Clustering

calorie-estimation-of-fast-food icon calorie-estimation-of-fast-food

The Calorie Estimation Project can be mainly divided into two parts, identifying food from image, and estimating calorie from certain food image. For the identification of food image, we performed multi-class SVM algorithms, with different features explored and compared, including HOG (Histogram of Gradients), LBP (Linear Binary Pattern) and CNN. The result shows that the local feature LBP performs the best overall. The food calorie data from Internet is collected to conclude a table for easy conversion from food category to calorie.

cpm_nets icon cpm_nets

The project page of paper: CPM-Nets: Cross Partial Multi-View Networks [NeurIPS 2019 Spotlight paper]

csi icon csi

Source code of paper "Enhancing multi-view clustering through common subspace integration by considering both global similarities and local structures"

dcn icon dcn

This is outdated -- New version: https://github.com/boyangumn/DCN-New

dcn-tf icon dcn-tf

A TensorFlow implementation on Deep Clustering Network(DCN), ICML 2017

dcn_keras icon dcn_keras

Keras Implementation of "Towards K-means-friendly Spaces: Simultaneous Deep Learning and Clustering"

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