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Multiview Learning

6 papers with code · Computer Vision

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Deep Multimodal Subspace Clustering Networks

17 Apr 2018mahdiabavisani/Deep-multimodal-subspace-clustering-networks

In addition to various spatial fusion-based methods, an affinity fusion-based network is also proposed in which the self-expressive layer corresponding to different modalities is enforced to be the same.

MULTI-MODAL SUBSPACE CLUSTERING MULTIVIEW LEARNING MULTI-VIEW SUBSPACE CLUSTERING

Localized Data Fusion for Kernel k-Means Clustering with Application to Cancer Biology

NeurIPS 2014 mehmetgonen/lmkkmeans

In many modern applications from, for example, bioinformatics and computer vision, samples have multiple feature representations coming from different data sources.

MULTIVIEW LEARNING

Robust Multiple Kernel k-means Clustering using Min-Max Optimization

6 Mar 2018SeojinBang/MKKC

To address this problem and inspired by recent works in adversarial learning, we propose a multiple kernel clustering method with the min-max framework that aims to be robust to such adversarial perturbation.

DISEASE PREDICTION MULTIVIEW LEARNING

Multiview Boosting by Controlling the Diversity and the Accuracy of View-specific Voters

17 Aug 2018goyalanil/PB-MVBoost

Different experiments on three publicly available datasets show the efficiency of the proposed approach with respect to state-of-art models.

DOCUMENT CLASSIFICATION MULTILINGUAL TEXT CLASSIFICATION MULTIVIEW LEARNING

Multi-Multi-View Learning: Multilingual and Multi-Representation Entity Typing

EMNLP 2018 yyaghoobzadeh/MVET

For representation, we consider representations based on the context distribution of the entity (i. e., on its embedding), on the entity's name (i. e., on its surface form) and on its description in Wikipedia.

ENTITY TYPING MULTIVIEW LEARNING MULTI-VIEW LEARNING