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Datasets

Greatest papers with code

Enhanced Network Embedding with Text Information

24th International Conference on Pattern Recognition (ICPR) 2018 benedekrozemberczki/karateclub

TENE learns the representations of nodes under the guidance of both proximity matrix which captures the network structure and text cluster membership matrix derived from clustering for text information.

MULTI-CLASS CLASSIFICATION NETWORK EMBEDDING NODE CLASSIFICATION

CSTR: A Classification Perspective on Scene Text Recognition

22 Feb 2021Media-Smart/vedastr

Based on the image classification perspective, a scene text recognition model is proposed, which is named as CSTR.

IMAGE CLASSIFICATION MULTI-CLASS CLASSIFICATION SCENE TEXT SCENE TEXT RECOGNITION

Multi-class Classification without Multi-class Labels

ICLR 2019 GT-RIPL/L2C

This work presents a new strategy for multi-class classification that requires no class-specific labels, but instead leverages pairwise similarity between examples, which is a weaker form of annotation.

MULTI-CLASS CLASSIFICATION

HDLTex: Hierarchical Deep Learning for Text Classification

24 Sep 2017kk7nc/HDLTex

This is because along with this growth in the number of documents has come an increase in the number of categories.

DOCUMENT CLASSIFICATION MULTI-CLASS CLASSIFICATION

Painless Stochastic Gradient: Interpolation, Line-Search, and Convergence Rates

NeurIPS 2019 IssamLaradji/sls

To improve the proposed methods' practical performance, we give heuristics to use larger step-sizes and acceleration.

MULTI-CLASS CLASSIFICATION

SOL: A Library for Scalable Online Learning Algorithms

28 Oct 2016LIBOL/SOL

SOL is an open-source library for scalable online learning algorithms, and is particularly suitable for learning with high-dimensional data.

MULTI-CLASS CLASSIFICATION