【8月2日 更新分】機械学習に関する論文まとめ

8月2日に公開された論文


ニューラルネットワーク

Camera Relocalization by Computing Pairwise Relative Poses Using Convolutional Neural Network
著者:Zakaria Laskar, Iaroslav Melekhov, Surya Kalia, Juho Kannala

自然言語処理

Improved Representation Learning for Predicting Commonsense Ontologies
著者:Xiang Li, Luke Vilnis, Andrew McCallum
SenGen: Sentence Generating Neural Variational Topic Model
著者:Ramesh Nallapati, Igor Melnyk, Abhishek Kumar, Bowen Zhou
A Lightweight Front-end Tool for Interactive Entity Population
著者:Hidekazu Oiwa, Yoshihiko Suhara, Jiyu Komiya, Andrei Lopatenko
Improving Part-of-Speech Tagging for NLP Pipelines
著者:Vishaal Jatav, Ravi Teja, Srini Bharadwaj, Venkat Srinivasan
SPEECH-COCO: 600k Visually Grounded Spoken Captions Aligned to MSCOCO Data Set
著者:William Havard, Laurent Besacier, Olivier Rosec

画像解析

Controllable Generative Adversarial Network
著者:Minhyeok Lee, Junhee Seok
Learning to Hallucinate Face Images via Component Generation and Enhancement
著者:Yibing Song, Jiawei Zhang, Shengfeng He, Linchao Bao, Qingxiong Yang
Automatic 3D Cardiovascular MR Segmentation with Densely-Connected Volumetric ConvNets
著者:Lequan Yu, Jie-Zhi Cheng, Qi Dou, Xin Yang, Hao Chen, Jing Qin, Pheng-Ann Heng
Self-Supervised Learning for Spinal MRIs
著者:Amir Jamaludin, Timor Kadir, Andrew Zisserman
Generative Semantic Manipulation with Contrasting GAN
著者:Xiaodan Liang, Hao Zhang, Eric P. Xing
CNN Cascades for Segmenting Whole Slide Images of the Kidney
著者:Michael Gadermayr, Ann-Kathrin Dombrowski, Barbara Mara Klinkhammer, Peter Boor, Dorit Merhof
Towards the Success Rate of One: Real-time Unconstrained Salient Object Detection
著者:Mahyar Najibi, Fan Yang, Qiaosong Wang, Robinson Piramuthu
Camera Relocalization by Computing Pairwise Relative Poses Using Convolutional Neural Network
著者:Zakaria Laskar, Iaroslav Melekhov, Surya Kalia, Juho Kannala

音声解析

Improving Part-of-Speech Tagging for NLP Pipelines
著者:Vishaal Jatav, Ravi Teja, Srini Bharadwaj, Venkat Srinivasan

強化学習

Hierarchical Subtask Discovery With Non-Negative Matrix Factorization
著者:Adam C. Earle, Andrew M. Saxe, Benjamin Rosman

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