【7月11日 更新分】機械学習に関する論文まとめ

7月11日に公開された論文


ニューラルネットワーク

A Generalized Recurrent Neural Architecture for Text Classification with Multi-Task Learning
著者:Honglun Zhang, Liqiang Xiao, Yongkun Wang, Yaohui Jin
Enhanced Deep Residual Networks for Single Image Super-Resolution
著者:Bee Lim, Sanghyun Son, Heewon Kim, Seungjun Nah, Kyoung Mu Lee
Scale-Regularized Filter Learning
著者:Marco Loog, François Lauze

自然言語処理

A Brief Survey of Text Mining: Classification, Clustering and Extraction Techniques
著者:Mehdi Allahyari, Seyedamin Pouriyeh, Mehdi Assefi, Saied Safaei, Elizabeth D. Trippe, Juan B. Gutierrez, Krys Kochut
Understanding State Preferences With Text As Data: Introducing the UN General Debate Corpus
著者:Alexander Baturo, Niheer Dasandi, Slava J. Mikhaylov
Text Summarization Techniques: A Brief Survey
著者:Mehdi Allahyari, Seyedamin Pouriyeh, Mehdi Assefi, Saeid Safaei, Elizabeth D. Trippe, Juan B. Gutierrez, Krys Kochut

画像解析

Low Dose CT Image Reconstruction With Learned Sparsifying Transform
著者:Xuehang Zheng, Zening Lu, Saiprasad Ravishankar, Yong Long, Jeffrey A. Fessler
Scan-path Prediction on 360 Degree Images using Saliency Volumes
著者:Marc Assens, Kevin McGuinness, Xavier Giro-i-Nieto, “Noel E. OConnor”
Automatic Understanding of Image and Video Advertisements
著者:Zaeem Hussain, Mingda Zhang, Xiaozhong Zhang, Keren Ye, Christopher Thomas, Zuha Agha, Nathan Ong, Adriana Kovashka
Foot anthropometry device and single object image thresholding
著者:Amir Mohammad Esmaieeli Sikaroudi, Sasan Ghaffari, Ali Yousefi, Hassan Sadeghi Naeini
Automatic Construction of Real-World Datasets for 3D Object Localization using Two Cameras
著者:Joris Guérin, Olivier Gibaru, Eric Nyiri, Stéphane Thiery
Synthesis-based Robust Low Resolution Face Recognition
著者:Sumit Shekhar, Vishal M. Patel, Rama Chellappa

強化学習

Hindsight Experience Replay
著者:Marcin Andrychowicz, Filip Wolski, Alex Ray, Jonas Schneider, Rachel Fong, Peter Welinder, Bob McGrew, Josh Tobin, Pieter Abbeel, Wojciech Zaremba

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