【7月25日 更新分】機械学習に関する論文まとめ

7月25日に公開された論文


ニューラルネットワーク

Exploring the Effectiveness of Convolutional Neural Networks for Answer Selection in End-to-End Question Answering
著者:Royal Sequiera, Gaurav Baruah, Zhucheng Tu, Salman Mohammed, Jinfeng Rao, Haotian Zhang, Jimmy Lin
Deep Architectures for Neural Machine Translation
著者:Antonio Valerio Miceli Barone, Jindřich Helcl, Rico Sennrich, Barry Haddow, Alexandra Birch

自然言語処理

Modeling Label Ambiguity for Neural List-Wise Learning to Rank
著者:Rolf Jagerman, Julia Kiseleva, Maarten de Rijke
Relational Learning and Feature Extraction by Querying over Heterogeneous Information Networks
著者:Parisa Kordjamshidi, Sameer Singh, Daniel Khashabi, Christos Christodoulopoulos, Mark Summons, Saurabh Sinha, Dan Roth
Towards Semantic Query Segmentation
著者:Ajinkya Kale, Thrivikrama Taula, Sanjika Hewavitharana, Amit Srivastava
AMR Parsing using Stack-LSTMs
著者:Miguel Ballesteros, Yaser Al-Onaizan
Image Pivoting for Learning Multilingual Multimodal Representations
著者:Spandana Gella, Rico Sennrich, Frank Keller, Mirella Lapata
Character-level Intra Attention Network for Natural Language Inference
著者:Han Yang, Marta R. Costa-jussà, José A. R. Fonollosa

画像解析

Linear Discriminant Generative Adversarial Networks
著者:Zhun Sun, Mete Ozay, Takayuki Okatani
ssEMnet: Serial-section Electron Microscopy Image Registration using a Spatial Transformer Network with Learned Features
著者:Inwan Yoo, David G. C. Hildebrand, Willie F. Tobin, Wei-Chung Allen Lee, Won-Ki Jeong
Towards Accurate Markerless Human Shape and Pose Estimation over Time
著者:Yinghao Huang, Federica Bogo, Christoph Classner, Angjoo Kanazawa, Peter V. Gehler, Ijaz Akhter, Michael J. Black
Delineation of line patterns in images using B-COSFIRE filters
著者:Nicola Strisciuglio, Nicolai Petkov

無料メールマガジン登録

週1回、注目のAIニュースやイベント情報を
編集部がピックアップしてお届けしています。

こちらの規約にご同意のうえチェックしてください。

規約に同意する