【7月6日 更新分】機械学習に関する論文まとめ

7月6日に公開された論文


ニューラルネットワーク

An Attention Mechanism for Answer Selection Using a Combined Global and Local View
著者:Yoram Bachrach, Andrej Zukov-Gregoric, Sam Coope, Ed Tovell, Bogdan Maksak, Conan McMurtie

自然言語処理

Multimedia Semantic Integrity Assessment Using Joint Embedding Of Images And Text
著者:Ayush Jaiswal, Ekraam Sabir, Wael Abd-Almajeed, Premkumar Natarajan
Cross-Lingual Sentiment Analysis Without (Good) Translation
著者:Mohamed Abdalla, Graeme Hirst

画像解析

Deep Learning Based Large-Scale Automatic Satellite Crosswalk Classification
著者:Rodrigo F. Berriel, Andre Teixeira Lopes, Alberto F. de Souza, Thiago Oliveira-Santos
Multimedia Semantic Integrity Assessment Using Joint Embedding Of Images And Text
著者:Ayush Jaiswal, Ekraam Sabir, Wael Abd-Almajeed, Premkumar Natarajan
Generative diffeomorphic atlas construction from brain and spinal cord MRI data
著者:Claudia Blaiotta, Patrick Freund, M. Jorge Cardoso, John Ashburner
Robust Multi-Image HDR Reconstruction for the Modulo Camera
著者:Florian Lang, Tobias Plötz, Stefan Roth
Laplacian-Steered Neural Style Transfer
著者:Shaohua Li, Xinxing Xu, Liqiang Nie, Tat-Seng Chua

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
The Complex Negotiation Dialogue Game
著者:Romain Laroche
Learning to Design Games: Strategic Environments in Deep Reinforcement Learning
著者:Haifeng Zhang, Jun Wang, Zhiming Zhou, Weinan Zhang, Ying Wen, Yong Yu, Wenxin Li
Sample-efficient Actor-Critic Reinforcement Learning with Supervised Data for Dialogue Management
著者:Pei-Hao Su, Pawel Budzianowski, Stefan Ultes, Milica Gasic, Steve Young

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