【7月19日 更新分】機械学習に関する論文まとめ

7月19日に公開された論文


ニューラルネットワーク

Recognizing and Curating Photo Albums via Event-Specific Image Importance
著者:Yufei Wang, Zhe Lin, Xiaohui Shen, Radomir Mech, Gavin Miller, Garrison W. Cottrell

自然言語処理

Discovering topics in text datasets by visualizing relevant words
著者:Franziska Horn, Leila Arras, Grégoire Montavon, Klaus-Robert Müller, Wojciech Samek
Spherical Paragraph Model
著者:Ruqing Zhang, Jiafeng Guo, Yanyan Lan, Jun Xu, Xueqi Cheng

画像解析

Optimizing the Latent Space of Generative Networks
著者:Piotr Bojanowski, Armand Joulin, David Lopez-Paz, Arthur Szlam
One-Shot Learning in Discriminative Neural Networks
著者:Jordan Burgess, James Robert Lloyd, Zoubin Ghahramani
When Unsupervised Domain Adaptation Meets Tensor Representations
著者:Hao Lu, Lei Zhang, Zhiguo Cao, Wei Wei, Ke Xian, Chunhua Shen, Anton van den Hengel
Image Projective Invariants
著者:Erbo Li, Hanlin Mo, Dong Xu, Hua Li
Face Alignment Robust to Pose, Expressions and Occlusions
著者:Vishnu Naresh Boddeti, Myung-Cheol Roh, Jongju Shin, Takaharu Oguri, Takeo Kanade
Discovering Class-Specific Pixels for Weakly-Supervised Semantic Segmentation
著者:Arslan Chaudhry, Puneet K. Dokania, Philip H. S. Torr
Transitioning between Convolutional and Fully Connected Layers in Neural Networks
著者:Shazia Akbar, Mohammad Peikari, Sherine Salama, Sharon Nofech-Mozes, Anne Martel
Exploiting Convolutional Representations for Multiscale Human Settlement Detection
著者:Dalton Lunga, Dilip Patlolla, Lexie Yang, Jeanette Weaver, Budhendra Bhadhuri
Faster Than Real-time Facial Alignment: A 3D Spatial Transformer Network Approach in Unconstrained Poses
著者:Chandraskehar Bhagavatula, Chenchen Zhu, Khoa Luu, Marios Savvides
Spectral Filter Tracking
著者:Zhen Cui, You yi Cai, Wen ming Zheng, Jian Yang

強化学習

On-line Building Energy Optimization using Deep Reinforcement Learning
著者:Elena Mocanu, Decebal Constantin Mocanu, Phuong H. Nguyen, Antonio Liotta, Michael E. Webber, Madeleine Gibescu, J. G. Slootweg

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