【8月9日 更新分】機械学習に関する論文まとめ

8月9日に公開された論文


ニューラルネットワーク

Neural Network Dynamics for Model-Based Deep Reinforcement Learning with Model-Free Fine-Tuning
著者:Anusha Nagabandi, Gregory Kahn, Ronald S. Fearing, Sergey Levine
Measuring Catastrophic Forgetting in Neural Networks
著者:Ronald Kemker, Angelina Abitino, Marc McClure, Christopher Kanan
Mining fine-grained opinions on closed captions of YouTube videos with an attention-RNN
著者:Edison Marrese-Taylor, Jorge A. Balazs, Yutaka Matsuo

自然言語処理

Recent Trends in Deep Learning Based Natural Language Processing
著者:Tom Young, Devamanyu Hazarika, Soujanya Poria, Erik Cambria
Neural Vector Spaces for Unsupervised Information Retrieval
著者:Christophe Van Gysel, Maarten de Rijke, Evangelos Kanoulas

画像解析

Weakly- and Self-Supervised Learning for Content-Aware Deep Image Retargeting
著者:Donghyeon Cho, Jinsun Park, Tae-Hyun Oh, Yu-Wing Tai, In So Kweon
Deep Face Feature for Face Alignment and Reconstruction
著者:Boyi Jiang, Juyong Zhang, Bailin Deng, Yudong Guo, Ligang Liu
Statistics of Deep Generated Images
著者:Yu Zeng, Huchuan Lu, Ali Borji
Generative Adversarial Network-based Synthesis of Visible Faces from Polarimetric Thermal Faces
著者:He Zhang, Vishal M. Patel, Benjamin S. Riggan, Shuowen Hu
Cascade Adversarial Machine Learning Regularized with a Unified Embedding
著者:Taesik Na, Jong Hwan Ko, Saibal Mukhopadhyay
Semantic Instance Segmentation with a Discriminative Loss Function
著者:Bert De Brabandere, Davy Neven, Luc Van Gool
Weakly Supervised Image Annotation and Segmentation with Objects and Attributes
著者:Zhiyuan Shi, Yongxin Yang, Timothy M. Hospedales, Tao Xiang
FoveaNet: Perspective-aware Urban Scene Parsing
著者:Xin Li, Zequn Jie, Wei Wang, Changsong Liu, Jimei Yang, Xiaohui Shen, Zhe Lin, Qiang Chen, Shuicheng Yan, Jiashi Feng
Wasserstein CNN: Learning Invariant Features for NIR-VIS Face Recognition
著者:Ran He, Xiang Wu, Zhenan Sun, Tieniu Tan

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