【5月10日 更新分】機械学習に関する論文まとめ

5月10日に公開された論文


ニューラルネットワーク


自然言語処理

Geometry and Dynamics for Markov Chain Monte Carlo
著者:Alessandro Barp, Francois-Xavier Briol, Anthony D. Kennedy, Mark Girolami
Geometry and Dynamics for Markov Chain Monte Carlo
著者:Alessandro Barp, Francois-Xavier Briol, Anthony D. Kennedy, Mark Girolami
Scene Text Eraser
著者:Toshiki Nakamura, Anna Zhu, Keiji Yanai, Seiichi Uchida
Scene Text Eraser
著者:Toshiki Nakamura, Anna Zhu, Keiji Yanai, Seiichi Uchida
High-Level Concepts for Affective Understanding of Images
著者:Afsheen Rafaqat Ali, Usman Shahid, Mohsen Ali, Jeffrey Ho

マーケティング

Credible Review Detection with Limited Information using Consistency Analysis
著者:Subhabrata Mukherjee, Sourav Dutta, Gerhard Weikum
A local ensemble transform Kalman particle filter for convective scale data assimilation
著者:Sylvain Robert, Daniel Leuenberger, Hans R. Künsch
Redistricting: Drawing the Line
著者:Sachet Bangia, Christy Vaughn Graves, Gregory Herschlag, Han Sung Kang, Justin Luo, Jonathan C. Mattingly, Robert Ravier
Regularized Spatial Maximum Covariance Analysis
著者:Wen-Ting Wang, Hsin-Cheng Huang
Block-Parallel IDA* for GPUs (Extended Manuscript)
著者:Satoru Horie, Alex Fukunaga
Multimodal Affect Analysis for Product Feedback Assessment
著者:Amol S Patwardhan, Gerald M Knapp
Metacontrol for Adaptive Imagination-Based Optimization
著者:Jessica B. Hamrick, Andrew J. Ballard, Razvan Pascanu, Oriol Vinyals, Nicolas Heess, Peter W. Battaglia
Credible Review Detection with Limited Information using Consistency Analysis
著者:Subhabrata Mukherjee, Sourav Dutta, Gerhard Weikum
Mnemonic Reader for Machine Comprehension
著者:Minghao Hu, Yuxing Peng, Xipeng Qiu
Combating Human Trafficking with Deep Multimodal Models
著者:Edmund Tong, Amir Zadeh, Cara Jones, Louis-Philippe Morency
Credible Review Detection with Limited Information using Consistency Analysis
著者:Subhabrata Mukherjee, Sourav Dutta, Gerhard Weikum
Pricing of Tiered cloud storage via two-stage, latency-aware bidding
著者:Yang Zhang, Arnob Ghosh, Vaneet Aggarwal, Tian Lan, Yu Xiang, Yih-Farn Robin Chen
Computing Constrained Approximate Equilibria in Polymatrix Games
著者:Argyrios Deligkas, John Fearnley, Rahul Savani
Video Processing for Barycenter Trajectory Identification in Diving
著者:Stefano Frassinelli, Alessandro Niccolai, Riccardo E. Zich
Multimodal Affect Analysis for Product Feedback Assessment
著者:Amol S Patwardhan, Gerald M Knapp
Towards Applying the OPRA Theory to Shape Similarity
著者:Christopher H. Dorr, Reinhard Moratz
Egocentric Effective Conductance Centrality and General Degree
著者:Heman Shakeri, Behnaz Moradijamei, Pietro Poggi-Corradini, Nathan Albin, Caterina Scoglio

画像解析

Generating Memorable Mnemonic Encodings of Numbers
著者:Vincent Fiorentini, Megan Shao, Julie Medero
A Dual-Source Approach for 3D Human Pose Estimation from a Single Image
著者:Umar Iqbal, Andreas Doering, Hashim Yasin, Björn Krüger, Andreas Weber, Juergen Gall
Deep Descriptor Transforming for Image Co-Localization
著者:Xiu-Shen Wei, Chen-Lin Zhang, Yao Li, Chen-Wei Xie, Jianxin Wu, Chunhua Shen, Zhi-Hua Zhou
What Can Help Pedestrian Detection?
著者:Jiayuan Mao, Tete Xiao, Yuning Jiang, Zhimin Cao
Automatic Recognition of Mammal Genera on Camera-Trap Images using Multi-Layer Robust Principal Component Analysis and Mixture Neural Networks
著者:Jhony-Heriberto Giraldo-Zuluaga, Augusto Salazar, Alexander Gomez, Angélica Diaz-Pulido
Large scale digital prostate pathology image analysis combining feature extraction and deep neural network
著者:Naiyun Zhou, Andrey Fedorov, Fiona Fennessy, Ron Kikinis, Yi Gao

音声解析

Finding Bottlenecks: Predicting Student Attrition with Unsupervised Classifier
著者:Seyed Sajjadi, Bruce Shapiro, Christopher McKinlay, Allen Sarkisyan, Carol Shubin, Efunwande Osoba
DropIn: Making Reservoir Computing Neural Networks Robust to Missing Inputs by Dropout
著者:Davide Bacciu, Francesco Crecchi, Davide Morelli
Finding Bottlenecks: Predicting Student Attrition with Unsupervised Classifier
著者:Seyed Sajjadi, Bruce Shapiro, Christopher McKinlay, Allen Sarkisyan, Carol Shubin, Efunwande Osoba
Finding Bottlenecks: Predicting Student Attrition with Unsupervised Classifier
著者:Seyed Sajjadi, Bruce Shapiro, Christopher McKinlay, Allen Sarkisyan, Carol Shubin, Efunwande Osoba
Handwritten Bangla Digit Recognition Using Deep Learning
著者:Md Zahangir Alom, Paheding Sidike, Tarek M. Taha, Vijayan K. Asari

強化学習

AirDraw: Leveraging Smart Watch Motion Sensors for Mobile Human Computer Interactions
著者:Seyed A Sajjadi, Danial Moazen, Ani Nahapetian
Redistricting: Drawing the Line
著者:Sachet Bangia, Christy Vaughn Graves, Gregory Herschlag, Han Sung Kang, Justin Luo, Jonathan C. Mattingly, Robert Ravier
AirDraw: Leveraging Smart Watch Motion Sensors for Mobile Human Computer Interactions
著者:Seyed A Sajjadi, Danial Moazen, Ani Nahapetian
Metacontrol for Adaptive Imagination-Based Optimization
著者:Jessica B. Hamrick, Andrew J. Ballard, Razvan Pascanu, Oriol Vinyals, Nicolas Heess, Peter W. Battaglia
Combating Human Trafficking with Deep Multimodal Models
著者:Edmund Tong, Amir Zadeh, Cara Jones, Louis-Philippe Morency
Computing an Approximately Optimal Agreeable Set of Items
著者:Pasin Manurangsi, Warut Suksompong
Pricing of Tiered cloud storage via two-stage, latency-aware bidding
著者:Yang Zhang, Arnob Ghosh, Vaneet Aggarwal, Tian Lan, Yu Xiang, Yih-Farn Robin Chen
Computing Constrained Approximate Equilibria in Polymatrix Games
著者:Argyrios Deligkas, John Fearnley, Rahul Savani
AirDraw: Leveraging Smart Watch Motion Sensors for Mobile Human Computer Interactions
著者:Seyed A Sajjadi, Danial Moazen, Ani Nahapetian
Rank Vertex Cover as a Natural Problem for Algebraic Compression
著者:Syed Mohammad Meesum, Fahad Panolan, Saket Saurabh, Meirav Zehavi

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