| 2017 | 1D-FALCON: Accelerating Deep Convolutional Neural Network Inference by Co-optimization of Models and Underlying Arithmetic Implementation. | Partha Maji, Robert Mullins |
| 2017 | Instance-Adaptive Attention Mechanism for Relation Classification. | Yao Lu, Chunyun Zhang, Weiran Xu |
| 2017 | ReForeSt: Random Forests in Apache Spark. | Alessandro Lulli, Luca Oneto, Davide Anguita |
| 2017 | Mental Workload Classification Based on Semi-Supervised Extreme Learning Machine. | Jianrong Li, Jianhua Zhang |
| 2017 | Attention Aware Semi-supervised Framework for Sentiment Analysis. | Jingshuang Liu, Wenge Rong, Chuan Tian, Min Gao, Zhang Xiong |
| 2017 | Neuromorphic Approach Sensitivity Cell Modeling and FPGA Implementation. | Hongjie Liu, Antonio Rios-Navarro, Diederik Paul Moeys, Tobi Delbruck, Alejandro Linares-Barranco |
| 2017 | A Novel Method for Ship Detection and Classification on Remote Sensing Images. | Ying Liu, Hongyuan Cui, Guoqing Li |
| 2017 | Event Related Potentials Reveal Fairness in Willingness-to-share. | Alessandra Lintas, Sarat Chandra Vysyaraju, Manon Jaquerod, Alessandro E. P. Villa |
| 2017 | A Prediction and Learning Based Approach to Network Selection in Dynamic Environments. | Xiaohong Li, Ru Cao, Jianye Hao, Zhiyong Feng |
| 2017 | Combining Character-Level Representation for Relation Classification. | Dongyun Liang, Weiran Xu, Yinge Zhao |
| 2017 | Two-Level Neural Network for Multi-label Document Classification. | Ladislav Lenc, Pavel Krl |
| 2017 | Radius-Margin Ratio Optimization for Dot-Product Boolean Kernel Learning. | Ivano Lauriola, Mirko Polato, Fabio Aiolli |
| 2017 | Shape from Shading by Model Inclusive Learning Method with Simultaneous Estimation of Parameters. | Yasuaki Kuroe, Hajimu Kawakami |
| 2017 | A Priori Reliability Prediction with Meta-Learning Based on Context Information. | Jennifer Kreger, Lydia Fischer, Stephan Hasler, Thomas H. Weisswange, Ute Bauer-Wersing |
| 2017 | Phase Transition Structure of Variational Bayesian Nonnegative Matrix Factorization. | Masahiro Kohjima, Sumio Watanabe |
| 2017 | Neural End-to-End Self-learning of Visuomotor Skills by Environment Interaction. | Matthias Kerzel, Stefan Wermter |
| 2017 | Core Sampling Framework for Pixel Classification. | Manohar Karki, Robert DiBiano, Saikat Basu, Supratik Mukhopadhyay |
| 2017 | Applying Artificial Neural Networks on Two-Layer Semantic Trajectories for Predicting the Next Semantic Location. | Antonios Karatzoglou, Harun Sentrk, Adrian Jablonski, Michael Beigl |
| 2017 | Learning a Compositional Hierarchy of Disparity Descriptors for 3D Orientation Estimation in an Active Fixation Setting. | Katerina Kalou, Agostino Gibaldi, Andrea Canessa, Silvio P. Sabatini |
| 2017 | Spiking Convolutional Deep Belief Networks. | Jacques Kaiser, David Zimmerer, Juan Camilo Vasquez Tieck, Stefan Ulbrich, Arne Roennau, Rdiger Dillmann |
| 2017 | Model Derived Spike Time Dependent Plasticity. | Melissa Johnson, Sylvain Chartier |
| 2017 | A Feature Selection Approach Based on Information Theory for Classification Tasks. | Jhoseph Jesus, Anne M. P. Canuto, Daniel Arajo |
| 2017 | A Comparison of Machine Learning Approaches for Classifying Multiple Sclerosis Courses Using MRSI and Brain Segmentations. | Adrian Ion-Margineanu, Gabriel Kocevar, Claudio Stamile, Diana Maria Sima, Franoise Durand-Dubief, Sabine Van Huffel, Dominique Sappey-Marinier |
| 2017 | Neurodynamical Model for the Coupling of Action Perception and Execution. | Mohammad Hovaidi-Ardestani, Vittorio Caggiano, Martin A. Giese |
| 2017 | Two Alternative Criteria for a Split-Merge MCMC on Dirichlet Process Mixture Models. | Tikara Hosino |