AAAI

Enriching Article Recommendation with Phrase Awareness

Chia-Wei Chen, Sheng-Chuan Chou, Lun-Wei Ku

Comments AAAI 2019 Workshop on Recommender Systems Meets NLP

GaitSet: Regarding Gait as a Set for Cross-View Gait Recognition

Hanqing Chao, Yiwei He, Junping Zhang, Jianfeng Feng

Comments AAAI 2019, code is available at https://github.com/AbnerHqC/GaitSet

Distributed Community Detection via Metastability of the 2-Choices Dynamics

Emilio Cruciani, Emanuele Natale, Giacomo Scornavacca

Comments Full version of paper appeared in AAAI-19

ConceptNet 5.5: An Open Multilingual Graph of General Knowledge

Robyn Speer, Joshua Chin, Catherine Havasi

Journal ref AAAI 31 (2017) 4444-4451

Building Ethically Bounded AI

Francesca Rossi, Nicholas Mattei

Comments Published at AAAI Blue Sky Track, winner of Blue Sky Award

A New Ensemble Learning Framework for 3D Biomedical Image Segmentation

Hao Zheng, Yizhe Zhang, Lin Yang, Peixian Liang, Zhuo Zhao, Chaoli Wang, Danny Z. Chen

Comments To appear in AAAI-2019. The first three authors contributed equally to the paper

Data Fine-tuning

Saheb Chhabra, Puspita Majumdar, Mayank Vatsa, Richa Singh

Comments Accepted in AAAI 2019

Resisting Adversarial Attacks using Gaussian Mixture Variational Autoencoders

Partha Ghosh, Arpan Losalka, Michael J Black

Comments Proc. AAAI 2019

Learning Non-Uniform Hypergraph for Multi-Object Tracking

Longyin Wen, Dawei Du, Shengkun Li, Xiao Bian, Siwei Lyu

Comments 11 pages, 4 figures, accepted by AAAI 2019

Spatial-Temporal Person Re-identification

Guangcong Wang, Jianhuang Lai, Peigen Huang, Xiaohua Xie

Comments AAAI 2019

Generalized Batch Normalization: Towards Accelerating Deep Neural Networks

Xiaoyong Yuan, Zheng Feng, Matthew Norton, Xiaolin Li

Comments accepted at AAAI-19

Efficient Concept Induction for Description Logics

Md Kamruzzaman Sarker, Pascal Hitzler

Comments Accepted at AAAI-19

Adversarial Attacks, Regression, and Numerical Stability Regularization

Andre T. Nguyen, Edward Raff

Comments Presented at the AAAI 2019 Workshop on Engineering Dependable and Secure Machine Learning Systems

Transferable Natural Language Interface to Structured Queries aided by Adversarial Generation

Hongyu Xiong, Ruixiao Sun

Comments 8 pages, 3 figures; accepted by AAAI Workshop 2019; accepted by International Conference of Semantic Computing (ICSC) 2019

Understanding the Importance of Single Directions via Representative Substitution

Li Chen, Hailun Ding, Qi Li, Zhuo Li, Jian Peng, Haifeng Li

Comments 4 pages, 6 figures

Journal ref AAAI-19 Workshop on Network Interpretability for Deep Learning, 2019

Skeleton-based Gesture Recognition Using Several Fully Connected Layers with Path Signature Features and Temporal Transformer Module

Chenyang Li, Xin Zhang, Lufan Liao, Lianwen Jin, Weixin Yang

Comments Accepted by AAAI 2019

Disjoint Label Space Transfer Learning with Common Factorised Space

Xiaobin Chang, Yongxin Yang, Tao Xiang, Timothy M. Hospedales

Comments AAAI-19

BiHMP-GAN: Bidirectional 3D Human Motion Prediction GAN

Jogendra Nath Kundu, Maharshi Gor, R. Venkatesh Babu

Comments Accepted at AAAI 2019

Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering

Yang Deng, Yuexiang Xie, Yaliang Li, Min Yang, Nan Du, Wei Fan, Kai Lei, Ying Shen

Comments Accepted by AAAI 2019

Efficient Counterfactual Learning from Bandit Feedback

Yusuke Narita, Shota Yasui, Kohei Yata

Comments accepted at AAAI 2019

Distributionally Adversarial Attack

Tianhang Zheng, Changyou Chen, Kui Ren

Comments accepted to AAAI-19

EA-CG: An Approximate Second-Order Method for Training Fully-Connected Neural Networks

Sheng-Wei Chen, Chun-Nan Chou, Edward Y. Chang

Comments Change to AAAI-19 Version

Robust Ordinal Embedding from Contaminated Relative Comparisons

Ke Ma, Qianqian Xu, Xiaochun Cao

Comments Accepted by AAAI 2019

Less but Better: Generalization Enhancement of Ordinal Embedding via Distributional Margin

Ke Ma, Qianqian Xu, Zhiyong Yang, Xiaochun Cao

Comments Accepted by AAAI 2019

RobustSTL: A Robust Seasonal-Trend Decomposition Algorithm for Long Time Series

Qingsong Wen, Jingkun Gao, Xiaomin Song, Liang Sun, Huan Xu, Shenghuo Zhu

Comments Accepted to the thirty-third AAAI Conference on Artificial Intelligence (AAAI 2019), 9 pages, 5 figures

Multi$^{\mathbf{3}}$Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery

Tim G. J. Rudner, Marc Rußwurm, Jakub Fil, Ramona Pelich, Benjamin Bischke, Veronika Kopackova, Piotr Bilinski

Comments To appear in Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19)

Kernel Cross-Correlator

Chen Wang, Le Zhang, Lihua Xie, Junsong Yuan

Comments The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18)

Journal ref The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-2018)

Practical Text Classification With Large Pre-Trained Language Models

Neel Kant, Raul Puri, Nikolai Yakovenko, Bryan Catanzaro

Comments 8 pages, submitted to AAAI 2019

Back to the Future for Dialogue Research: A Position Paper

Philip R Cohen

Comments AAAI Workshop 2019, Deep Dial

EnsNet: Ensconce Text in the Wild

Shuaitao Zhang, Yuliang Liu, Lianwen Jin, Yaoxiong Huang, Songxuan Lai

Comments 8 pages, 8 figures, 2 tables, accepted to appear in AAAI 2019