AAAI

Monte Carlo Tree Search for Generating Interactive Data Analysis Interfaces

Yiru Chen, Eugene Wu

Comments 4 pages, 6 figures, The AAAI-20 Workshop on Intelligent Process Automation (IPA-20)

Hierarchical Context Enhanced Multi-Domain Dialogue System for Multi-domain Task Completion

Jingyuan Yang, Guang Liu, Yuzhao Mao, Zhiwei Zhao, Weiguo Gao, Xuan Li, Haiqin Yang, Jianping Shen

Comments Presented at DSTC workshop, AAAI 2020

SPAN: A Stochastic Projected Approximate Newton Method

Xunpeng Huang, Xianfeng Liang, Zhengyang Liu, Yitan Li, Linyun Yu, Yue Yu, Lei Li

Comments Appeared in the AAAI 2020, 25 pages, 6 figures

DEEVA: A Deep Learning and IoT Based Computer Vision System to Address Safety and Security of Production Sites in Energy Industry

Nimish M. Awalgaonkar, Haining Zheng, Christopher S. Gurciullo

Comments AAAI-20 Workshop on Artificial Intelligence of Things (AIoT) workshop in conjunction with the 34th AAAI Conference on Artificial Intelligence

An End-to-End Visual-Audio Attention Network for Emotion Recognition in User-Generated Videos

Sicheng Zhao, Yunsheng Ma, Yang Gu, Jufeng Yang, Tengfei Xing, Pengfei Xu, Runbo Hu, Hua Chai, Kurt Keutzer

Comments Accepted by AAAI 2020

RiskOracle: A Minute-level Citywide Traffic Accident Forecasting Framework

Zhengyang Zhou, Yang Wang, Xike Xie, Lianliang Chen, Hengchang Liu

Comments 8 pages, 4 figures. Conference paper accepted by AAAI 2020

Deepfakes for Medical Video De-Identification: Privacy Protection and Diagnostic Information Preservation

Bingquan Zhu, Hao Fang, Yanan Sui, Luming Li

Comments Accepted for publication at the AAAI/ACM Conference on Artificial Intelligence, Ethics, and Society (AIES) 2020

Causal Transfer for Imitation Learning and Decision Making under Sensor-shift

Jalal Etesami, Philipp Geiger

Comments It appears in AAAI-2020

Long Short-Term Sample Distillation

Liang Jiang, Zujie Wen, Zhongping Liang, Yafang Wang, Gerard de Melo, Zhe Li, Liangzhuang Ma, Jiaxing Zhang, Xiaolong Li, Yuan Qi

Comments published as a conference paper at AAAI 2020

Global Context-Aware Progressive Aggregation Network for Salient Object Detection

Zuyao Chen, Qianqian Xu, Runmin Cong, Qingming Huang

Journal ref AAAI 2020

ZoomNet: Part-Aware Adaptive Zooming Neural Network for 3D Object Detection

Zhenbo Xu, Wei Zhang, Xiaoqing Ye, Xiao Tan, Wei Yang, Shilei Wen, Errui Ding, Ajin Meng, Liusheng Huang

Comments Accpeted by AAAI 2020 as Oral presentation; The github page will be updated in March,2020

A Study on Multimodal and Interactive Explanations for Visual Question Answering

Kamran Alipour, Jurgen P. Schulze, Yi Yao, Avi Ziskind, Giedrius Burachas

Comments http://ceur-ws.org/Vol-2560/paper44.pdf

Journal ref Proceedings of the Workshop on Artificial Intelligence Safety (SafeAI 2020) co-located with 34th AAAI Conference on Artificial Intelligence (AAAI 2020), New York, USA, Feb 7, 2020

Contextual-Bandit Based Personalized Recommendation with Time-Varying User Interests

Xiao Xu, Fang Dong, Yanghua Li, Shaojian He, Xin Li

Comments Accepted by AAAI 20

An Evaluation of Knowledge Graph Embeddings for Autonomous Driving Data: Experience and Practice

Ruwan Wickramarachchi, Cory Henson, Amit Sheth

Comments 11 pages, To appear in AAAI 2020 Spring Symposium on Combining Machine Learning and Knowledge Engineering in Practice (AAAI-MAKE 2020)

Why Attention? Analyzing and Remedying BiLSTM Deficiency in Modeling Cross-Context for NER

Peng-Hsuan Li, Tsu-Jui Fu, Wei-Yun Ma

Comments This short article is obsolete, as its content is contained in the full paper arXiv:1908.11046, which will also be published by AAAI 2020

Deep Residual-Dense Lattice Network for Speech Enhancement

Mohammad Nikzad, Aaron Nicolson, Yongsheng Gao, Jun Zhou, Kuldip K. Paliwal, Fanhua Shang

Comments 8 pages, Accepted by AAAI-2020

A Kernel to Exploit Informative Missingness in Multivariate Time Series from EHRs

Karl Øyvind Mikalsen, Cristina Soguero-Ruiz, Robert Jenssen

Comments 2020 International Workshop on Health Intelligence, AAAI-20. arXiv admin note: text overlap with arXiv:1907.05251

Unsupervised Domain Adaptation via Discriminative Manifold Embedding and Alignment

You-Wei Luo, Chuan-Xian Ren, Pengfei Ge, Ke-Kun Huang, Yu-Feng Yu

Comments Accepted to AAAI 2020. Code available: \<https://github.com/LavieLuo/DRMEA>

Found in Translation: Learning Robust Joint Representations by Cyclic Translations Between Modalities

Hai Pham, Paul Pu Liang, Thomas Manzini, Louis-Philippe Morency, Barnabas Poczos

Comments AAAI 2019, code available at https://github.com/hainow/MCTN

Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting

Qiquan Shi, Jiaming Yin, Jiajun Cai, Andrzej Cichocki, Tatsuya Yokota, Lei Chen, Mingxuan Yuan, Jia Zeng

Comments Accepted by AAAI 2020

Reinforcement Learning of Risk-Constrained Policies in Markov Decision Processes

Tomas Brazdil, Krishnendu Chatterjee, Petr Novotny, Jiri Vahala

Comments Published on AAAI 2020

Towards Zero-shot Learning for Automatic Phonemic Transcription

Xinjian Li, Siddharth Dalmia, David R. Mortensen, Juncheng Li, Alan W Black, Florian Metze

Comments AAAI 2020

Structured Output Learning with Conditional Generative Flows

You Lu, Bert Huang

Comments Accepted to AAAI 2020

Learning Light Field Angular Super-Resolution via a Geometry-Aware Network

Jing Jin, Junhui Hou, Hui Yuan, Sam Kwong

Comments This paper was accepted by AAAI 2020

Optimizing Vulnerability-Driven Honey Traffic Using Game Theory

Iffat Anjum, Mohammad Sujan Miah, Mu Zhu, Nazia Sharmin, Christopher Kiekintveld, William Enck, Munindar P Singh

Journal ref AAAI Workshop on Artificial Intelligence for Cyber Security (AICS), 2020

Guiding attention in Sequence-to-sequence models for Dialogue Act prediction

Pierre Colombo, Emile Chapuis, Matteo Manica, Emmanuel Vignon, Giovanna Varni, Chloe Clavel

Journal ref AAAI 2020

Tensor Graph Convolutional Networks for Text Classification

Xien Liu, Xinxin You, Xiao Zhang, Ji Wu, Ping Lv

Comments 8 pages, 4 figures

Journal ref AAAI 2020

What Makes A Good Story? Designing Composite Rewards for Visual Storytelling

Junjie Hu, Yu Cheng, Zhe Gan, Jingjing Liu, Jianfeng Gao, Graham Neubig

Comments Accepted paper in Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI) 2020

Model Watermarking for Image Processing Networks

Jie Zhang, Dongdong Chen, Jing Liao, Han Fang, Weiming Zhang, Wenbo Zhou, Hao Cui, Nenghai Yu

Comments AAAI 2020

Detecting Asks in SE attacks: Impact of Linguistic and Structural Knowledge

Bonnie J. Dorr, Archna Bhatia, Adam Dalton, Brodie Mather, Bryanna Hebenstreit, Sashank Santhanam, Zhuo Cheng, Samira Shaikh, Alan Zemel, Tomek Strzalkowski

Comments Accepted at AAAI 2020