AAAI

Computer-Generated Music for Tabletop Role-Playing Games

Lucas N. Ferreira, Levi H. S. Lelis, Jim Whitehead

Comments To be published in the 16th AAAI Conference ON Artificial Intelligence and Interactive Digital Entertainment

A Dynamic Deep Neural Network For Multimodal Clinical Data Analysis

Maria Hügle, Gabriel Kalweit, Thomas Huegle, Joschka Boedecker

Comments Accepted at the AAAI 2020 International Workshop on Health Intelligence

Discovering and Categorising Language Biases in Reddit

Xavier Ferrer, Tom van Nuenen, Jose M. Such, Natalia Criado

Comments Author's copy of the paper accepted at the International AAAI Conference on Web and Social Media (ICWSM 2021)

Journal ref International AAAI Conference on Web and Social Media (ICWSM 2021)

Learning to Reason in Round-based Games: Multi-task Sequence Generation for Purchasing Decision Making in First-person Shooters

Yilei Zeng, Deren Lei, Beichen Li, Gangrong Jiang, Emilio Ferrara, Michael Zyda

Comments 16th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE-20)

Network Inference from a Mixture of Diffusion Models for Fake News Mitigation

Karishma Sharma, Xinran He, Sungyong Seo, Yan Liu

Journal ref Fifteenth international AAAI conference on web and social media (ICWSM 2021)

On the Units of GANs (Extended Abstract)

David Bau, Jun-Yan Zhu, Hendrik Strobelt, Bolei Zhou, Joshua B. Tenenbaum, William T. Freeman, Antonio Torralba

Comments In AAAI-19 workshop on Network Interpretability for Deep Learning arXiv admin note: substantial text overlap with arXiv:1811.10597

MuseGAN: Multi-track Sequential Generative Adversarial Networks for Symbolic Music Generation and Accompaniment

Hao-Wen Dong, Wen-Yi Hsiao, Li-Chia Yang, Yi-Hsuan Yang

Comments to appear at AAAI 2018

TOAD-GAN: Coherent Style Level Generation from a Single Example

Maren Awiszus, Frederik Schubert, Bodo Rosenhahn

Comments 7 pages, 7 figures. AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE) 2020

On the Distortion Value of the Elections with Abstention

Mohammad Ghodsi, Mohamad Latifian, Masoud Seddighin

Comments Revised version of the paper appeared in AAAI-19

Anomaly Detection using Autoencoders in High Performance Computing Systems

Andrea Borghesi, Andrea Bartolini, Michele Lombardi, Michela Milano, Luca Benini

Comments 9 pages, 3 figures

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence, Vol. 33, pages 9428-9433, 2019

A Commentary on the Unsupervised Learning of Disentangled Representations

Francesco Locatello, Stefan Bauer, Mario Lucic, Gunnar Rätsch, Sylvain Gelly, Bernhard Schölkopf, Olivier Bachem

Journal ref The Thirty-Fourth AAAI Conference on Artificial Intelligence 2020 (AAAI-20)

Towards Socially Responsible AI: Cognitive Bias-Aware Multi-Objective Learning

Procheta Sen, Debasis Ganguly

Journal ref AAAI 2020

Neural-Symbolic Reasoning over Knowledge Graph for Multi-stage Explainable Recommendation

Yikun Xian, Zuohui Fu, Qiaoying Huang, S. Muthukrishnan, Yongfeng Zhang

Comments Accepted at AAAI 2020 Workshop on Deep Learning on Graphs: Methodologies and Applications (DLGMA 20)

Unsupervised Domain Adaptation on Reading Comprehension

Yu Cao, Meng Fang, Baosheng Yu, Joey Tianyi Zhou

Comments 8 pages, 6 figures, 5 tables, Accepted by AAAI 2020

Object Reachability via Swaps under Strict and Weak Preferences

Sen Huang, Mingyu Xiao

Comments This version is to appear in Autonomous Agents and Multi-Agent Systems

Journal ref A previous version presented at AAAI 2019 with the title 'Object Reachability via Swaps along a Line'

Asymptotically Unambitious Artificial General Intelligence

Michael K Cohen, Badri Vellambi, Marcus Hutter

Comments 9 pages with 5 figures; 10 page Appendix with 2 figures

Journal ref Proc.AAAI. 34 (2020) 2467-2476

AWR: Adaptive Weighting Regression for 3D Hand Pose Estimation

Weiting Huang, Pengfei Ren, Jingyu Wang, Qi Qi, Haifeng Sun

Comments Accepted by AAAI-2020

Journal ref published 2020

Multimodal Dialogue State Tracking By QA Approach with Data Augmentation

Xiangyang Mou, Brandyn Sigouin, Ian Steenstra, Hui Su

Comments AAAI DSTC8 Workshop

Enhanced Meta-Learning for Cross-lingual Named Entity Recognition with Minimal Resources

Qianhui Wu, Zijia Lin, Guoxin Wang, Hui Chen, Börje F. Karlsson, Biqing Huang, Chin-Yew Lin

Comments This paper is accepted by AAAI2020. Code is available at https://github.com/microsoft/vert-papers/tree/master/papers/Meta-Cross

Journal ref In AAAI, pages 9274-9281, 2020

Interactive Task and Concept Learning from Natural Language Instructions and GUI Demonstrations

Toby Jia-Jun Li, Marissa Radensky, Justin Jia, Kirielle Singarajah, Tom M. Mitchell, Brad A. Myers

Comments The AAAI-20 Workshop on Intelligent Process Automation (IPA-20)

Bridging Maximum Likelihood and Adversarial Learning via $α$-Divergence

Miaoyun Zhao, Yulai Cong, Shuyang Dai, Lawrence Carin

Comments AAAI 2020

Long-Term Planning with Deep Reinforcement Learning on Autonomous Drones

Ugurkan Ates

Comments Submitted to Association for the Advancement of Artificial Intelligence(AAAI) 2020 Fall Symposium Series

Proximal Distilled Evolutionary Reinforcement Learning

Cristian Bodnar, Ben Day, Pietro Lió

Comments Camera-ready version for AAAI-20. Contains 10 pages, 11 figures

Journal ref Vol 34 No 04: AAAI 2020 Technical Track on Machine Learning 3283-3290

AutoEncoder by Forest

Ji Feng, Zhi-Hua Zhou

Journal ref AAAI 2018

Why Attention? Analyze BiLSTM Deficiency and Its Remedies in the Case of NER

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

Comments In proceedings of AAAI 2020

Brain-mediated Transfer Learning of Convolutional Neural Networks

Satoshi Nishida, Yusuke Nakano, Antoine Blanc, Naoya Maeda, Masataka Kado, Shinji Nishimoto

Journal ref Proc. Thirty-Fourth AAAI Conf. Artif. Intell. (2020) 5281-5288

Random Dictators with a Random Referee: Constant Sample Complexity Mechanisms for Social Choice

Brandon Fain, Ashish Goel, Kamesh Munagala, Nina Prabhu

Comments Conference version Published in AAAI 2019 (https://aaai.org/Conferences/AAAI-19/)

Adversarially Robust Distillation

Micah Goldblum, Liam Fowl, Soheil Feizi, Tom Goldstein

Comments Accepted to AAAI Conference on Artificial Intelligence, 2020

Graph Neural Networks for Leveraging Industrial Equipment Structure: An application to Remaining Useful Life Estimation

Jyoti Narwariya, Pankaj Malhotra, Vishnu TV, Lovekesh Vig, Gautam Shroff

Comments Accepted at AAAI workshop DLGMA'20

Accelerating Training using Tensor Decomposition

Mostafa Elhoushi, Ye Henry Tian, Zihao Chen, Farhan Shafiq, Joey Yiwei Li

Journal ref AAAI 2020 Artificial Intelligence of Things Workshop