AAAI

Knowledge-Grounded Response Generation with Deep Attentional Latent-Variable Model

Hao-Tong Ye, Kai-Ling Lo, Shang-Yu Su, Yun-Nung Chen

Comments Published in DSTC7 workshop at AAAI 2019

Sharing emotions at scale: The Vent dataset

Nikolaos Lykousas, Costantinos Patsakis, Andreas Kaltenbrunner, Vicenç Gómez

Comments 9 pages, 12 figures, 2 tables. Accepted at the 13th International AAAI Conference on Web and Social Media (ICWSM 2019)

End-to-End Knowledge-Routed Relational Dialogue System for Automatic Diagnosis

Lin Xu, Qixian Zhou, Ke Gong, Xiaodan Liang, Jianheng Tang, Liang Lin

Comments 8 pages, 5 figues, AAAI

Show, Attend and Read: A Simple and Strong Baseline for Irregular Text Recognition

Hui Li, Peng Wang, Chunhua Shen, Guyu Zhang

Comments Accepted to Proc. AAAI Conference on Artificial Intelligence 2019

Reinforcement Learning and Inverse Reinforcement Learning with System 1 and System 2

Alexander Peysakhovich

Comments Published in AAAI-AIES 2019

A Sequential Set Generation Method for Predicting Set-Valued Outputs

Tian Gao, Jie Chen, Vijil Chenthamarakshan, Michael Witbrock

Comments Published at AAAI 2019

Learning Existing Social Conventions via Observationally Augmented Self-Play

Adam Lerer, Alexander Peysakhovich

Comments Published in AAAI-AIES2019 - Best Paper

On-line Adaptative Curriculum Learning for GANs

Thang Doan, Joao Monteiro, Isabela Albuquerque, Bogdan Mazoure, Audrey Durand, Joelle Pineau, R Devon Hjelm

Comments Accepted to the Thirty-Third AAAI Conference On Artificial Intelligence, 2019 (Added 128x128 CelebA samples to the end of the appendix)

Journal ref Proceedings of 33rd AAAI Conference on Artificial Intelligence (AAAI 2019)

Similarity Learning via Kernel Preserving Embedding

Zhao Kang, Yiwei Lu, Yuanzhang Su, Changsheng Li, Zenglin Xu

Comments Published in AAAI 2019

Hybrid Reinforcement Learning with Expert State Sequences

Xiaoxiao Guo, Shiyu Chang, Mo Yu, Gerald Tesauro, Murray Campbell

Comments AAAI 2019; https://github.com/XiaoxiaoGuo/tensor4rl

Blameworthiness in Multi-Agent Settings

Meir Friedenberg, Joseph Y. Halpern

Comments Appears in AAAI-19

Multi-Winner Contests for Strategic Diffusion in Social Networks

Wen Shen, Yang Feng, Cristina V. Lopes

Comments 9 pages, 6 figures, In Proceedings of The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19)

DeepLogic: Towards End-to-End Differentiable Logical Reasoning

Nuri Cingillioglu, Alessandra Russo

Comments Camera-ready AAAI-MAKE19

MetaStyle: Three-Way Trade-Off Among Speed, Flexibility, and Quality in Neural Style Transfer

Chi Zhang, Yixin Zhu, Song-Chun Zhu

Comments AAAI 2019 spotlight. Supplementary: http://wellyzhang.github.io/attach/aaai19zhang_supp.pdf GitHub: https://github.com/WellyZhang/MetaStyle Project: http://wellyzhang.github.io/project/metastyle.html

GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination

Junyuan Shang, Cao Xiao, Tengfei Ma, Hongyan Li, Jimeng Sun

Comments AAAI 2019; change the template and fix some typos

G2C: A Generator-to-Classifier Framework Integrating Multi-Stained Visual Cues for Pathological Glomerulus Classification

Bingzhe Wu, Xiaolu Zhang, Shiwan Zhao, Lingxi Xie, Caihong Zeng, Zhihong Liu, Guangyu Sun

Comments Accepted by AAAI 2019

AAAI-2019 Workshop on Games and Simulations for Artificial Intelligence

Marwan Mattar, Roozbeh Mottaghi, Julian Togelius, Danny Lange

Comments AAAI-2019 Workshop on Games and Simulations for Artificial Intelligence

Binary Classifier Inspired by Quantum Theory

Prayag Tiwari, Massimo Melucci

Comments AAAI 2019

SEGAN: Structure-Enhanced Generative Adversarial Network for Compressed Sensing MRI Reconstruction

Zhongnian Li, Tao Zhang, Peng Wan, Daoqiang Zhang

Comments 9 pages,5 figures, Proceedings of the Association for the Advancement of Artificial Intelligence (AAAI-19)

Impossibility and Uncertainty Theorems in AI Value Alignment (or why your AGI should not have a utility function)

Peter Eckersley

Comments Published in SafeAI 2019: Proceedings of the AAAI Workshop on Artificial Intelligence Safety 2019

Unsupervised Cross-spectral Stereo Matching by Learning to Synthesize

Mingyang Liang, Xiaoyang Guo, Hongsheng Li, Xiaogang Wang, You Song

Comments accepted by AAAI-19

One-Pass Incomplete Multi-view Clustering

Menglei Hu, Songcan Chen

Comments 9 pages, published in the AAAI 2019

Clipped Matrix Completion: A Remedy for Ceiling Effects

Takeshi Teshima, Miao Xu, Issei Sato, Masashi Sugiyama

Comments 36 pages, 3 figures, The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19)

Utilizing Class Information for Deep Network Representation Shaping

Daeyoung Choi, Wonjong Rhee

Comments Published in AAAI 2019

CircConv: A Structured Convolution with Low Complexity

Siyu Liao, Zhe Li, Liang Zhao, Qinru Qiu, Yanzhi Wang, Bo Yuan

Journal ref Published in AAAI 2019

AFS: An Attention-based mechanism for Supervised Feature Selection

Ning Gui, Danni Ge, Ziyin Hu

Comments 9 pages, 5 figures, published in the AAAI 2019

Learning Logistic Circuits

Yitao Liang, Guy Van den Broeck

Comments Published in the Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence (AAAI19)

Journal ref @proceedings{liang2019logistic, title = {Proceedings of the Thirty-Third {AAAI} Conference on Artificial Intelligence (AAAI-19)}, publisher = {{AAAI} Press}, year = {2019} }

Introspection Learning

Chris R. Serrano, Michael A. Warren

Comments 8 pages. Submitted to 2019 AAAI Spring Symposium on Verification of Neural Networks

Improving Optimization Bounds using Machine Learning: Decision Diagrams meet Deep Reinforcement Learning

Quentin Cappart, Emmanuel Goutierre, David Bergman, Louis-Martin Rousseau

Comments Accepted and presented at AAAI'19

Non-Autoregressive Machine Translation with Auxiliary Regularization

Yiren Wang, Fei Tian, Di He, Tao Qin, ChengXiang Zhai, Tie-Yan Liu

Comments AAAI 2019