AAAI

SPARQA: Skeleton-based Semantic Parsing for Complex Questions over Knowledge Bases

Yawei Sun, Lingling Zhang, Gong Cheng, Yuzhong Qu

Comments Accepted to AAAI 2020

High-Order Residual Network for Light Field Super-Resolution

Nan Meng, Xiaofei Wu, Jianzhuang Liu, Edmund Y. Lam

Comments 9 pages, 14 figures, accepted by the thirty-fourth AAAI Conference on Artificial Intelligence

Unsupervised Attributed Multiplex Network Embedding

Chanyoung Park, Donghyun Kim, Jiawei Han, Hwanjo Yu

Comments AAAI 2020

Image Formation Model Guided Deep Image Super-Resolution

Jinshan Pan, Yang Liu, Deqing Sun, Jimmy Ren, Ming-Ming Cheng, Jian Yang, Jinhui Tang

Comments AAAI 2020. The training code and models are available at https://github.com/jspan/PHYSICS SR

Gated Neural Networks for Option Pricing: Rationality by Design

Yongxin Yang, Yu Zheng, Timothy M. Hospedales

Comments Accepted to AAAI 2017. 7 pages, 5 figures

Falling into the Echo Chamber: the Italian Vaccination Debate on Twitter

Alessandro Cossard, Gianmarco De Francisci Morales, Kyriaki Kalimeri, Yelena Mejova, Daniela Paolotti, Michele Starnini

Journal ref International AAAI Conference on Web and Social Media (ICWSM) 2020

Can Embeddings Adequately Represent Medical Terminology? New Large-Scale Medical Term Similarity Datasets Have the Answer!

Claudia Schulz, Damir Juric

Comments Accepted at AAAI 2020

Eliminating self-selection: Using data science for authentic undergraduate research in a first-year introductory course

Lior Shamir

Comments Paper presented at AAAI 2020

Parameterized Indexed Value Function for Efficient Exploration in Reinforcement Learning

Tian Tan, Zhihan Xiong, Vikranth R. Dwaracherla

Comments 17 pages, 4 figures, Proceedings of the 34th AAAI Conference on Artificial Intelligence

Discretizing Continuous Action Space for On-Policy Optimization

Yunhao Tang, Shipra Agrawal

Comments Accepted at AAAI Conference on Artificial Intelligence (2020) in New York, NY, USA. An open source implementation can be found at https://github.com/robintyh1/onpolicybaselines

Semantics-Aligned Representation Learning for Person Re-identification

Xin Jin, Cuiling Lan, Wenjun Zeng, Guoqiang Wei, Zhibo Chen

Comments Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20), code has been released

Inferring Nighttime Satellite Imagery from Human Mobility

Brian Dickinson, Gourab Ghoshal, Xerxes Dotiwalla, Adam Sadilek, Henry Kautz

Comments 9 pages, 3 figures, presented at the 34th AAAI conference on Artificial Intelligence

KPNet: Towards Minimal Face Detector

Guanglu Song, Yu Liu, Yuhang Zang, Xiaogang Wang, Biao Leng, Qingsheng Yuan

Comments AAAI 2020

Learning from Easy to Complex: Adaptive Multi-curricula Learning for Neural Dialogue Generation

Hengyi Cai, Hongshen Chen, Cheng Zhang, Yonghao Song, Xiaofang Zhao, Yangxi Li, Dongsheng Duan, Dawei Yin

Comments Accepted to AAAI 2020

Regional Tree Regularization for Interpretability in Black Box Models

Mike Wu, Sonali Parbhoo, Michael Hughes, Ryan Kindle, Leo Celi, Maurizio Zazzi, Volker Roth, Finale Doshi-Velez

Comments AAAI 2020 (Oral)

MixPoet: Diverse Poetry Generation via Learning Controllable Mixed Latent Space

Xiaoyuan Yi, Ruoyu Li, Cheng Yang, Wenhao Li, Maosong Sun

Comments 8 pages, 5 figures, published in AAAI 2020

Pathological Evidence Exploration in Deep Retinal Image Diagnosis

Yuhao Niu, Lin Gu, Feng Lu, Feifan Lv, Zongji Wang, Imari Sato, Zijian Zhang, Yangyan Xiao, Xunzhang Dai, Tingting Cheng

Comments to appear in AAAI (2019). The first two authors contributed equally to the paper. Corresponding Author: Feng Lu

Journal ref AAAI 2019: 1093-1101

Privacy Preserving Point-of-interest Recommendation Using Decentralized Matrix Factorization

Chaochao Chen, Ziqi Liu, Peilin Zhao, Jun Zhou, Xiaolong Li

Comments Accepted by AAAI'18

Channel Interaction Networks for Fine-Grained Image Categorization

Yu Gao, Xintong Han, Xun Wang, Weilin Huang, Matthew R. Scott

Comments AAAI 2020

OOGAN: Disentangling GAN with One-Hot Sampling and Orthogonal Regularization

Bingchen Liu, Yizhe Zhu, Zuohui Fu, Gerard de Melo, Ahmed Elgammal

Comments AAAI 2020

Accurate Temporal Action Proposal Generation with Relation-Aware Pyramid Network

Jialin Gao, Zhixiang Shi, Jiani Li, Guanshuo Wang, Yufeng Yuan, Shiming Ge, Xi Zhou

Comments accepted by AAAI-20

iFAN: Image-Instance Full Alignment Networks for Adaptive Object Detection

Chenfan Zhuang, Xintong Han, Weilin Huang, Matthew R. Scott

Comments AAAI 2020

Distilling portable Generative Adversarial Networks for Image Translation

Hanting Chen, Yunhe Wang, Han Shu, Changyuan Wen, Chunjing Xu, Boxin Shi, Chao Xu, Chang Xu

Journal ref AAAI 2020

Experimental Studies in General Game Playing: An Experience Report

Jakub Kowalski, Marek Szykuła

Journal ref The AAAI 2020 Workshop on Reproducible AI - RAI2020

Hybrid Generative-Retrieval Transformers for Dialogue Domain Adaptation

Igor Shalyminov, Alessandro Sordoni, Adam Atkinson, Hannes Schulz

Comments Presented at DSTC8@AAAI 2020

Acquiring Common Sense Spatial Knowledge through Implicit Spatial Templates

Guillem Collell, Luc Van Gool, Marie-Francine Moens

Comments To appear at AAAI 2018 Conference

Robust Conditional GAN from Uncertainty-Aware Pairwise Comparisons

Ligong Han, Ruijiang Gao, Mun Kim, Xin Tao, Bo Liu, Dimitris Metaxas

Comments Accepted for spotlight at AAAI-20

PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-time Execution on Mobile Devices

Xiaolong Ma, Fu-Ming Guo, Wei Niu, Xue Lin, Jian Tang, Kaisheng Ma, Bin Ren, Yanzhi Wang

Comments To appear in Proceedings of the 34th AAAI Conference on Artificial Intelligence (AAAI-20)

Posterior-GAN: Towards Informative and Coherent Response Generation with Posterior Generative Adversarial Network

Shaoxiong Feng, Hongshen Chen, Kan Li, Dawei Yin

Comments Accepted by AAAI 2020

Multi-Source Domain Adaptation for Text Classification via DistanceNet-Bandits

Han Guo, Ramakanth Pasunuru, Mohit Bansal

Comments AAAI 2020 (10 pages)