AAAI

Commonsense Knowledge Base Completion with Structural and Semantic Context

Chaitanya Malaviya, Chandra Bhagavatula, Antoine Bosselut, Yejin Choi

Comments AAAI 2020

Responsible AI by Design in Practice

Richard Benjamins, Alberto Barbado, Daniel Sierra

Comments 9 pages, 3 tables. Proceedings of the Human-Centered AI: Trustworthiness of AI Models & Data (HAI) track at AAAI Fall Symposium, DC, November 7-9, 2019

Sensitivity Analysis of Deep Neural Networks

Hai Shu, Hongtu Zhu

Comments Accepted by AAAI-19

Journal ref AAAI Conference on Artificial Intelligence (2019), pp. 4943-4950

An Intrinsically-Motivated Approach for Learning Highly Exploring and Fast Mixing Policies

Mirco Mutti, Marcello Restelli

Comments In 34th AAAI Conference on Artificial Intelligence (AAAI 2020)

Neural Simile Recognition with Cyclic Multitask Learning and Local Attention

Jiali Zeng, Linfeng Song, Jinsong Su, Jun Xie, Wei Song, Jiebo Luo

Comments AAAI 2020

Scale-wise Convolution for Image Restoration

Yuchen Fan, Jiahui Yu, Ding Liu, Thomas S. Huang

Comments AAAI 2020

Multi-channel Reverse Dictionary Model

Lei Zhang, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun

Comments Accepted by AAAI Conference on Artificial Intelligence 2020

DMRM: A Dual-channel Multi-hop Reasoning Model for Visual Dialog

Feilong Chen, Fandong Meng, Jiaming Xu, Peng Li, Bo Xu, Jie Zhou

Comments Accepted at AAAI 2020

Lightweight and Robust Representation of Economic Scales from Satellite Imagery

Sungwon Han, Donghyun Ahn, Hyunji Cha, Jeasurk Yang, Sungwon Park, Meeyoung Cha

Comments Accepted for oral presentation at AAAI 2020

Temporally Grounding Language Queries in Videos by Contextual Boundary-aware Prediction

Jingwen Wang, Lin Ma, Wenhao Jiang

Comments Accepted to AAAI 2020

A Restricted Black-box Adversarial Framework Towards Attacking Graph Embedding Models

Heng Chang, Yu Rong, Tingyang Xu, Wenbing Huang, Honglei Zhang, Peng Cui, Wenwu Zhu, Junzhou Huang

Comments Accepted by the AAAI 2020

Unpaired Image Enhancement Featuring Reinforcement-Learning-Controlled Image Editing Software

Satoshi Kosugi, Toshihiko Yamasaki

Comments Accepted to AAAI 2020

Deep Iterative and Adaptive Learning for Graph Neural Networks

Yu Chen, Lingfei Wu, Mohammed J. Zaki

Comments 6 pages. Accepted at the AAAI 2020 Workshop on Deep Learning on Graphs: Methodologies and Applications (AAAI DLGMA 2020). Final Version

Discriminative Adversarial Domain Adaptation

Hui Tang, Kui Jia

Comments 18 pages, 10 figures, 12 tables, accepted by AAAI-20

Adversarial Model Extraction on Graph Neural Networks

David DeFazio, Arti Ramesh

Comments AAAI Workshop on Deep Learning on Graphs: Methodologies and Applications (DLGMA), 2020

Video Person Re-ID: Fantastic Techniques and Where to Find Them

Priyank Pathak, Amir Erfan Eshratifar, Michael Gormish

Comments 2 Page (Student Abstract) accepted in AAAI-20

Improved Knowledge Distillation via Teacher Assistant

Seyed-Iman Mirzadeh, Mehrdad Farajtabar, Ang Li, Nir Levine, Akihiro Matsukawa, Hassan Ghasemzadeh

Comments AAAI 2020

Improving Knowledge-aware Dialogue Generation via Knowledge Base Question Answering

Jian Wang, Junhao Liu, Wei Bi, Xiaojiang Liu, Kejing He, Ruifeng Xu, Min Yang

Comments Accepted by AAAI-2020

Towards Omni-Supervised Face Alignment for Large Scale Unlabeled Videos

Congcong Zhu, Hao Liu, Zhenhua Yu, Xuehong Sun

Comments Accepted by AAAI 2020

Synchronous Speech Recognition and Speech-to-Text Translation with Interactive Decoding

Yuchen Liu, Jiajun Zhang, Hao Xiong, Long Zhou, Zhongjun He, Hua Wu, Haifeng Wang, Chengqing Zong

Comments Accepted by AAAI 2020

PixelRL: Fully Convolutional Network with Reinforcement Learning for Image Processing

Ryosuke Furuta, Naoto Inoue, Toshihiko Yamasaki

Comments To appear in IEEE Transactions on Multimedia (TMM), Special Issue on Multimedia Computing with Interpretable Machine Learning. Extended version of our paper in AAAI 2019 (arXiv:1811.04323)

Robust Named Entity Recognition with Truecasing Pretraining

Stephen Mayhew, Nitish Gupta, Dan Roth

Comments Accepted to AAAI 2020

How Should an Agent Practice?

Janarthanan Rajendran, Richard Lewis, Vivek Veeriah, Honglak Lee, Satinder Singh

Comments AAAI-2020

Polynomial Matrix Completion for Missing Data Imputation and Transductive Learning

Jicong Fan, Yuqian Zhang, Madeleine Udell

Comments Accepted by AAAI 2020. The supplementary material is at https://github.com/jicongfan/Supplementary-material-of-conference-papers/blob/master/supp_PMC_AAAI2020.pdf

Fine-grained Recognition: Accounting for Subtle Differences between Similar Classes

Guolei Sun, Hisham Cholakkal, Salman Khan, Fahad Shahbaz Khan, Ling Shao

Comments To appear in AAAI 2020

Proppy: A System to Unmask Propaganda in Online News

Alberto Barrón-Cedeño, Giovanni Da San Martino, Israa Jaradat, Preslav Nakov

Comments propaganda, disinformation, fake news

Journal ref Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-2019)

Associating Natural Language Comment and Source Code Entities

Sheena Panthaplackel, Milos Gligoric, Raymond J. Mooney, Junyi Jessy Li

Comments Accepted in AAAI 2020

An Analysis Framework for Metric Voting based on LP Duality

David Kempe

Comments 23 pages An abbreviated version appears in Proceedings of AAAI 2020

Incentivized Exploration for Multi-Armed Bandits under Reward Drift

Zhiyuan Liu, Huazheng Wang, Fan Shen, Kai Liu, Lijun Chen

Comments 10 pages, 2 figures, AAAI 2020

JSI-GAN: GAN-Based Joint Super-Resolution and Inverse Tone-Mapping with Pixel-Wise Task-Specific Filters for UHD HDR Video

Soo Ye Kim, Jihyong Oh, Munchurl Kim

Comments The first two authors contributed equally to this work. Accepted at AAAI 2020. (Camera-ready version)