AAAI

SUOD: Toward Scalable Unsupervised Outlier Detection

Yue Zhao, Xueying Ding, Jianing Yang, Haoping Bai

Comments In AAAI-20 Workshop on Artificial Intelligence for Cyber Security (AICS)

Spatial-Temporal Multi-Cue Network for Continuous Sign Language Recognition

Hao Zhou, Wengang Zhou, Yun Zhou, Houqiang Li

Comments Accepted as an oral presentation paper at AAAI 2020. (To appear in Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence)

Symbiotic Attention with Privileged Information for Egocentric Action Recognition

Xiaohan Wang, Yu Wu, Linchao Zhu, Yi Yang

Comments AAAI-2020(Oral)

Generalized Hidden Parameter MDPs Transferable Model-based RL in a Handful of Trials

Christian F. Perez, Felipe Petroski Such, Theofanis Karaletsos

Comments paper presented at AAAI 2020 as oral presentation, 9 pages

Lifted Hybrid Variational Inference

Yuqiao Chen, Yibo Yang, Sriraam Natarajan, Nicholas Ruozzi

Comments AAAI 2020 Workshop on Statistical Relational AI (StarAI 2020)

Assessing the Adversarial Robustness of Monte Carlo and Distillation Methods for Deep Bayesian Neural Network Classification

Meet P. Vadera, Satya Narayan Shukla, Brian Jalaian, Benjamin M. Marlin

Comments Presented at SafeAI Workshop, AAAI 2020

Fine-Grained Fashion Similarity Learning by Attribute-Specific Embedding Network

Zhe Ma, Jianfeng Dong, Yao Zhang, Zhongzi Long, Yuan He, Hui Xue, Shouling Ji

Comments 16 pages, 13 figutes. Accepted by AAAI 2020. Code and data are available at https://github.com/Maryeon/asen

Multi-source Distilling Domain Adaptation

Sicheng Zhao, Guangzhi Wang, Shanghang Zhang, Yang Gu, Yaxian Li, Zhichao Song, Pengfei Xu, Runbo Hu, Hua Chai, Kurt Keutzer

Comments Accepted by AAAI 2020

Ensembles of Locally Independent Prediction Models

Andrew Slavin Ross, Weiwei Pan, Leo Anthony Celi, Finale Doshi-Velez

Comments This is an expansion of arXiv:1806.08716 with different applications and focus, accepted to AAAI 2020. Latest update clarifies a derivation

Attractive or Faithful? Popularity-Reinforced Learning for Inspired Headline Generation

Yun-Zhu Song, Hong-Han Shuai, Sung-Lin Yeh, Yi-Lun Wu, Lun-Wei Ku, Wen-Chih Peng

Comments AAAI 2020

Dropout Prediction over Weeks in MOOCs by Learning Representations of Clicks and Videos

Byungsoo Jeon, Namyong Park

Comments Accepted at AAAI 2020 AI4Edu Workshop

On the Role of Weight Sharing During Deep Option Learning

Matthew Riemer, Ignacio Cases, Clemens Rosenbaum, Miao Liu, Gerald Tesauro

Comments AAAI 2020

Discontinuous Constituent Parsing with Pointer Networks

Daniel Fernández-González, Carlos Gómez-Rodríguez

Comments Proceedings of AAAI 2020. 8 pages

Proximity Preserving Binary Code using Signed Graph-Cut

Inbal Lav, Shai Avidan, Yoram Singer, Yacov Hel-Or

Journal ref AAAI Conference on Artificial Intelligence , Feb. 2020

I Know Where You Are Coming From: On the Impact of Social Media Sources on AI Model Performance

Qi Yang, Aleksandr Farseev, Andrey Filchenkov

Comments AAAI-20

Parsing as Pretraining

David Vilares, Michalina Strzyz, Anders Søgaard, Carlos Gómez-Rodríguez

Comments AAAI 2020 - The Thirty-Fourth AAAI Conference on Artificial Intelligence

Dropout Prediction over Weeks in MOOCs via Interpretable Multi-Layer Representation Learning

Byungsoo Jeon, Namyong Park, Seojin Bang

Comments Accepted at AAAI 2020 AI4Edu Workshop

DWM: A Decomposable Winograd Method for Convolution Acceleration

Di Huang, Xishan Zhang, Rui Zhang, Tian Zhi, Deyuan He, Jiaming Guo, Chang Liu, Qi Guo, Zidong Du, Shaoli Liu, Tianshi Chen, Yunji Chen

Comments Accepted by AAAI 2020

Improving Domain-Adapted Sentiment Classification by Deep Adversarial Mutual Learning

Qianming Xue, Wei Zhang, Hongyuan Zha

Comments Accepted to appear in AAAI'20

D3BA: A Tool for Optimizing Business Processes Using Non-Deterministic Planning

Tathagata Chakraborti, Yasaman Khazaeni

Comments Appears in the Proceedings of the AAAI 2020 Workshop on Intelligent Process Automation

QASC: A Dataset for Question Answering via Sentence Composition

Tushar Khot, Peter Clark, Michal Guerquin, Peter Jansen, Ashish Sabharwal

Comments AAAI-20 Camera Ready Version

Scaling All-Goals Updates in Reinforcement Learning Using Convolutional Neural Networks

Fabio Pardo, Vitaly Levdik, Petar Kormushev

Comments AAAI 2020, https://sites.google.com/view/q-map-rl

Iterative Data Programming for Expanding Text Classification Corpora

Neil Mallinar, Abhishek Shah, Tin Kam Ho, Rajendra Ugrani, Ayush Gupta

Comments 6 pages, 2 figures, In Proceedings of the AAAI Conference on Artificial Intelligence 2020 (IAAI Technical Track: Emerging Papers)

Schema-Guided Dialogue State Tracking Task at DSTC8

Abhinav Rastogi, Xiaoxue Zang, Srinivas Sunkara, Raghav Gupta, Pranav Khaitan

Comments Presented at DSTC workshop, AAAI 2020. arXiv admin note: text overlap with arXiv:1909.05855

GTC: Guided Training of CTC Towards Efficient and Accurate Scene Text Recognition

Wenyang Hu, Xiaocong Cai, Jun Hou, Shuai Yi, Zhiping Lin

Comments Accepted by AAAI 2020

Towards Graph Representation Learning in Emergent Communication

Agnieszka Słowik, Abhinav Gupta, William L. Hamilton, Mateja Jamnik, Sean B. Holden

Comments The first two authors contributed equally. Accepted at the Reinforcement Learning in Games workshop at AAAI 2020

On the Evaluation of Intelligent Process Automation

Deborah Ferreira, Julia Rozanova, Krishna Dubba, Dell Zhang, Andre Freitas

Comments Submitted to the AAAI-20 Workshop on Intelligent Process Automation

Semantics-aware BERT for Language Understanding

Zhuosheng Zhang, Yuwei Wu, Hai Zhao, Zuchao Li, Shuailiang Zhang, Xi Zhou, Xiang Zhou

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

Pursuit of Low-Rank Models of Time-Varying Matrices Robust to Sparse and Measurement Noise

Albert Akhriev, Jakub Marecek, Andrea Simonetto

Comments 20 pages; camera-ready version + appendices

Journal ref Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Fragmentation Coagulation Based Mixed Membership Stochastic Blockmodel

Zheng Yu, Xuhui Fan, Marcin Pietrasik, Marek Reformat

Comments AAAI 2020