AAAI

Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation

Cheng Chen, Qi Dou, Hao Chen, Jing Qin, Pheng-Ann Heng

Comments AAAI 2019 (oral)

TED: Teaching AI to Explain its Decisions

Michael Hind, Dennis Wei, Murray Campbell, Noel C. F. Codella, Amit Dhurandhar, Aleksandra Mojsilović, Karthikeyan Natesan Ramamurthy, Kush R. Varshney

Comments This article leverages some content from arXiv:1805.11648; presented at ACM/AAAI AIES'19

Unsupervised Monocular Depth and Ego-motion Learning with Structure and Semantics

Vincent Casser, Soeren Pirk, Reza Mahjourian, Anelia Angelova

Comments CVPR Workshop on Visual Odometry & Computer Vision Applications Based on Location Clues (VOCVALC), 2019. This is an extension of arXiv:1811.06152: Depth Prediction Without the Sensors: Leveraging Structure for Unsupervised Learning from Monocular Videos. Thirty-Third AAAI Conference on Artificial Intelligence (AAAI'19)

Character n-gram Embeddings to Improve RNN Language Models

Sho Takase, Jun Suzuki, Masaaki Nagata

Comments AAAI 2019 paper

Dependence in Propositional Logic: Formula-Formula Dependence and Formula Forgetting -- Application to Belief Update and Conservative Extension

Liangda Fang, Hai Wan, Xianqiao Liu, Biqing Fang, Zhaorong Lai

Comments We find a mistake in this version and we need a period of time to fix it

Journal ref AAAI. (2018) 1835-1844

Happy Together: Learning and Understanding Appraisal From Natural Language

Arun Rajendran, Chiyu Zhang, Muhammad Abdul-Mageed

Comments 11 pages, 5 figures, Proceedings of the 2nd Workshop on Affective Content Analysis@ AAAI (AffCon2019), Honolulu, Hawaii (January 2019)

Question Answering as Global Reasoning over Semantic Abstractions

Daniel Khashabi, Tushar Khot, Ashish Sabharwal, Dan Roth

Comments Appeared in AAAI'18

ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question Answering

Zhou Yu, Dejing Xu, Jun Yu, Ting Yu, Zhou Zhao, Yueting Zhuang, Dacheng Tao

Comments Accepted at AAAI 2019

Adaptive Region Embedding for Text Classification

Liuyu Xiang, Xiaoming Jin, Lan Yi, Guiguang Ding

Comments AAAI 2019

From Independent Prediction to Re-ordered Prediction: Integrating Relative Position and Global Label Information to Emotion Cause Identification

Zixiang Ding, Huihui He, Mengran Zhang, Rui Xia

Comments Accepted by AAAI 2019

Unsupervised Bilingual Lexicon Induction from Mono-lingual Multimodal Data

Shizhe Chen, Qin Jin, Alexander Hauptmann

Comments Accepted by AAAI 2019

Deep Bayesian Optimization on Attributed Graphs

Jiaxu Cui, Bo Yang, Xia Hu

Comments Published in the Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19)

Multi-Precision Quantized Neural Networks via Encoding Decomposition of -1 and +1

Qigong Sun, Fanhua Shang, Kang Yang, Xiufang Li, Yan Ren, Licheng Jiao

Comments 9 pages, 2 figures, Proc. 33rd AAAI Conf. Artif. Intell., 2019

Mapping Informal Settlements in Developing Countries using Machine Learning and Low Resolution Multi-spectral Data

Bradley Gram-Hansen, Patrick Helber, Indhu Varatharajan, Faiza Azam, Alejandro Coca-Castro, Veronika Kopackova, Piotr Bilinski

Comments Published at the AAAI/ACM Conference on AI, ethics and society. Extended results from our previous workshop: arXiv:1812.00812

Journal ref AAAI/ACM Conference on AI, Ethics, and Society (AIES 2019)

Generation of Policy-Level Explanations for Reinforcement Learning

Nicholay Topin, Manuela Veloso

Comments Accepted to Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence (2019)

Multi-view Information-theoretic Co-clustering for Co-occurrence Data

Peng Xu, Zhaohong Deng, Kup-Sze Choi, Longbing Cao, Shitong Wang

Journal ref AAAI 2019

DialogueRNN: An Attentive RNN for Emotion Detection in Conversations

Navonil Majumder, Soujanya Poria, Devamanyu Hazarika, Rada Mihalcea, Alexander Gelbukh, Erik Cambria

Comments AAAI 2019

CrystalGAN: Learning to Discover Crystallographic Structures with Generative Adversarial Networks

Asma Nouira, Nataliya Sokolovska, Jean-Claude Crivello

Journal ref AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering 2019

Minimizing the Negative Side Effects of Planning with Reduced Models

Sandhya Saisubramanian, Shlomo Zilberstein

Comments AAAI Workshop on Artificial Intelligence Safety (2019)

Learning Fully Dense Neural Networks for Image Semantic Segmentation

Mingmin Zhen, Jinglu Wang, Lei Zhou, Tian Fang, Long Quan

Journal ref AAAI 2019

Robust Optimization over Multiple Domains

Qi Qian, Shenghuo Zhu, Jiasheng Tang, Rong Jin, Baigui Sun, Hao Li

Comments accepted by AAAI'19

Kernelized Hashcode Representations for Relation Extraction

Sahil Garg, Aram Galstyan, Greg Ver Steeg, Irina Rish, Guillermo Cecchi, Shuyang Gao

Comments To appear in the proceedings of conference, AAAI-19

Accelerated Discovery of Sustainable Building Materials

Xiou Ge, Richard T. Goodwin, Jeremy R. Gregory, Randolph E. Kirchain, Joana Maria, Lav R. Varshney

Comments Presented at AAAI 2019 Spring Symposium, Towards AI for Collaborative Open Science (TACOS)

Single-Label Multi-Class Image Classification by Deep Logistic Regression

Qi Dong, Xiatian Zhu, Shaogang Gong

Comments Accepted by AAAI-19, code at https://github.com/qd301/FocusRectificationLogisticRegression

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

Memory Bounded Open-Loop Planning in Large POMDPs using Thompson Sampling

Thomy Phan, Lenz Belzner, Marie Kiermeier, Markus Friedrich, Kyrill Schmid, Claudia Linnhoff-Popien

Comments Presented at AAAI 2019

Mapping Missing Population in Rural India: A Deep Learning Approach with Satellite Imagery

Wenjie Hu, Jay Harshadbhai Patel, Zoe-Alanah Robert, Paul Novosad, Samuel Asher, Zhongyi Tang, Marshall Burke, David Lobell, Stefano Ermon

Comments 7 pages

Journal ref AAAI/ACM Conference on AI, Ethics, and Society (AIES '19), January 27-28, 2019, Honolulu, HI, USA

Question Relatedness on Stack Overflow: The Task, Dataset, and Corpus-inspired Models

Amirreza Shirani, Bowen Xu, David Lo, Thamar Solorio, Amin Alipour

Journal ref AAAI 2019 Reasoning for Complex Question Answering Workshop

Deep Cascade Multi-task Learning for Slot Filling in Online Shopping Assistant

Yu Gong, Xusheng Luo, Yu Zhu, Wenwu Ou, Zhao Li, Muhua Zhu, Kenny Q. Zhu, Lu Duan, Xi Chen

Comments AAAI 2019

Temporal Deformable Convolutional Encoder-Decoder Networks for Video Captioning

Jingwen Chen, Yingwei Pan, Yehao Li, Ting Yao, Hongyang Chao, Tao Mei

Comments AAAI 2019

Memory-Augmented Temporal Dynamic Learning for Action Recognition

Yuan Yuan, Dong Wang, Qi Wang

Comments The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19)