IJCAI

DeepView: Visualizing Classification Boundaries of Deep Neural Networks as Scatter Plots Using Discriminative Dimensionality Reduction

Alexander Schulz, Fabian Hinder, Barbara Hammer

Comments This is published at IJCAI 2020

Dialogue State Induction Using Neural Latent Variable Models

Qingkai Min, Libo Qin, Zhiyang Teng, Xiao Liu, Yue Zhang

Comments IJCAI 2020

Learning Neural-Symbolic Descriptive Planning Models via Cube-Space Priors: The Voyage Home (to STRIPS)

Masataro Asai, Christian Muise

Comments Accepted in IJCAI 2020 main track (accept ratio 12.6%). The prequel of this paper, "The Search for STRIPS", can be found here: arXiv:1912.05492 . (update, 2020/08/11) We expanded the related work section

Fast and Accurate Neural CRF Constituency Parsing

Yu Zhang, Houquan Zhou, Zhenghua Li

Comments IJCAI 2020

Textual Membership Queries

Jonathan Zarecki, Shaul Markovitch

Comments Accepted to IJCAI 2020. Code is available at github.com/jonzarecki/textual-mqs . Additional material is available at tinyurl.com/sup-textualmqs . SOLE copyright holder is IJCAI (International Joint Conferences on Artificial Intelligence), all rights reserved

Mixed-Variable Bayesian Optimization

Erik Daxberger, Anastasia Makarova, Matteo Turchetta, Andreas Krause

Comments IJCAI 2020 camera-ready; 17 pages, extended version with supplementary material

Journal ref Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence (IJCAI-20), 2020, pages 2633-2639

Adaptive Robot-Assisted Feeding: An Online Learning Framework for Acquiring Previously Unseen Food Items

Ethan K. Gordon, Xiang Meng, Matt Barnes, Tapomayukh Bhattacharjee, Siddhartha S. Srinivasa

Comments To appear in IROS 2020; 8 pages incl. references, 8 figures; Abstract presented in IJCAI 2019 AIxFood Workshop; v3: Added simulation and experimental results for conference submission; v4: Added extra results to Experiment 2 for camera-ready submission

Unsupervised Multilingual Alignment using Wasserstein Barycenter

Xin Lian, Kshitij Jain, Jakub Truszkowski, Pascal Poupart, Yaoliang Yu

Comments Code is available at https://github.com/alixxxin/multi-lang

Journal ref Proceedings of International Joint Conference on Artificial Intelligence (IJCAI), 2020

On Deep Unsupervised Active Learning

Changsheng Li, Handong Ma, Zhao Kang, Ye Yuan, Xiao-Yu Zhang, Guoren Wang

Comments Accepted by IJCAI 2020

Improving Attention Mechanism in Graph Neural Networks via Cardinality Preservation

Shuo Zhang, Lei Xie

Comments The short version of this paper has been accepted by IJCAI 2020

Flow-based Intrinsic Curiosity Module

Hsuan-Kung Yang, Po-Han Chiang, Min-Fong Hong, Chun-Yi Lee

Comments The SOLE copyright holder is IJCAI (International Joint Conferences on Artificial Intelligence), all rights reserved. The link is provided as follows: https://www.ijcai.org/Proceedings/2020/286

Journal ref Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence Main track. Pages 2065-2072

A Reinforced Topic-Aware Convolutional Sequence-to-Sequence Model for Abstractive Text Summarization

Li Wang, Junlin Yao, Yunzhe Tao, Li Zhong, Wei Liu, Qiang Du

Comments International Joint Conference on Artificial Intelligence and European Conference on Artificial Intelligence (IJCAI-ECAI), 2018

Robust Front-End for Multi-Channel ASR using Flow-Based Density Estimation

Hyeongju Kim, Hyeonseung Lee, Woo Hyun Kang, Hyung Yong Kim, Nam Soo Kim

Comments 7 pages, 3 figures

Journal ref Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, {IJCAI} 2020

Channel-Level Variable Quantization Network for Deep Image Compression

Zhisheng Zhong, Hiroaki Akutsu, Kiyoharu Aizawa

Comments Proceedings of International Joint Conference on Artificial Intelligence (IJCAI), 2020

SBAT: Video Captioning with Sparse Boundary-Aware Transformer

Tao Jin, Siyu Huang, Ming Chen, Yingming Li, Zhongfei Zhang

Comments Appearing at IJCAI 2020

Neural Machine Translation with Error Correction

Kaitao Song, Xu Tan, Jianfeng Lu

Comments Accepted by IJCAI 2020

RM-CVaR: Regularized Multiple $β$-CVaR Portfolio

Kei Nakagawa, Shuhei Noma, Masaya Abe

Comments accepted by the IJCAI-PRICAI 2020 Special Track AI in FinTech

Handling Variable-Dimensional Time Series with Graph Neural Networks

Vibhor Gupta, Jyoti Narwariya, Pankaj Malhotra, Lovekesh Vig, Gautam Shroff

Comments Accepted at AI4IoT@IJCAI'20 workshop

Predicting Landslides Using Locally Aligned Convolutional Neural Networks

Ainaz Hajimoradlou, Gioachino Roberti, David Poole

Comments Published in IJCAI 2020

Generating Person Images with Appearance-aware Pose Stylizer

Siyu Huang, Haoyi Xiong, Zhi-Qi Cheng, Qingzhong Wang, Xingran Zhou, Bihan Wen, Jun Huan, Dejing Dou

Comments Appearing at IJCAI 2020. The code is available at https://github.com/siyuhuang/PoseStylizer

Learning to Discretely Compose Reasoning Module Networks for Video Captioning

Ganchao Tan, Daqing Liu, Meng Wang, Zheng-Jun Zha

Comments Accepted at IJCAI 2020 Main Track. Sole copyright holder is IJCAI. Code is available at https://github.com/tgc1997/RMN

Journal ref IJCAI 2020, Pages 745-752

Task-Level Curriculum Learning for Non-Autoregressive Neural Machine Translation

Jinglin Liu, Yi Ren, Xu Tan, Chen Zhang, Tao Qin, Zhou Zhao, Tie-Yan Liu

Comments Accepted at IJCAI 2020 Main Track. Sole copyright holder is IJCAI

Counting Query Answers over a DL-Lite Knowledge Base (extended version)

Diego Calvanese, Julien Corman, Davide Lanti, Simon Razniewski

Comments Extended version of an article published at IJCAI 2020

Neural Belief Reasoner

Haifeng Qian

Journal ref International Joint Conference on Artificial Intelligence (IJCAI), 2020

A Survey on Computational Propaganda Detection

Giovanni Da San Martino, Stefano Cresci, Alberto Barron-Cedeno, Seunghak Yu, Roberto Di Pietro, Preslav Nakov

Comments propaganda detection, disinformation, misinformation, fake news, media bias

Journal ref IJCAI-2020

FakeSpotter: A Simple yet Robust Baseline for Spotting AI-Synthesized Fake Faces

Run Wang, Felix Juefei-Xu, Lei Ma, Xiaofei Xie, Yihao Huang, Jian Wang, Yang Liu

Comments Accepted to IJCAI 2020; SOLE copyright holder is IJCAI (international Joint Conferences on Artificial Intelligence), all rights reserved. https://www.ijcai.org/Proceedings/2020/333

UniTrans: Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled Data

Qianhui Wu, Zijia Lin, Börje F. Karlsson, Biqing Huang, Jian-Guang Lou

Comments This paper is accepted by IJCAI 2020. Code is available at https://github.com/microsoft/vert-papers/tree/master/papers/UniTrans

Journal ref In IJCAI, pages 3926-3932, 2020

Logic Constrained Pointer Networks for Interpretable Textual Similarity

Subhadeep Maji, Rohan Kumar, Manish Bansal, Kalyani Roy, Pawan Goyal

Comments Accepted at IJCAI 2020 Main Track. Sole copyright holder is IJCAI, all rights reserved. Available at https://www.ijcai.org/Proceedings/2020/333

Journal ref IJCAI 2020, Pages 2405-2411

Synthesis of Deceptive Strategies in Reachability Games with Action Misperception

Abhishek N. Kulkarni, Jie Fu

Comments 7 pages, 4 figures, submitted to IJCAI 2020

GraphFlow: Exploiting Conversation Flow with Graph Neural Networks for Conversational Machine Comprehension

Yu Chen, Lingfei Wu, Mohammed J. Zaki

Comments 7 pages. Accepted by IJCAI 2020. Final Version. The SOLE copyright holder is IJCAI (https://www.ijcai.org), all rights reserved