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27th IJCAI 2018: Stockholm, Sweden

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Jérôme Lang:
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, IJCAI 2018, July 13-19, 2018, Stockholm, Sweden. ijcai.org 2018, ISBN 978-0-9992411-2-7

Invited Speakers

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Joyce Y. Chai, Qiaozi Gao, Lanbo She, Shaohua Yang, Sari Saba-Sadiya, Guangyue Xu:
Language to Action: Towards Interactive Task Learning with Physical Agents. 2-9
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Hector Geffner:
Model-free, Model-based, and General Intelligence. 10-17
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Danica Kragic, Joakim Gustafson, Hakan Karaoguz, Patric Jensfelt, Robert Krug:
Interactive, Collaborative Robots: Challenges and Opportunities. 18-25

Main track

Agent-based and Multi-agent Systems

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Nirav Ajmeri, Hui Guo, Pradeep K. Murukannaiah, Munindar P. Singh:
Robust Norm Emergence by Revealing and Reasoning about Context: Socially Intelligent Agents for Enhancing Privacy. 28-34
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Shaull Almagor, Orna Kupferman, Giuseppe Perelli:
Synthesis of Controllable Nash Equilibria in Quantitative Objective Game. 35-41
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Georgios Amanatidis, Georgios Birmpas, Vangelis Markakis:
Comparing Approximate Relaxations of Envy-Freeness. 42-48
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Vincenzo Auletta, Diodato Ferraioli, Gianluigi Greco:
Reasoning about Consensus when Opinions Diffuse through Majority Dynamics. 49-55
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Haris Aziz, Piotr Faliszewski, Bernard Grofman, Arkadii Slinko, Nimrod Talmon:
Egalitarian Committee Scoring Rules. 56-62
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Xiaohui Bei, Guangda Huzhang, Warut Suksompong:
Truthful Fair Division without Free Disposal. 63-69
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Khaled Belahcène, Yann Chevaleyre, Christophe Labreuche, Nicolas Maudet, Vincent Mousseau, Wassila Ouerdane:
Accountable Approval Sorting. 70-76
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Francesco Belardinelli, Alessio Lomuscio, Aniello Murano, Sasha Rubin:
Alternating-time Temporal Logic on Finite Traces. 77-83
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Nikhil Bhargava, Christian J. Muise, Tiago Vaquero, Brian Charles Williams:
Managing Communication Costs under Temporal Uncertainty. 84-90
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Arpita Biswas, Siddharth Barman:
Fair Division Under Cardinality Constraints. 91-97
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Allan Borodin, Omer Lev, Nisarg Shah, Tyrone Strangway:
Big City vs. the Great Outdoors: Voter Distribution and How It Affects Gerrymandering. 98-104
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Vitor Bosshard, Ye Wang, Sven Seuken:
Non-decreasing Payment Rules for Combinatorial Auctions. 105-113
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Florian Brandl, Felix Brandt, Christian Stricker:
An Analytical and Experimental Comparison of Maximal Lottery Schemes. 114-120
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Tomás Brázdil, Antonín Kucera, Vojtech Rehák:
Solving Patrolling Problems in the Internet Environment. 121-127
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Gianluca Brero, Benjamin Lubin, Sven Seuken:
Combinatorial Auctions via Machine Learning-based Preference Elicitation. 128-136
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Markus Brill, Nimrod Talmon:
Pairwise Liquid Democracy. 137-143
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L. Elisa Celis, Lingxiao Huang, Nisheeth K. Vishnoi:
Multiwinner Voting with Fairness Constraints. 144-151
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Hau Chan, Albert Xin Jiang:
An FPTAS for Computing Nash Equilibrium in Resource Graph Games. 152-158
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Paula Chocron, Paolo Pareti:
Vocabulary Alignment for Collaborative Agents: a Study with Real-World Multilingual How-to Instructions. 159-165
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Moinul Morshed Porag Chowdhury, Christopher Kiekintveld, Son Tran, William Yeoh:
Bidding in Periodic Double Auctions Using Heuristics and Dynamic Monte Carlo Tree Search. 166-172
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Richard Cole, Thanasis Lianeas, Evdokia Nikolova:
When Does Diversity of Agent Preferences Improve Outcomes in Selfish Routing? 173-179
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Theresa Csar, Martin Lackner, Reinhard Pichler:
Computing the Schulze Method for Large-Scale Preference Data Sets. 180-187
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Bart de Keijzer, Dominik Wojtczak:
Facility Reallocation on the Line. 188-194
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Lavindra de Silva, Felipe Meneguzzi, Brian Logan:
An Operational Semantics for a Fragment of PRS. 195-202
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Eduard Eiben, Robert Ganian, Sebastian Ordyniak:
A Structural Approach to Activity Selection. 203-209
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Sefi Erlich, Noam Hazon, Sarit Kraus:
Negotiation Strategies for Agents with Ordinal Preferences. 210-218
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Piotr Faliszewski, Rica Gonen, Martin Koutecký, Nimrod Talmon:
Opinion Diffusion and Campaigning on Society Graphs. 219-225
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Alireza Farhadi, MohammadTaghi Hajiaghayi:
On the Complexity of Chore Division. 226-232
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Gabriele Farina, Alberto Marchesi, Christian Kroer, Nicola Gatti, Tuomas Sandholm:
Trembling-Hand Perfection in Extensive-Form Games with Commitment. 233-239
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Diodato Ferraioli, Carmine Ventre:
Probabilistic Verification for Obviously Strategyproof Mechanisms. 240-246
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Michele Flammini, Manuel Mauro, Matteo Tonelli:
On Fair Price Discrimination in Multi-Unit Markets. 247-253
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Rupert Freeman, David M. Pennock:
An Axiomatic View of the Parimutuel Consensus Mechanism. 254-260
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Noah Golowich, Harikrishna Narasimhan, David C. Parkes:
Deep Learning for Multi-Facility Location Mechanism Design. 261-267
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Jordi Grau-Moya, Felix Leibfried, Haitham Bou-Ammar:
Balancing Two-Player Stochastic Games with Soft Q-Learning. 268-274
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Sushmita Gupta, Sanjukta Roy, Saket Saurabh, Meirav Zehavi:
When Rigging a Tournament, Let Greediness Blind You. 275-281
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Sushmita Gupta, Sanjukta Roy, Saket Saurabh, Meirav Zehavi:
Winning a Tournament by Any Means Necessary. 282-288
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The Anh Han, Simon Lynch, Long Tran-Thanh, Francisco C. Santos:
Fostering Cooperation in Structured Populations Through Local and Global Interference Strategies. 289-295
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Dong Hao, Kai Li, Tao Zhou:
Payoff Control in the Iterated Prisoner's Dilemma. 296-302
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Adrian Haret, Hossein Khani, Stefano Moretti, Meltem Öztürk:
Ceteris paribus majority for social ranking. 303-309
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Daisuke Hatano, Yuichi Yoshida:
Computational Aspects of the Preference Cores of Supermodular Two-Scenario Cooperative Games. 310-316
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Benny Kimelfeld, Phokion G. Kolaitis, Julia Stoyanovich:
Computational Social Choice Meets Databases. 317-323
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Panagiotis Kouvaros, Alessio Lomuscio, Edoardo Pirovano:
Symbolic Synthesis of Fault-Tolerance Ratios in Parameterised Multi-Agent Systems. 324-330
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Christophe Labreuche, Simon Fossier:
Explaining Multi-Criteria Decision Aiding Models with an Extended Shapley Value. 331-339
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Martin Lackner, Piotr Skowron:
Approval-Based Multi-Winner Rules and Strategic Voting. 340-346
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Chanelle Lee, Jonathan Lawry, Alan F. T. Winfield:
Combining Opinion Pooling and Evidential Updating for Multi-Agent Consensus. 347-353
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Julien Lesca, Taiki Todo:
Service Exchange Problem. 354-360
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Priel Levy, David Sarne, Yonatan Aumann:
Tractable (Simple) Contests. 361-367
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Bin Li, Dong Hao, Dengji Zhao, Tao Zhou:
Customer Sharing in Economic Networks with Costs. 368-374
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Bo Li, Wenyang Li, Yingkai Li:
Dynamic Fair Division Problem with General Valuations. 375-381
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Chaojie Li, Chen Liu, Xinghuo Yu, Ke Deng, Tingwen Huang, Liangchen Liu:
Integrating Demand Response and Renewable Energy In Wholesale Market. 382-388
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Zhuoshu Li, Neal Gupta, Sanmay Das, John P. Dickerson:
Equilibrium Behavior in Competing Dynamic Matching Markets. 389-395
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Chun Kai Ling, Fei Fang, J. Zico Kolter:
What Game Are We Playing? End-to-end Learning in Normal and Extensive Form Games. 396-402
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Alessio Lomuscio, Edoardo Pirovano:
Verifying Emergence of Bounded Time Properties in Probabilistic Swarm Systems. 403-409
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Zbigniew Lonc, Miroslaw Truszczynski:
Maximin Share Allocations on Cycles. 410-416
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Hang Ma, Glenn Wagner, Ariel Felner, Jiaoyang Li, T. K. Satish Kumar, Sven Koenig:
Multi-Agent Path Finding with Deadlines. 417-423
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Takanori Maehara, Atsuhiro Narita, Jun Baba, Takayuki Kawabata:
Optimal Bidding Strategy for Brand Advertising. 424-432
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Jan Maly, Miroslaw Truszczynski, Stefan Woltran:
Preference Orders on Families of Sets - When Can Impossibility Results Be Avoided? 433-439
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Weichao Mao, Zhenzhe Zheng, Fan Wu, Guihai Chen:
Online Pricing for Revenue Maximization with Unknown Time Discounting Valuations. 440-446
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  - conf/ijcai/MarchesiC018
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Alberto Marchesi, Stefano Coniglio, Nicola Gatti:
Leadership in Singleton Congestion Games. 447-453
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  - conf/ijcai/McCarthyLWVST18
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Sara Marie McCarthy, Corine M. Laan, Kai Wang, Phebe Vayanos, Arunesh Sinha, Milind Tambe:
The Price of Usability: Designing Operationalizable Strategies for Security Games. 454-460
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Takahiro Miyoshi, Shigeo Matsubara:
Dynamically Forming a Group of Human Forecasters and Machine Forecaster for Forecasting Economic Indicators. 461-467
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Arianna Novaro, Umberto Grandi, Dominique Longin, Emiliano Lorini:
Goal-Based Collective Decisions: Axiomatics and Computational Complexity. 468-474
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Julian Padget, Marina De Vos, Charlie Ann Page:
Deontic Sensors. 475-481
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Erel Segal-Halevi, Warut Suksompong:
Democratic Fair Allocation of Indivisible Goods. 482-488
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Erel Segal-Halevi, Avinatan Hassidim, Yonatan Aumann:
Double Auctions in Markets for Multiple Kinds of Goods. 489-497
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Erel Segal-Halevi:
Redividing the Cake. 498-504
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Weiran Shen, Zihe Wang, Song Zuo:
Ex-post IR Dynamic Auctions with Cost-per-Action Payments. 505-511
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Zheyuan Ryan Shi, Ziye Tang, Long Tran-Thanh, Rohit Singh, Fei Fang:
Designing the Game to Play: Optimizing Payoff Structure in Security Games. 512-518
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Dong Quan Vu, Patrick Loiseau, Alonso Silva:
Efficient Computation of Approximate Equilibria in Discrete Colonel Blotto Games. 519-526
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Huan Vu, Samir Aknine, Sarvapali D. Ramchurn:
A Decentralised Approach to Intersection Traffic Management. 527-533
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Thayne T. Walker, Nathan R. Sturtevant, Ariel Felner:
Extended Increasing Cost Tree Search for Non-Unit Cost Domains. 534-540
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Xintong Wang, Yevgeniy Vorobeychik, Michael P. Wellman:
A Cloaking Mechanism to Mitigate Market Manipulation. 541-547
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Weiwei Wu, Xiang Liu, Minming Li:
Budget-feasible Procurement Mechanisms in Two-sided Markets. 548-554
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Mingyu Xiao, Xuanbei Wang:
Exact Algorithms and Complexity of Kidney Exchange. 555-561
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Bo Yang, Min Liu:
Keeping in Touch with Collaborative UAVs: A Deep Reinforcement Learning Approach. 562-568
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Yaodong Yang, Jianye Hao, Mingyang Sun, Zan Wang, Changjie Fan, Goran Strbac:
Recurrent Deep Multiagent Q-Learning for Autonomous Brokers in Smart Grid. 569-575
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Yongjie Yang, Jianxin Wang:
Multiwinner Voting with Restricted Admissible Sets: Complexity and Strategyproofness. 576-582
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Tal Ze'evi, Roie Zivan, Omer Lev:
Socially Motivated Partial Cooperation in Multi-agent Local Search. 583-589
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Yuzhe Zhang, Kentaro Yahiro, Nathanaël Barrot, Makoto Yokoo:
Strategyproof and Fair Matching Mechanism for Union of Symmetric M-convex Constraints. 590-596

Computer Vision

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Shulian Cai, Jiabin Huang, Delu Zeng, Xinghao Ding, John Paisley:
MEnet: A Metric Expression Network for Salient Object Segmentation. 598-605
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Hui Chen, Guiguang Ding, Zijia Lin, Sicheng Zhao, Jungong Han:
Show, Observe and Tell: Attribute-driven Attention Model for Image Captioning. 606-612
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Junjie Chen, William K. Cheung, Anran Wang:
Learning Deep Unsupervised Binary Codes for Image Retrieval. 613-619
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Pu Chen, Xinyi Xu, Cheng Deng:
Deep View-Aware Metric Learning for Person Re-Identification. 620-626
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Tianshui Chen, Liang Lin, Riquan Chen, Yang Wu, Xiaonan Luo:
Knowledge-Embedded Representation Learning for Fine-Grained Image Recognition. 627-634
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Yunpeng Chen, Xiaojie Jin, Bingyi Kang, Jiashi Feng, Shuicheng Yan:
Sharing Residual Units Through Collective Tensor Factorization To Improve Deep Neural Networks. 635-641
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Zhenzhong Chen, Wanjie Sun:
Scanpath Prediction for Visual Attention using IOR-ROI LSTM. 642-648
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Gong Cheng, Decheng Gao, Yang Liu, Junwei Han:
Multi-scale and Discriminative Part Detectors Based Features for Multi-label Image Classification. 649-655
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Saheb Chhabra, Richa Singh, Mayank Vatsa, Gaurav Gupta:
Anonymizing k Facial Attributes via Adversarial Perturbations. 656-662
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Jingze Chi, Yuxin Peng:
Dual Adversarial Networks for Zero-shot Cross-media Retrieval. 663-669
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Guoxian Dai, Jin Xie, Yi Fang:
Siamese CNN-BiLSTM Architecture for 3D Shape Representation Learning. 670-676
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Pingyang Dai, Rongrong Ji, Haibin Wang, Qiong Wu, Yuyu Huang:
Cross-Modality Person Re-Identification with Generative Adversarial Training. 677-683
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Zijun Deng, Xiaowei Hu, Lei Zhu, Xuemiao Xu, Jing Qin, Guoqiang Han, Pheng-Ann Heng:
R³Net: Recurrent Residual Refinement Network for Saliency Detection. 684-690
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  - conf/ijcai/DouOCCH18
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Qi Dou, Cheng Ouyang, Cheng Chen, Hao Chen, Pheng-Ann Heng:
Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss. 691-697
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Deng-Ping Fan, Cheng Gong, Yang Cao, Bo Ren, Ming-Ming Cheng, Ali Borji:
Enhanced-alignment Measure for Binary Foreground Map Evaluation. 698-704
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  - conf/ijcai/FanXZYGY18
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Hehe Fan, Zhongwen Xu, Linchao Zhu, Chenggang Yan, Jianjun Ge, Yi Yang:
Watching a Small Portion could be as Good as Watching All: Towards Efficient Video Classification. 705-711
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Bin-Bin Gao, Hong-Yu Zhou, Jianxin Wu, Xin Geng:
Age Estimation Using Expectation of Label Distribution Learning. 712-718
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Lianli Gao, Jingkuan Song, Dongxiang Zhang, Heng Tao Shen:
Coarse-to-fine Image Co-segmentation with Intra and Inter Rank Constraints. 719-725
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  - conf/ijcai/GuoT18
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Yuxiao Guo, Xin Tong:
View-Volume Network for Semantic Scene Completion from a Single Depth Image. 726-732
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Keke He, Yanwei Fu, Wuhao Zhang, Chengjie Wang, Yu-Gang Jiang, Feiyue Huang, Xiangyang Xue:
Harnessing Synthesized Abstraction Images to Improve Facial Attribute Recognition. 733-740
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Xiangteng He, Yuxin Peng, Junjie Zhao:
StackDRL: Stacked Deep Reinforcement Learning for Fine-grained Visual Categorization. 741-747
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Kuang-Jui Hsu, Yen-Yu Lin, Yung-Yu Chuang:
Co-attention CNNs for Unsupervised Object Co-segmentation. 748-756
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  - conf/ijcai/HuangXN18
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Zhongyue Huang, Jingwei Xu, Bingbing Ni:
Human Motion Generation via Cross-Space Constrained Sampling. 757-763
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Wei Ji, Xi Li, Yueting Zhuang, Omar El Farouk Bourahla, Yixin Ji, Shihao Li, Jiabao Cui:
Semantic Locality-Aware Deformable Network for Clothing Segmentation. 764-770
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  - conf/ijcai/Jiang0HT018
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Junjun Jiang, Yi Yu, Jinhui Hu, Suhua Tang, Jiayi Ma:
Deep CNN Denoiser and Multi-layer Neighbor Component Embedding for Face Hallucination. 771-778
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Aishi Li, Ming Yang, Wanqi Yang:
Feature Integration with Adaptive Importance Maps for Visual Tracking. 779-785
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Chao Li, Qiaoyong Zhong, Di Xie, Shiliang Pu:
Co-occurrence Feature Learning from Skeleton Data for Action Recognition and Detection with Hierarchical Aggregation. 786-792
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Nannan Li, Zhenzhong Chen:
Image Cationing with Visual-Semantic LSTM. 793-799
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Xuelong Li, Jian Yang, Qi Wang:
Nonrigid Points Alignment with Soft-weighted Selection. 800-806
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Yang Li, Kan Li, Xinxin Wang:
Deeply-Supervised CNN Model for Action Recognition with Trainable Feature Aggregation. 807-813
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  - conf/ijcai/LinLZHN18
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Chen Lin, Zhouyingcheng Liao, Peng Zhou, Jianguo Hu, Bingbing Ni:
Live Face Verification with Multiple Instantialized Local Homographic Parameterization. 814-820
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Anan Liu, Ning Xu, Hanwang Zhang, Weizhi Nie, Yuting Su, Yongdong Zhang:
Multi-Level Policy and Reward Reinforcement Learning for Image Captioning. 821-827
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Anan Liu, Shu Xiang, Wenhui Li, Weizhi Nie, Yuting Su:
Cross-Domain 3D Model Retrieval via Visual Domain Adaption. 828-834
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Decheng Liu, Nannan Wang, Chunlei Peng, Jie Li, Xinbo Gao:
Deep Attribute Guided Representation for Heterogeneous Face Recognition. 835-841
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Ding Liu, Bihan Wen, Xianming Liu, Zhangyang Wang, Thomas S. Huang:
When Image Denoising Meets High-Level Vision Tasks: A Deep Learning Approach. 842-848
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Lingbo Liu, Hongjun Wang, Guanbin Li, Wanli Ouyang, Liang Lin:
Crowd Counting using Deep Recurrent Spatial-Aware Network. 849-855
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Weiquan Liu, Xuelun Shen, Cheng Wang, Zhihong Zhang, Chenglu Wen, Jonathan Li:
H-Net: Neural Network for Cross-domain Image Patch Matching. 856-863
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Yun Liu, Peng-Tao Jiang, Vahan Petrosyan, Shi-Jie Li, Jiawang Bian, Le Zhang, Ming-Ming Cheng:
DEL: Deep Embedding Learning for Efficient Image Segmentation. 864-870
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Yuqing Ma, Yue He, Fan Ding, Sheng Hu, Jun Li, Xianglong Liu:
Progressive Generative Hashing for Image Retrieval. 871-877
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  - conf/ijcai/ParkYBCP18
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David Keetae Park, Seungjoo Yoo, Hyojin Bahng, Jaegul Choo, Noseong Park:
MEGAN: Mixture of Experts of Generative Adversarial Networks for Multimodal Image Generation. 878-884
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  - conf/ijcai/PuZL18
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Junfu Pu, Wengang Zhou, Houqiang Li:
Dilated Convolutional Network with Iterative Optimization for Continuous Sign Language Recognition. 885-891
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  - conf/ijcai/QiPY18
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Jinwei Qi, Yuxin Peng, Yuxin Yuan:
Cross-media Multi-level Alignment with Relation Attention Network. 892-898
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  - conf/ijcai/SongZGLS18
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Jingkuan Song, Jingqiu Zhang, Lianli Gao, Xianglong Liu, Heng Tao Shen:
Dual Conditional GANs for Face Aging and Rejuvenation. 899-905
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Jingkuan Song, Pengpeng Zeng, Lianli Gao, Heng Tao Shen:
From Pixels to Objects: Cubic Visual Attention for Visual Question Answering. 906-912
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  - conf/ijcai/SuLLN18
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Yuting Su, Wenhui Li, Anan Liu, Weizhi Nie:
Hierarchical Graph Structure Learning for Multi-View 3D Model Retrieval. 913-919
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  - conf/ijcai/SunRLSZ18
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Danyang Sun, Tongzheng Ren, Chongxuan Li, Hang Su, Jun Zhu:
Learning to Write Stylized Chinese Characters by Reading a Handful of Examples. 920-927
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Tiezhu Sun, Wei Zhang, Zhi-Jie Wang, Lin Ma, Zequn Jie:
Image-level to Pixel-wise Labeling: From Theory to Practice. 928-934
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  - conf/ijcai/TangMLZ18
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Yongyi Tang, Lin Ma, Wei Liu, Wei-Shi Zheng:
Long-Term Human Motion Prediction by Modeling Motion Context and Enhancing Motion Dynamics. 935-941
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  - conf/ijcai/TianPZZM18
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Yu Tian, Xi Peng, Long Zhao, Shaoting Zhang, Dimitris N. Metaxas:
CR-GAN: Learning Complete Representations for Multi-view Generation. 942-948