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26th ACM Multimedia 2018: Seoul, Republic of Korea

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Creator: Schloss Dagstuhl - Leibniz Center for Informatics
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> Home > Conferences and Workshops > ACM Multimedia

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Susanne Boll, Kyoung Mu Lee, Jiebo Luo, Wenwu Zhu, Hyeran Byun, Chang Wen Chen, Rainer Lienhart, Tao Mei:
2018 ACM Multimedia Conference on Multimedia Conference, MM 2018, Seoul, Republic of Korea, October 22-26, 2018. ACM 2018, ISBN 978-1-4503-5665-7

FF-1

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Max Mühlhäuser:
Session details: FF-1.
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Chuan-Xiang Li, Zhen-Duo Chen, Peng-Fei Zhang, Xin Luo, Liqiang Nie, Wei Zhang, Xin-Shun Xu:
SCRATCH: A Scalable Discrete Matrix Factorization Hashing for Cross-Modal Retrieval. 1-9
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  - conf/mm/MolinoLT18
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Ana Garcia del Molino, Joo-Hwee Lim, Ah-Hwee Tan:
Predicting Visual Context for Unsupervised Event Segmentation in Continuous Photo-streams. 10-17
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Xingxing Wei, Jun Zhu, Sitong Feng, Hang Su:
Video-to-Video Translation with Global Temporal Consistency. 18-25
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Jinxing Li, Bob Zhang, Guangming Lu, David Zhang:
Shared Linear Encoder-based Gaussian Process Latent Variable Model for Visual Classification. 26-34
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Jia-Xing Zhong, Nannan Li, Weijie Kong, Tao Zhang, Thomas H. Li, Ge Li:
Step-by-step Erasion, One-by-one Collection: A Weakly Supervised Temporal Action Detector. 35-44
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Jianshu Li, Jian Zhao, Yunpeng Chen, Sujoy Roy, Shuicheng Yan, Jiashi Feng, Terence Sim:
Multi-Human Parsing Machines. 45-53
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Xuanyi Dong, Linchao Zhu, De Zhang, Yi Yang, Fei Wu:
Fast Parameter Adaptation for Few-shot Image Captioning and Visual Question Answering. 54-62
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Junbo Wang, Wei Wang, Yan Huang, Liang Wang, Tieniu Tan:
Hierarchical Memory Modelling for Video Captioning. 63-71
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Zheng Wang, Xiang Bai, Mang Ye, Shin'ichi Satoh:
Incremental Deep Hidden Attribute Learning. 72-80
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Huarong Chen, Bin Wang, Tianxiang Pan, Liwang Zhou, Hua Zeng:
CropNet: Real-Time Thumbnailing. 81-89
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Zhi-Qi Cheng, Xiao Wu, Siyu Huang, Jun-Xiu Li, Alexander G. Hauptmann, Qiang Peng:
Learning to Transfer: Generalizable Attribute Learning with Multitask Neural Model Search. 90-98
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  - conf/mm/ZhuWX018
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Yingying Zhu, Jiong Wang, Lingxi Xie, Liang Zheng:
Attention-based Pyramid Aggregation Network for Visual Place Recognition. 99-107
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Changde Du, Changying Du, Hao Wang, Jinpeng Li, Wei-Long Zheng, Bao-Liang Lu, Huiguang He:
Semi-supervised Deep Generative Modelling of Incomplete Multi-Modality Emotional Data. 108-116
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Yuxiao Chen, Jianbo Yuan, Quanzeng You, Jiebo Luo:
Twitter Sentiment Analysis via Bi-sense Emoji Embedding and Attention-based LSTM. 117-125
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Feifei Zhang, Tianzhu Zhang, Qirong Mao, Lingyu Duan, Changsheng Xu:
Facial Expression Recognition in the Wild: A Cycle-Consistent Adversarial Attention Transfer Approach. 126-135
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Runnan Li, Zhiyong Wu, Jia Jia, Jingbei Li, Wei Chen, Helen Meng:
Inferring User Emotive State Changes in Realistic Human-Computer Conversational Dialogs. 136-144
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Zhengzhe Liu, Xiaojuan Qi, Lei Pang:
Self-boosted Gesture Interactive System with ST-Net. 145-153
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  - conf/mm/KosmallaMDK18
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Felix Kosmalla, Christian Murlowski, Florian Daiber, Antonio Krüger:
Slackliner - An Interactive Slackline Training Assistant. 154-162
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Yaoyu Li, Tianzhu Zhang, Lingyu Duan, Changsheng Xu:
A Unified Generative Adversarial Framework for Image Generation and Person Re-identification. 163-172
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  - conf/mm/MahzariNSP18
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Anahita Mahzari, Afshin Taghavi Nasrabadi, Aliehsan Samiei, Ravi Prakash:
FoV-Aware Edge Caching for Adaptive 360° Video Streaming. 173-181

Keynote 1

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Susanne Boll:
Session details: Keynote 1.
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Marianna Obrist:
Don't just Look - Smell, Taste, and Feel the Interaction. 182

FF-2

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Peng Cui:
Session details: FF-2.
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Rui Zhang, Sheng Tang, Yu Li, Junbo Guo, Yongdong Zhang, Jintao Li, Shuicheng Yan:
Style Separation and Synthesis via Generative Adversarial Networks. 183-191
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Hao Xiao, Weiyao Lin, Bin Sheng, Ke Lu, Junchi Yan, Jingdong Wang, Errui Ding, Yihao Zhang, Hongkai Xiong:
Group Re-Identification: Leveraging and Integrating Multi-Grain Information. 192-200
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Xu Gao, Tingting Jiang:
OSMO: Online Specific Models for Occlusion in Multiple Object Tracking under Surveillance Scene. 201-210
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Yuke Li:
Video Forecasting with Forward-Backward-Net: Delving Deeper into Spatiotemporal Consistency. 211-219
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Rui Shao, Xiangyuan Lan, Pong C. Yuen:
Feature Constrained by Pixel: Hierarchical Adversarial Deep Domain Adaptation. 220-228
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Zhixing Chen, Di Huang, Yunhong Wang, Liming Chen:
Fast and Light Manifold CNN based 3D Facial Expression Recognition across Pose Variations. 229-238
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  - conf/mm/SongSCH18
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Xiaomeng Song, Yucheng Shi, Xin Chen, Yahong Han:
Explore Multi-Step Reasoning in Video Question Answering. 239-247
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Shancheng Fang, Hongtao Xie, Zheng-Jun Zha, Nannan Sun, Jianlong Tan, Yongdong Zhang:
Attention and Language Ensemble for Scene Text Recognition with Convolutional Sequence Modeling. 248-256
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Zhaoyang Zhang, Zhanghui Kuang, Ping Luo, Litong Feng, Wei Zhang:
Temporal Sequence Distillation: Towards Few-Frame Action Recognition in Videos. 257-264
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Zhihang Fu, Zhongming Jin, Guo-Jun Qi, Chen Shen, Rongxin Jiang, Yaowu Chen, Xian-Sheng Hua:
Previewer for Multi-Scale Object Detector. 265-273
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Guanshuo Wang, Yufeng Yuan, Xiong Chen, Jiwei Li, Xi Zhou:
Learning Discriminative Features with Multiple Granularities for Person Re-Identification. 274-282
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Guoxiang Qu, Wenwei Zhang, Zhe Wang, Xing Dai, Jianping Shi, Junjun He, Fei Li, Xiulan Zhang, Yu Qiao:
StripNet: Towards Topology Consistent Strip Structure Segmentation. 283-291
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  - conf/mm/AlbanieNVZ18
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Samuel Albanie, Arsha Nagrani, Andrea Vedaldi, Andrew Zisserman:
Emotion Recognition in Speech using Cross-Modal Transfer in the Wild. 292-301
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Can Wang, Shangfei Wang:
Personalized Multiple Facial Action Unit Recognition through Generative Adversarial Recognition Network. 302-310
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  - conf/mm/BeyanSM18
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Cigdem Beyan, Muhammad Shahid, Vittorio Murino:
Investigation of Small Group Social Interactions Using Deep Visual Activity-Based Nonverbal Features. 311-319
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Eugene Yujun Fu, Michael Xuelin Huang, Hong Va Leong, Grace Ngai:
Cross-Species Learning: A Low-Cost Approach to Learning Human Fight from Animal Fight. 320-327
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  - conf/mm/XuSCWKBDLL18
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Qianli Xu, Vigneshwaran Subbaraju, Chee How Cheong, Aijing Wang, Kathleen Kang, Munirah Bashir, Yanhong Dong, Liyuan Li, Joo-Hwee Lim:
Personalized Serious Games for Cognitive Intervention with Lifelog Visual Analytics. 328-336
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  - conf/mm/BolierHBBB18
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Wendy Bolier, Wolfgang Hürst, Guido van Bommel, Joost Bosman, Harriët Bosman:
Drawing in a Virtual 3D Space - Introducing VR Drawing in Elementary School Art Education. 337-345
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  - conf/mm/LovagniniZBH18
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Luca Lovagnini, Wenxiao Zhang, Farshid Hassani Bijarbooneh, Pan Hui:
CIRCE: Real-Time Caching for Instance Recognition on Cloud Environments and Multi-Core Architectures. 346-354
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Wenxiao Zhang, Bo Han, Pan Hui:
Jaguar: Low Latency Mobile Augmented Reality with Flexible Tracking. 355-363

Keynote 2

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Tao Mei:
Session details: Keynote 2.
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Xian-Sheng Hua:
Challenges and Practices of Large Scale Visual Intelligence in the Real-World. 364

Deep-1 (Image Translation)

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Nicu Sebe:
Session details: Deep-1 (Image Translation).
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Yuheng Zhi, Huawei Wei, Bingbing Ni:
Structure Guided Photorealistic Style Transfer. 365-373
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  - conf/mm/YangXW18
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Xuewen Yang, Dongliang Xie, Xin Wang:
Crossing-Domain Generative Adversarial Networks for Unsupervised Multi-Domain Image-to-Image Translation. 374-382
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  - conf/mm/Zhao0C0JF18
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Bo Zhao, Xiao Wu, Zhi-Qi Cheng, Hao Liu, Zequn Jie, Jiashi Feng:
Multi-View Image Generation from a Single-View. 383-391
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Jichao Zhang, Yezhi Shu, Songhua Xu, Gongze Cao, Fan Zhong, Meng Liu, Xueying Qin:
Sparsely Grouped Multi-Task Generative Adversarial Networks for Facial Attribute Manipulation. 392-401

Vision-1 (Machine Learning)

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Jingkuan Song:
Session details: Vision-1 (Machine Learning).
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Jindong Wang, Wenjie Feng, Yiqiang Chen, Han Yu, Meiyu Huang, Philip S. Yu:
Visual Domain Adaptation with Manifold Embedded Distribution Alignment. 402-410
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Zheyan Shen, Peng Cui, Kun Kuang, Bo Li, Peixuan Chen:
Causally Regularized Learning with Agnostic Data Selection Bias. 411-419
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  - conf/mm/LiangWL0W18
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Yanjie Liang, Qiangqiang Wu, Yi Liu, Yan Yan, Hanzi Wang:
Robust Correlation Filter Tracking with Shepherded Instance-Aware Proposals. 420-428
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  - conf/mm/QiYX18
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Fan Qi, Xiaoshan Yang, Changsheng Xu:
A Unified Framework for Multimodal Domain Adaptation. 429-437

Multimedia-1 (Multimedia Recommendation & Discovery)

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Mark Liao:
Session details: Multimedia-1 (Multimedia Recommendation & Discovery).
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  - conf/mm/HidayatiHCHFC18
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Shintami Chusnul Hidayati, Cheng-Chun Hsu, Yu-Ting Chang, Kai-Lung Hua, Jianlong Fu, Wen-Huang Cheng:
What Dress Fits Me Best?: Fashion Recommendation on the Clothing Style for Personal Body Shape. 438-446
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  - conf/mm/HuangQFSX18
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Xiaowen Huang, Shengsheng Qian, Quan Fang, Jitao Sang, Changsheng Xu:
CSAN: Contextual Self-Attention Network for User Sequential Recommendation. 447-455
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Jun Hu, Shengsheng Qian, Quan Fang, Changsheng Xu:
Attentive Interactive Convolutional Matching for Community Question Answering in Social Multimedia. 456-464
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  - conf/mm/GelliU0BC18
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Francesco Gelli, Tiberio Uricchio, Xiangnan He, Alberto Del Bimbo, Tat-Seng Chua:
Beyond the Product: Discovering Image Posts for Brands in Social Media. 465-473

Vision-2 (Object & Scene Understanding)

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Zheng-Jun Zha:
Session details: Vision-2 (Object & Scene Understanding).
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Lishi Zhang, Chenghan Fu, Jia Li:
Collaborative Annotation of Semantic Objects in Images with Multi-granularity Supervisions. 474-482
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Mengyang Pu, Yaping Huang, Qingji Guan, Qi Zou:
GraphNet: Learning Image Pseudo Annotations for Weakly-Supervised Semantic Segmentation. 483-491
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Hengcan Shi, Hongliang Li, Qingbo Wu, Fanman Meng, King N. Ngan:
Boosting Scene Parsing Performance via Reliable Scale Prediction. 492-500
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Fan Zhu, Li Liu, Jin Xie, Fumin Shen, Ling Shao, Yi Fang:
Learning to Synthesize 3D Indoor Scenes from Monocular Images. 501-509

Multimodal-1 (Multimodal Reasoning)

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Xian-Sheng Hua:
Session details: Multimodal-1 (Multimodal Reasoning).
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Chaojun Han, Fumin Shen, Li Liu, Yang Yang, Heng Tao Shen:
Visual Spatial Attention Network for Relationship Detection. 510-518
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Chenfei Wu, Jinlai Liu, Xiaojie Wang, Xuan Dong:
Object-Difference Attention: A Simple Relational Attention for Visual Question Answering. 519-527
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Jinwei Qi, Yuxin Peng, Yunkan Zhuo:
Life-long Cross-media Correlation Learning. 528-536
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Yue Gu, Xinyu Li, Kaixiang Huang, Shiyu Fu, Kangning Yang, Shuhong Chen, Moliang Zhou, Ivan Marsic:
Human Conversation Analysis Using Attentive Multimodal Networks with Hierarchical Encoder-Decoder. 537-545

System-1 (Video Analysis & Streaming)

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Xin Yang:
Session details: System-1 (Video Analysis & Streaming).
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Wentao Liu, Zhengfang Duanmu, Zhou Wang:
End-to-End Blind Quality Assessment of Compressed Videos Using Deep Neural Networks. 546-554
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  - conf/mm/MustafaNH18
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Ibrahim Ben Mustafa, Tamer Nadeem, Emir Halepovic:
FlexStream: Towards Flexible Adaptive Video Streaming on End Devices using Extreme SDN. 555-563
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Lan Xie, Xinggong Zhang, Zongming Guo:
CLS: A Cross-user Learning based System for Improving QoE in 360-degree Video Adaptive Streaming. 564-572
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  - conf/mm/BentalebBHZ18
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Abdelhak Bentaleb, Ali C. Begen, Saad Harous, Roger Zimmermann:
A Distributed Approach for Bitrate Selection in HTTP Adaptive Streaming. 573-581

FF-3

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Zhu Li:
Session details: FF-3.
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Qing Zhang, Ganzhao Yuan, Chunxia Xiao, Lei Zhu, Wei-Shi Zheng:
High-Quality Exposure Correction of Underexposed Photos. 582-590
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Qianqian Xu, Jiechao Xiong, Xinwei Sun, Zhiyong Yang, Xiaochun Cao, Qingming Huang, Yuan Yao:
A Margin-based MLE for Crowdsourced Partial Ranking. 591-599
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Ana Garcia del Molino, Michael Gygli:
PHD-GIFs: Personalized Highlight Detection for Automatic GIF Creation. 600-608
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Lu Pang, Yaowei Wang, Yi-Zhe Song, Tiejun Huang, Yonghong Tian:
Cross-Domain Adversarial Feature Learning for Sketch Re-identification. 609-617
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Quan Chen, Tiezheng Ge, Yanyu Xu, Zhiqiang Zhang, Xinxin Yang, Kun Gai:
Semantic Human Matting. 618-626
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Lingxiao Song, Zhihe Lu, Ran He, Zhenan Sun, Tieniu Tan:
Geometry Guided Adversarial Facial Expression Synthesis. 627-635
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Siqi Wang, Yijie Zeng, Qiang Liu, Chengzhang Zhu, En Zhu, Jianping Yin:
Detecting Abnormality without Knowing Normality: A Two-stage Approach for Unsupervised Video Abnormal Event Detection. 636-644
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Tingting Li, Ruihe Qian, Chao Dong, Si Liu, Qiong Yan, Wenwu Zhu, Liang Lin:
BeautyGAN: Instance-level Facial Makeup Transfer with Deep Generative Adversarial Network. 645-653
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Xianghui Luo, Zhuo Su, Jiaming Guo, Gengwei Zhang, Xiangjian He:
Trusted Guidance Pyramid Network for Human Parsing. 654-662
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Jingjing Li, Lei Zhu, Zi Huang, Ke Lu, Jidong Zhao:
I read, I saw, I tell: Texts Assisted Fine-Grained Visual Classification. 663-671
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Ziwei Wang, Yadan Luo, Yang Li, Zi Huang, Hongzhi Yin:
Look Deeper See Richer: Depth-aware Image Paragraph Captioning. 672-680
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Huaiwen Zhang, Quan Fang, Shengsheng Qian, Changsheng Xu:
Learning Multimodal Taxonomy via Variational Deep Graph Embedding and Clustering. 681-689
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Junyu Gao, Tianzhu Zhang, Changsheng Xu:
Watch, Think and Attend: End-to-End Video Classification via Dynamic Knowledge Evolution Modeling. 690-699
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Yongcheng Liu, Lu Sheng, Jing Shao, Junjie Yan, Shiming Xiang, Chunhong Pan:
Multi-Label Image Classification via Knowledge Distillation from Weakly-Supervised Detection. 700-708
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Jiayu Wang, Wengang Zhou, Jinhui Tang, Zhongqian Fu, Qi Tian, Houqiang Li:
Unregularized Auto-Encoder with Generative Adversarial Networks for Image Generation. 709-717
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Yangbangyan Jiang, Zhiyong Yang, Qianqian Xu, Xiaochun Cao, Qingming Huang:
When to Learn What: Deep Cognitive Subspace Clustering. 718-726
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Wendong Zhang, Feng Gao, Bingbing Ni, Lingyu Duan, Yichao Yan, Jingwei Xu, Xiaokang Yang:
Depth Structure Preserving Scene Image Generation. 727-736
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Jiawei Liu, Zheng-Jun Zha, Hongtao Xie, Zhiwei Xiong, Yongdong Zhang:
CA₃Net: Contextual-Attentional Attribute-Appearance Network for Person Re-Identification. 737-745
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Gusi Te, Wei Hu, Amin Zheng, Zongming Guo:
RGCNN: Regularized Graph CNN for Point Cloud Segmentation. 746-754
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Bin Liu, Yue Cao, Mingsheng Long, Jianmin Wang, Jingdong Wang:
Deep Triplet Quantization. 755-763

Keynote 3

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Jiebo Luo:
Session details: Keynote 3.
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Ernest A. Edmonds:
What has Art Got to do With It? 773

Best Paper Session

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Rainer Lienhart, Tao Mei:
Session details: Best Paper Session.
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Hao Tang, Wei Wang, Dan Xu, Yan Yan, Nicu Sebe:
GestureGAN for Hand Gesture-to-Gesture Translation in the Wild. 774-782
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Bei Liu, Jianlong Fu, Makoto P. Kato, Masatoshi Yoshikawa:
Beyond Narrative Description: Generating Poetry from Images by Multi-Adversarial Training. 783-791
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Jian Zhao, Jianshu Li, Yu Cheng, Terence Sim, Shuicheng Yan, Jiashi Feng:
Understanding Humans in Crowded Scenes: Deep Nested Adversarial Learning and A New Benchmark for Multi-Human Parsing. 792-800
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Lizi Liao, Yunshan Ma, Xiangnan He, Richang Hong, Tat-Seng Chua:
Knowledge-aware Multimodal Dialogue Systems. 801-809

Doctoral Symposium

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Meng Wang:
Session details: Doctoral Symposium.
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Na Zhao:
End2End Semantic Segmentation for 3D Indoor Scenes. 810-814
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  - conf/mm/Kletz18
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Sabrina Kletz:
On Reducing Effort in Evaluating Laparoscopic Skills. 815-819
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  - conf/mm/Hu18
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Tianran Hu:
Decode Human Life from Social Media. 820-824

FF-4

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Wen-Huang Cheng:
Session details: FF-4.
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Yiling Wu, Shuhui Wang, Qingming Huang:
Learning Semantic Structure-preserved Embeddings for Cross-modal Retrieval. 825-833
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Zhendong Mao, Quan Wang, Yongdong Zhang, Bin Wang:
Post Tuned Hashing: A New Approach to Indexing High-dimensional Data. 834-842
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  - conf/mm/LiuWN0CC18
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Meng Liu, Xiang Wang, Liqiang Nie, Qi Tian, Baoquan Chen, Tat-Seng Chua:
Cross-modal Moment Localization in Videos. 843-851
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Zhaoda Ye, Yuxin Peng:
Multi-Scale Correlation for Sequential Cross-modal Hashing Learning. 852-860
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Litao Yu, Yongsheng Gao, Jun Zhou:
Generative Adversarial Product Quantisation. 861-869
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  - conf/mm/DengLT18
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Yubin Deng, Chen Change Loy, Xiaoou Tang:
Aesthetic-Driven Image Enhancement by Adversarial Learning. 870-878
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Kekai Sheng, Weiming Dong, Chongyang Ma, Xing Mei, Feiyue Huang, Bao-Gang Hu:
Attention-based Multi-Patch Aggregation for Image Aesthetic Assessment. 879-886
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  - conf/mm/HeZWWLTC18
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Zheqi He, Yafeng Zhou, Yongtao Wang, Siwei Wang, Xiaoqing Lu, Zhi Tang, Ling Cai:
An End-to-End Quadrilateral Regression Network for Comic Panel Extraction. 887-895
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  - conf/mm/YangCWZLLC18
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Xin Yang, Jinyu Chen, Zhiwei Wang, Qiaozhe Zhang, Wenyu Liu, Chunyuan Liao, Kwang-Ting Cheng:
Monocular Camera Based Real-Time Dense Mapping Using Generative Adversarial Network. 896-904
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Xiaojing Ma, Changming Liu, Sixing Cao, Bin Zhu:
JPEG Decompression in the Homomorphic Encryption Domain. 905-913
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Mengbai Xiao, Shuoqian Wang, Chao Zhou, Li Liu, Zhenhua Li, Yao Liu, Songqing Chen:
MiniView Layout for Bandwidth-Efficient 360-Degree Video. 914-922
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Guoxian Song, Jianfei Cai, Tat-Jen Cham, Jianmin Zheng, Juyong Zhang, Henry Fuchs:
Real-time 3D Face-Eye Performance Capture of a Person Wearing VR Headset. 923-931
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Chen Li, Mai Xu, Xinzhe Du, Zulin Wang:
Bridge the Gap Between VQA and Human Behavior on Omnidirectional Video: A Large-Scale Dataset and a Deep Learning Model. 932-940
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Zongpu Zhang, Yang Hua, Tao Song, Zhengui Xue, Ruhui Ma, Neil Martin Robertson, Haibing Guan:
Tracking-assisted Weakly Supervised Online Visual Object Segmentation in Unconstrained Videos. 941-949
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  - conf/mm/TirupatturRSS18
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Praveen Tirupattur, Yogesh Singh Rawat, Concetto Spampinato, Mubarak Shah:
ThoughtViz: Visualizing Human Thoughts Using Generative Adversarial Network. 950-958
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Xiaoju Zheng, Zheng-Jun Zha, Liansheng Zhuang:
A Feature-Adaptive Semi-Supervised Framework for Co-saliency Detection. 959-966
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  - conf/mm/KunduGVPR18
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Jogendra Nath Kundu, Aditya Ganeshan, Rahul M. V., Aditya Prakash, Venkatesh Babu R.:
iSPA-Net: Iterative Semantic Pose Alignment Network. 967-975
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Litong Feng, Ziyin Li, Zhanghui Kuang, Wei Zhang:
Extractive Video Summarizer with Memory Augmented Neural Networks. 976-983
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  - conf/mm/ZhangCWWC18
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Jing Zhang, Yang Cao, Yang Wang, Chenglin Wen, Chang Wen Chen:
Fully Point-wise Convolutional Neural Network for Modeling Statistical Regularities in Natural Images. 984-992
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Jingjia Huang, Nannan Li, Jia-Xing Zhong, Thomas H. Li, Ge Li:
Online Action Tube Detection via Resolving the Spatio-temporal Context Pattern. 993-1001
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