ACM MM

Towards Modality Transferable Visual Information Representation with Optimal Model Compression

Rongqun Lin, Linwei Zhu, Shiqi Wang, Sam Kwong

Comments Accepted in ACM Multimedia 2020

Jointly Cross- and Self-Modal Graph Attention Network for Query-Based Moment Localization

Daizong Liu, Xiaoye Qu, Xiao-Yang Liu, Jianfeng Dong, Pan Zhou, Zichuan Xu

Comments Accepted by ACM MM 2020

Efficient Adaptation of Neural Network Filter for Video Compression

Yat-Hong Lam, Alireza Zare, Francesco Cricri, Jani Lainema, Miska Hannuksela

Comments Accepted in ACM Multimedia 2020

Occluded Prohibited Items Detection: an X-ray Security Inspection Benchmark and De-occlusion Attention Module

Yanlu Wei, Renshuai Tao, Zhangjie Wu, Yuqing Ma, Libo Zhang, Xianglong Liu

Comments 9 pages, 7 figures, accepted by ACM Multimedia 2020, data and code are available at https://github.com/OPIXray-author/OPIXray

Identity-Aware Attribute Recognition via Real-Time Distributed Inference in Mobile Edge Clouds

Zichuan Xu, Jiangkai Wu, Qiufen Xia, Pan Zhou, Jiankang Ren, Huizhi Liang

Comments 9 pages, 8 figures, Proceedings of the 28th ACM International Conference on Multimedia (ACM MM'20), Seattle, WA, USA

Defending Adversarial Examples via DNN Bottleneck Reinforcement

Wenqing Liu, Miaojing Shi, Teddy Furon, Li Li

Comments ACM MM 2020 - Full Paper

HOSE-Net: Higher Order Structure Embedded Network for Scene Graph Generation

Meng Wei, Chun Yuan, Xiaoyu Yue, Kuo Zhong

Comments Accepted to ACM MM 2020

Retrieval Guided Unsupervised Multi-domain Image-to-Image Translation

Raul Gomez, Yahui Liu, Marco De Nadai, Dimosthenis Karatzas, Bruno Lepri, Nicu Sebe

Comments Submitted to ACM MM '20, October 12-16, 2020, Seattle, WA, USA

Campus3D: A Photogrammetry Point Cloud Benchmark for Hierarchical Understanding of Outdoor Scene

Xinke Li, Chongshou Li, Zekun Tong, Andrew Lim, Junsong Yuan, Yuwei Wu, Jing Tang, Raymond Huang

Comments Accepted by the 28th ACM International Conference on Multimedia (ACM MM 2020)

Journal ref Proceedings of the 28th ACM International Conference on Multimedia 2020

TextRay: Contour-based Geometric Modeling for Arbitrary-shaped Scene Text Detection

Fangfang Wang, Yifeng Chen, Fei Wu, Xi Li

Comments Accepted to ACM MM 2020

Self-supervised Video Representation Learning Using Inter-intra Contrastive Framework

Li Tao, Xueting Wang, Toshihiko Yamasaki

Comments Accepted by ACMMM 2020. Our project page is at https://bestjuly.github.io/Inter-intra-video-contrastive-learning/

Sharp Multiple Instance Learning for DeepFake Video Detection

Xiaodan Li, Yining Lang, Yuefeng Chen, Xiaofeng Mao, Yuan He, Shuhui Wang, Hui Xue, Quan Lu

Comments Accepted at ACM MM 2020. 11 pages, 8 figures, with appendix

Journal ref Proceedings of the 28th ACM International Conference on Multimedia, 2020

Topic Adaptation and Prototype Encoding for Few-Shot Visual Storytelling

Jiacheng Li, Siliang Tang, Juncheng Li, Jun Xiao, Fei Wu, Shiliang Pu, Yueting Zhuang

Comments ACM Multimedia 2020

Distributed Multi-agent Video Fast-forwarding

Shuyue Lan, Zhilu Wang, Amit K. Roy-Chowdhury, Ermin Wei, Qi Zhu

Comments To appear at ACM Multimedia 2020

Efficient Crowd Counting via Structured Knowledge Transfer

Lingbo Liu, Jiaqi Chen, Hefeng Wu, Tianshui Chen, Guanbin Li, Liang Lin

Comments This paper has been accepted by ACM MM 2020. Our code and models are available at {\url{https://github.com/HCPLab-SYSU/SKT}}

Describe What to Change: A Text-guided Unsupervised Image-to-Image Translation Approach

Yahui Liu, Marco De Nadai, Deng Cai, Huayang Li, Xavier Alameda-Pineda, Nicu Sebe, Bruno Lepri

Comments Submitted to ACM MM '20, October 12-16, 2020, Seattle, WA, USA

Cooperative Bi-path Metric for Few-shot Learning

Zeyuan Wang, Yifan Zhao, Jia Li, Yonghong Tian

Comments 9 pages, 4 figures. Accepted by ACM MultiMedia 2020

Norm-in-Norm Loss with Faster Convergence and Better Performance for Image Quality Assessment

Dingquan Li, Tingting Jiang, Ming Jiang

Comments Accepted by ACM MM 2020, + supplemental materials

Dual In-painting Model for Unsupervised Gaze Correction and Animation in the Wild

Jichao Zhang, Jingjing Chen, Hao Tang, Wei Wang, Yan Yan, Enver Sangineto, Nicu Sebe

Comments Accepted By ACMMM 2020

Single-Shot Two-Pronged Detector with Rectified IoU Loss

Keyang Wang, Lei Zhang

Comments Accepted by ACM MM 2020

MOR-UAV: A Benchmark Dataset and Baselines for Moving Object Recognition in UAV Videos

Murari Mandal, Lav Kush Kumar, Santosh Kumar Vipparthi

Journal ref ACM Multimedia (ACM MM-2020)

Differentiable Manifold Reconstruction for Point Cloud Denoising

Shitong Luo, Wei Hu

Comments This work has been accepted to ACM MM 2020

Pop Music Transformer: Beat-based Modeling and Generation of Expressive Pop Piano Compositions

Yu-Siang Huang, Yi-Hsuan Yang

Comments Accepted at ACM Multimedia 2020

Rethinking Generative Zero-Shot Learning: An Ensemble Learning Perspective for Recognising Visual Patches

Zhi Chen, Sen Wang, Jingjing Li, Zi Huang

Comments ACM MM 2020

Joint Self-Attention and Scale-Aggregation for Self-Calibrated Deraining Network

Cong Wang, Yutong Wu, Zhixun Su, Junyang Chen

Comments Accepted to ACM International Conference on Multimedia (MM'20)

Dual Gaussian-based Variational Subspace Disentanglement for Visible-Infrared Person Re-Identification

Nan Pu, Wei Chen, Yu Liu, Erwin M. Bakker, Michael S. Lew

Comments Accepted by ACM MM 2020 poster. 12 pages, 10 appendixes

Zero-Shot Multi-View Indoor Localization via Graph Location Networks

Meng-Jiun Chiou, Zhenguang Liu, Yifang Yin, Anan Liu, Roger Zimmermann

Comments Accepted at ACM MM 2020. 10 pages, 7 figures. Code and datasets available at https://github.com/coldmanck/zero-shot-indoor-localization-release

Journal ref Proceedings of the 28th ACM International Conference on Multimedia, 2020

Fine-grained Iterative Attention Network for TemporalLanguage Localization in Videos

Xiaoye Qu, Pengwei Tang, Zhikang Zhou, Yu Cheng, Jianfeng Dong, Pan Zhou

Comments ACM MM 2020

Data-driven Meta-set Based Fine-Grained Visual Classification

Chuanyi Zhang, Yazhou Yao, Xiangbo Shu, Zechao Li, Zhenmin Tang, Qi Wu

Comments accepted by ACM MM 2020

Salvage Reusable Samples from Noisy Data for Robust Learning

Zeren Sun, Xian-Sheng Hua, Yazhou Yao, Xiu-Shen Wei, Guosheng Hu, Jian Zhang

Comments accepted by ACM MM 2020