ACM MM

Who's Afraid of Adversarial Queries? The Impact of Image Modifications on Content-based Image Retrieval

Zhuoran Liu, Zhengyu Zhao, Martha Larson

Comments To appear at the ACM International Conference on Multimedia Retrieval (ICMR 2019). Our code is available at https://github.com/liuzrcc/PIRE

A Large-scale Varying-view RGB-D Action Dataset for Arbitrary-view Human Action Recognition

Yanli Ji, Feixiang Xu, Yang Yang, Fumin Shen, Heng Tao Shen, Wei-Shi Zheng

Comments Origianl version has been published by ACMMM 2018

ModaNet: A Large-Scale Street Fashion Dataset with Polygon Annotations

Shuai Zheng, Fan Yang, M. Hadi Kiapour, Robinson Piramuthu

Comments Accepted as a full paper for an oral presentation at ACM Multimedia 2018, Seoul, South Korea. ModaNet is only for non-commercial research

PUNCH: Positive UNlabelled Classification based information retrieval in Hyperspectral images

Anirban Santara, Jayeeta Datta, Sourav Sarkar, Ankur Garg, Kirti Padia, Pabitra Mitra

Comments 9 pages, under review at ACMMM-2019

Multi-Label Image Classification via Knowledge Distillation from Weakly-Supervised Detection

Yongcheng Liu, Lu Sheng, Jing Shao, Junjie Yan, Shiming Xiang, Chunhong Pan

Comments accepted by ACM Multimedia 2018, 9 pages, 4 figures, 5 tables

Deep Triplet Quantization

Bin Liu, Yue Cao, Mingsheng Long, Jianmin Wang, Jingdong Wang

Comments Accepted by ACM Multimedia 2018 as oral paper

Real-time 3D Face-Eye Performance Capture of a Person Wearing VR Headset

Guoxian Song, Jianfei Cai, Tat-Jen Cham, Jianmin Zheng, Juyong Zhang, Henry Fuchs

Comments ACM Multimedia Conference 2018

Fluid Annotation: A Human-Machine Collaboration Interface for Full Image Annotation

Mykhaylo Andriluka, Jasper R. R. Uijlings, Vittorio Ferrari

Comments ACM MultiMedia 2018. Live demo is available at fluidann.appspot.com

The Prefetch Aggressiveness Tradeoff in 360$^{\circ}$ Video Streaming

Mathias Almquist, Viktor Almquist, Vengatanathan Krishnamoorthi, Niklas Carlsson, Derek Eager

Comments This paper is an extended version of our original ACM MMSys 2018 paper. Please cite our original paper (with the same title) published in ACM Multimedia Systems (MMSys), Amsterdam, Netherlands, June 2018, pp. 258-269

Style Separation and Synthesis via Generative Adversarial Networks

Rui Zhang, Sheng Tang, Yu Li, Junbo Guo, Yongdong Zhang, Jintao Li, Shuicheng Yan

Journal ref The 26th ACM international conference on Multimedia (ACM MM), 2018, pp. 183-191

QARC: Video Quality Aware Rate Control for Real-Time Video Streaming via Deep Reinforcement Learning

Tianchi Huang, Rui-Xiao Zhang, Chao Zhou, Lifeng Sun

Comments Accepted by ACM Multimedia 2018

Temporal Cross-Media Retrieval with Soft-Smoothing

David Semedo, João Magalhães

Comments To appear in ACM MM 2018

FusedLSTM: Fusing frame-level and video-level features for Content-based Video Relevance Prediction

Yash Bhalgat

Comments Submission report for the ACMMM CBVRP challenge 2018

An Iterative Refinement Approach for Social Media Headline Prediction

Chih-Chung Hsu, Chia-Yen Lee, Ting-Xuan Liao, Jun-Yi Lee, Tsai-Yne Hou, Ying-Chu Kuo, Jing-Wen Lin, Ching-Yi Hsueh, Zhong-Xuan Zhan, Hsiang-Chin Chien

Comments 5 pages, ACM Multimedia Conference 2018

Semantic Human Matting

Quan Chen, Tiezheng Ge, Yanyu Xu, Zhiqiang Zhang, Xinxin Yang, Kun Gai

Comments ACM Multimedia 2018

Context-Dependent Diffusion Network for Visual Relationship Detection

Zhen Cui, Chunyan Xu, Wenming Zheng, Jian Yang

Comments 8 pages, 3 figures, 2018 ACM Multimedia Conference (MM'18)

Deep Priority Hashing

Zhangjie Cao, Ziping Sun, Mingsheng Long, Jianmin Wang, Philip S. Yu

Comments ACMMM 2018 Poster. arXiv admin note: text overlap with arXiv:1702.00758

Attentive Crowd Flow Machines

Lingbo Liu, Ruimao Zhang, Jiefeng Peng, Guanbin Li, Bowen Du, Liang Lin

Comments ACM MM, full paper

Cross-Modal Health State Estimation

Nitish Nag, Vaibhav Pandey, Preston J. Putzel, Hari Bhimaraju, Srikanth Krishnan, Ramesh C. Jain

Comments Accepted to ACM Multimedia 2018 Conference - Brave New Ideas, Seoul, Korea, ACM ISBN 978-1-4503-5665-7/18/10

Journal ref Nitish Nag, Vaibhav Pandey, Preston J. Putzel, Hari Bhimaraju, Srikanth Krishnan, Ramesh C. Jain, 2018 ACM Multimedia Conference (MM '18), October 22--26, 2018, Seoul, Republic of Korea

Webly Supervised Joint Embedding for Cross-Modal Image-Text Retrieval

Niluthpol Chowdhury Mithun, Rameswar Panda, Evangelos E. Papalexakis, Amit K. Roy-Chowdhury

Comments ACM Multimedia 2018

PVNet: A Joint Convolutional Network of Point Cloud and Multi-View for 3D Shape Recognition

Haoxuan You, Yifan Feng, Rongrong Ji, Yue Gao

Comments ACM Multimedia Conference 2018

Causally Regularized Learning with Agnostic Data Selection Bias

Zheyan Shen, Peng Cui, Kun Kuang, Bo Li, Peixuan Chen

Comments Oral paper of 2018 ACM Multimedia Conference (MM'18)

Deep Adaptive Temporal Pooling for Activity Recognition

Sibo Song, Ngai-Man Cheung, Vijay Chandrasekhar, Bappaditya Mandal

Comments Accepted by ACM Multimedia 2018

Context-Aware Visual Policy Network for Sequence-Level Image Captioning

Daqing Liu, Zheng-Jun Zha, Hanwang Zhang, Yongdong Zhang, Feng Wu

Comments 9 pages, 6 figures, ACM MM 2018 oral

Text-to-image Synthesis via Symmetrical Distillation Networks

Mingkuan Yuan, Yuxin Peng

Comments 9 pages, accepted as an oral paper of ACM Multimedia 2018

Fully Point-wise Convolutional Neural Network for Modeling Statistical Regularities in Natural Images

Jing Zhang, Yang Cao, Yang Wang, Chenglin Wen, Chang Wen Chen

Comments 9 pages, 7 figures. To appear in ACM MM 2018

Intrinsic and Extrinsic Motivation Modeling Essential for Multi-Modal Health Recommender Systems

Nitish Nag, Mathias Lux, Ramesh C. Jain

Comments Related to ACM Multimedia HealthMedia Workshop 2018

Support Neighbor Loss for Person Re-Identification

Kai Li, Zhengming Ding, Kunpeng Li, Yulun Zhang, Yun Fu

Comments Accepted by ACM Multimedia (ACM MM) 2018

Emotion Recognition in Speech using Cross-Modal Transfer in the Wild

Samuel Albanie, Arsha Nagrani, Andrea Vedaldi, Andrew Zisserman

Comments Conference paper at ACM Multimedia 2018

Temporal Sequence Distillation: Towards Few-Frame Action Recognition in Videos

Zhaoyang Zhang, Zhanghui Kuang, Ping Luo, Litong Feng, Wei Zhang

Comments Accepted by ACM Multimedia