ACM MM - arXivDaily 期刊&会议

1707.08551 2017-08-04 cs.LG cs.DC stat.ML

TensorLayer: A Versatile Library for Efficient Deep Learning Development

Hao Dong, Akara Supratak, Luo Mai, Fangde Liu, Axel Oehmichen, Simiao Yu, Yike Guo

Comments ACM Multimedia 2017

1708.00973 2017-08-04 cs.CV cs.MM

Attention Transfer from Web Images for Video Recognition

Junnan Li, Yongkang Wong, Qi Zhao, Mohan Kankanhalli

Comments ACM Multimedia, 2017

1707.01253 2017-08-01 cs.CV

Laplacian-Steered Neural Style Transfer

Shaohua Li, Xinxing Xu, Liqiang Nie, Tat-Seng Chua

Comments Accepted by the ACM Multimedia Conference (MM) 2017. 9 pages, 65 figures

1501.06262 2017-08-01 cs.CV

3D Human Activity Recognition with Reconfigurable Convolutional Neural Networks

Keze Wang, Xiaolong Wang, Liang Lin, Meng Wang, Wangmeng Zuo

Comments This manuscript has 10 pages with 9 figures, and a preliminary version was published in ACM MM'14 conference

1707.08289 2017-07-27 cs.CV

Fast Deep Matting for Portrait Animation on Mobile Phone

Bingke Zhu, Yingying Chen, Jinqiao Wang, Si Liu, Bo Zhang, Ming Tang

Comments ACM Multimedia Conference (MM) 2017 camera-ready

1707.07539 2017-07-25 stat.ML cs.LG

Exploring Outliers in Crowdsourced Ranking for QoE

Qianqian Xu, Ming Yan, Chendi Huang, Jiechao Xiong, Qingming Huang, Yuan Yao

Comments accepted by ACM Multimedia 2017 (Oral presentation). arXiv admin note: text overlap with arXiv:1407.7636

1707.05691 2017-07-19 cs.CV

Learning Fashion Compatibility with Bidirectional LSTMs

Xintong Han, Zuxuan Wu, Yu-Gang Jiang, Larry S. Davis

Comments ACM MM 17

1110.3109 2017-07-04 cs.CV cs.LG

Robust Image Analysis by L1-Norm Semi-supervised Learning

Zhiwu Lu, Yuxin Peng

Comments This is an extension of our long paper in ACM MM 2012

Journal ref IEEE Trans. Image Processing 24(1): 176-188 (2015)

1706.07525 2017-06-26 cs.CV

Coupled Support Vector Machines for Supervised Domain Adaptation

Hemanth Venkateswara, Prasanth Lade, Jieping Ye, Sethuraman Panchanathan

Comments ACM Multimedia Conference 2015

1604.02182 2017-05-05 cs.CV

Families in the Wild (FIW): Large-Scale Kinship Image Database and Benchmarks

Joseph P. Robinson, Ming Shao, Yue Wu, Yun Fu

Journal ref ACM MM (2016) 242-246

1704.01262 2017-04-06 cs.CV

Investigating Human Factors in Image Forgery Detection

Parag S. Chandakkar, Baoxin Li

Comments ACM MM 2014

1608.08139 2017-03-06 cs.IR cs.CV

Where is my Phone ? Personal Object Retrieval from Egocentric Images

Cristian Reyes, Eva Mohedano, Kevin McGuinness, Noel E. O'Connor, Xavier Giro-i-Nieto

Comments Lifelogging Tools and Applications Workshop (LTA'16) at ACM Multimedia 2016

1605.01600 2016-11-23 cs.CV cs.HC cs.MM

AVEC 2016 - Depression, Mood, and Emotion Recognition Workshop and Challenge

Michel Valstar, Jonathan Gratch, Bjorn Schuller, Fabien Ringeval, Denis Lalanne, Mercedes Torres Torres, Stefan Scherer, Guiota Stratou, Roddy Cowie, Maja Pantic

Comments Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge, AVEC'16, co-located with the 24th ACM International Conference on Multimedia, MM 2016, pages 3-10, Amsterdam, The Netherlands, October 2016. ACM

1511.07376 2016-10-18 cs.DC cs.CV

CNNdroid: GPU-Accelerated Execution of Trained Deep Convolutional Neural Networks on Android

Seyyed Salar Latifi Oskouei, Hossein Golestani, Matin Hashemi, Soheil Ghiasi

Journal ref Proceedings of the 2016 ACM Multimedia Conference, Open Source Software Track, pages 1201-1205, October 2016

1609.06018 2016-09-21 cs.CV cs.MM

Deep CTR Prediction in Display Advertising

Junxuan Chen, Baigui Sun, Hao Li, Hongtao Lu, Xian-Sheng Hua

Comments This manuscript is the accepted version for ACM Multimedia Conference 2016

1608.07365 2016-08-29 cs.CV

Scalable Compression of Deep Neural Networks

Xing Wang, Jie Liang

Comments 5 pages, 4 figures, ACM Multimedia 2016

1608.06197 2016-08-23 cs.CV

CrowdNet: A Deep Convolutional Network for Dense Crowd Counting

Lokesh Boominathan, Srinivas S S Kruthiventi, R. Venkatesh Babu

Comments Accepted at ACM Multimedia (MM) 2016

1608.05177 2016-08-19 cs.CV

Deeply-Supervised Recurrent Convolutional Neural Network for Saliency Detection

Youbao Tang, Xiangqian Wu, Wei Bu

Comments 5 pages, 5 figures, accepted by ACMMM 2016

1608.03932 2016-08-16 cs.CV

Human Pose Estimation from Depth Images via Inference Embedded Multi-task Learning

Keze Wang, Shengfu Zhai, Hui Cheng, Xiaodan Liang, Liang Lin

Comments To appear in ACM Multimedia 2016, full paper (oral), 10 pages, 11 figures

1608.03369 2016-08-12 cs.CV

Enabling My Robot To Play Pictionary : Recurrent Neural Networks For Sketch Recognition

Ravi Kiran Sarvadevabhatla, Jogendra Kundu, Babu R. Venkatesh

Comments Accepted at ACMMM 2016. Code and models at https://github.com/val-iisc/sketch-object-recognition

1608.02289 2016-08-09 cs.CV cs.CL cs.MM

Detecting Sarcasm in Multimodal Social Platforms

Rossano Schifanella, Paloma de Juan, Joel Tetreault, Liangliang Cao

Comments 10 pages, 3 figures, final version published in the Proceedings of ACM Multimedia 2016

1608.01471 2016-08-05 cs.CV

UnitBox: An Advanced Object Detection Network

Jiahui Yu, Yuning Jiang, Zhangyang Wang, Zhimin Cao, Thomas Huang

Comments To appear in ACM MM 2016, 5 pages, 6 figures

1605.02766 2016-08-03 cs.LG cs.CV cs.NE

LightNet: A Versatile, Standalone Matlab-based Environment for Deep Learning

Chengxi Ye, Chen Zhao, Yezhou Yang, Cornelia Fermuller, Yiannis Aloimonos

Comments Accepted to ACM MULTIMEDIA 2016 Open Source Software Competition

1608.00462 2016-08-02 cs.CY cs.SI physics.soc-ph

Are Safer Looking Neighborhoods More Lively? A Multimodal Investigation into Urban Life

Marco De Nadai, Radu L. Vieriu, Gloria Zen, Stefan Dragicevic, Nikhil Naik, Michele Caraviello, Cesar A. Hidalgo, Nicu Sebe, Bruno Lepri

Comments To appear in the Proceedings of ACM Multimedia Conference (MM), 2016. October 15 - 19, 2016, Amsterdam, Netherlands

1607.08764 2016-08-01 cs.CV

SwiDeN : Convolutional Neural Networks For Depiction Invariant Object Recognition

Ravi Kiran Sarvadevabhatla, Shiv Surya, Srinivas S S Kruthiventi, Venkatesh Babu R

Comments Accepted at ACMMM 2016. The first two authors contributed equally. Code and models at https://github.com/val-iisc/swiden

1606.07908 2016-07-27 cs.MM cs.AI cs.SD

Label Tree Embeddings for Acoustic Scene Classification

Huy Phan, Lars Hertel, Marco Maass, Philipp Koch, Alfred Mertins

Comments to appear in the Proceedings of ACM Multimedia 2016 (ACMMM 2016)

1604.01335 2016-07-21 cs.CV cs.AI cs.MM

Deep Cross Residual Learning for Multitask Visual Recognition

Brendan Jou, Shih-Fu Chang

Comments 10 pages, 6 figures, To appear in ACM Multimedia

1604.00790 2016-07-21 cs.CV cs.CL cs.MM

Image Captioning with Deep Bidirectional LSTMs

Cheng Wang, Haojin Yang, Christian Bartz, Christoph Meinel

Comments accepted by ACMMM 2016 as full paper and oral presentation

1607.04378 2016-07-18 cs.SD cs.MM

DCAR: A Discriminative and Compact Audio Representation to Improve Event Detection

Liping Jing, Bo Liu, Jaeyoung Choi, Adam Janin, Julia Bernd, Michael W. Mahoney, Gerald Friedland

Comments An abbreviated version of this paper will be published in ACM Multimedia 2016

1607.03401 2016-07-13 cs.HC cs.LG cs.MM

Parsimonious Mixed-Effects HodgeRank for Crowdsourced Preference Aggregation

Qianqian Xu, Jiechao Xiong, Xiaochun Cao, Yuan Yao

Comments 10 pages, ACM Multimedia (full paper) accepted