ACM MM

D-Sempre: Learning Deep Semantic-Preserving Embeddings for User interests-Social Contents Modeling

Shuang Ma, Chang Wen Chen

Comments ACM Multimedia

Face Aging with Contextual Generative Adversarial Nets

Si Liu, Yao Sun, Defa Zhu, Renda Bao, Wei Wang, Xiangbo Shu, Shuicheng Yan

Comments accepted at ACM Multimedia 2017

Time Matters: Multi-scale Temporalization of Social Media Popularity

Bo Wu, Wen-Huang Cheng, Yongdong Zhang, Tao Mei

Comments accepted in ACM Multimedia 2016

Tag Prediction at Flickr: a View from the Darkroom

Kofi Boakye, Sachin Farfade, Hamid Izadinia, Yannis Kalantidis, Pierre Garrigues

Comments Presented at the ACM Multimedia Thematic Workshops, 2017

Fine-grained Discriminative Localization via Saliency-guided Faster R-CNN

Xiangteng He, Yuxin Peng, Junjie Zhao

Comments 9 pages, to appear in ACM MM 2017

Selective Deep Convolutional Features for Image Retrieval

Tuan Hoang, Thanh-Toan Do, Dang-Khoa Le Tan, Ngai-Man Cheung

Comments Accepted to ACM MM 2017

Learning Social Image Embedding with Deep Multimodal Attention Networks

Feiran Huang, Xiaoming Zhang, Zhoujun Li, Tao Mei, Yueying He, Zhonghua Zhao

Journal ref Proceedings of Thematic Workshops of the 25th ACM Multimedia 2017

Single Shot Temporal Action Detection

Tianwei Lin, Xu Zhao, Zheng Shou

Comments ACM Multimedia 2017

Impact of Three-Dimensional Video Scalability on Multi-View Activity Recognition using Deep Learning

Jun-Ho Choi, Manri Cheon, Min-Su Choi, Jong-Seok Lee

Comments Accepted as a Thematic Workshops paper at ACM MM 2017

Query-adaptive Video Summarization via Quality-aware Relevance Estimation

Arun Balajee Vasudevan, Michael Gygli, Anna Volokitin, Luc Van Gool

Comments ACM Multimedia 2017

Modeling the Resource Requirements of Convolutional Neural Networks on Mobile Devices

Zongqing Lu, Swati Rallapalli, Kevin Chan, Thomas La Porta

Journal ref ACM Multimedia 2017

Region-Based Image Retrieval Revisited

Ryota Hinami, Yusuke Matsui, Shin'ichi Satoh

Comments To appear in ACM Multimedia 2017 (Oral)

Modeling Image Virality with Pairwise Spatial Transformer Networks

Abhimanyu Dubey, Sumeet Agarwal

Comments 9 pages, Accepted as a full paper at the ACM Multimedia Conference (MM) 2017

Smart Mirror: Intelligent Makeup Recommendation and Synthesis

Tam V. Nguyen, Luoqi Liu

Comments accepted to ACM MM 2017

Protest Activity Detection and Perceived Violence Estimation from Social Media Images

Donghyeon Won, Zachary C. Steinert-Threlkeld, Jungseock Joo

Comments To appear in Proceedings of the 25th ACM International Conference on Multimedia 2017 (full research paper)

Skeleton-aided Articulated Motion Generation

Yichao Yan, Jingwei Xu, Bingbing Ni, Xiaokang Yang

Comments ACM MM 2017

PQk-means: Billion-scale Clustering for Product-quantized Codes

Yusuke Matsui, Keisuke Ogaki, Toshihiko Yamasaki, Kiyoharu Aizawa

Comments To appear in ACMMM 2017

Multi-modal Conditional Attention Fusion for Dimensional Emotion Prediction

Shizhe Chen, Qin Jin

Comments Appeared at ACM Multimedia 2016

Cross-Domain Image Retrieval with Attention Modeling

Xin Ji, Wei Wang, Meihui Zhang, Yang Yang

Comments 8 pages with an extra reference page

Journal ref 2017 ACM Multimedia Conference

Affect Recognition in Ads with Application to Computational Advertising

Abhinav Shukla, Shruti Shriya Gullapuram, Harish Katti, Karthik Yadati, Mohan Kankanhalli, Ramanathan Subramanian

Comments Accepted at the ACM International Conference on Multimedia (ACM MM) 2017

Predicting Human Intentions from Motion Only: A 2D+3D Fusion Approach

Andrea Zunino, Jacopo Cavazza, Atesh Koul, Andrea Cavallo, Cristina Becchio, Vittorio Murino

Comments accepted as poster at the 25th ACM Multimedia (ACM MM) 2017, Mountain View, California, USA

SketchParse : Towards Rich Descriptions for Poorly Drawn Sketches using Multi-Task Hierarchical Deep Networks

Ravi Kiran Sarvadevabhatla, Isht Dwivedi, Abhijat Biswas, Sahil Manocha, R. Venkatesh Babu

Comments A shorter version of this submission was accepted at ACM Multimedia (ACMMM) 2017. Code, annotated datasets and pre-trained models available at https://github.com/val-iisc/sketch-parse

ChainerCV: a Library for Deep Learning in Computer Vision

Yusuke Niitani, Toru Ogawa, Shunta Saito, Masaki Saito

Comments Accepted to ACM MM 2017 Open Source Software Competition

Deep Binary Reconstruction for Cross-modal Hashing

Xuelong Li, Di Hu, Feiping Nie

Comments 8 pages, 5 figures, accepted by ACM Multimedia 2017

ElasticPlay: Interactive Video Summarization with Dynamic Time Budgets

Haojian Jin, Yale Song, Koji Yatani

Comments ACM Multimedia 2017 preprint

More cat than cute? Interpretable Prediction of Adjective-Noun Pairs

Delia Fernandez, Alejandro Woodward, Victor Campos, Xavier Giro-i-Nieto, Brendan Jou, Shih-Fu Chang

Comments Oral paper at ACM Multimedia 2017 Workshop on Multimodal Understanding of Social, Affective and Subjective Attributes (MUSA2)

Semantic Summarization of Egocentric Photo Stream Events

Aniol Lidon, Marc Bolaños, Mariella Dimiccoli, Petia Radeva, Maite Garolera, Xavier Giró-i-Nieto

Comments Oral paper at the ACM Multimedia 2017 Workshop on Lifelogging Tools and Applications (LTA), Mountain View, California USA. http://lta2017.computing.dcu.ie/

Fluency-Guided Cross-Lingual Image Captioning

Weiyu Lan, Xirong Li, Jianfeng Dong

Comments 9 pages, 2 figures, accepted as ORAL by ACM Multimedia 2017

An evaluation of large-scale methods for image instance and class discovery

Matthijs Douze, Hervé Jégou, Jeff Johnson

Comments Published at ACM Multimedia workshop

Unconstrained Fashion Landmark Detection via Hierarchical Recurrent Transformer Networks

Sijie Yan, Ziwei Liu, Ping Luo, Shi Qiu, Xiaogang Wang, Xiaoou Tang

Comments To appear in ACM Multimedia (ACM MM) 2017 as a full research paper. More details at the project page: http://personal.ie.cuhk.edu.hk/~lz013/projects/UnconstrainedLandmarks.html