ACM MM

Alleviating Feature Confusion for Generative Zero-shot Learning

Jingjing Li, Mengmeng Jing, Ke Lu, Lei Zhu, Yang Yang, Zi Huang

Comments Our codes can be found at github.com/lijin118/AFC-GAN

Journal ref ACM Multimedia 2019

Improving the Learning of Multi-column Convolutional Neural Network for Crowd Counting

Zhi-Qi Cheng, Jun-Xiu Li, Qi Dai, Xiao Wu, Jun-Yan He, Alexander Hauptmann

Comments ACM Multimedia 2019

PDANet: Polarity-consistent Deep Attention Network for Fine-grained Visual Emotion Regression

Sicheng Zhao, Zizhou Jia, Hui Chen, Leida Li, Guiguang Ding, Kurt Keutzer

Comments Accepted by ACM Multimedia 2019

Knowledge-guided Pairwise Reconstruction Network for Weakly Supervised Referring Expression Grounding

Xuejing Liu, Liang Li, Shuhui Wang, Zheng-Jun Zha, Li Su, Qingming Huang

Comments Accepted by ACMMM 2019. arXiv admin note: text overlap with arXiv:1908.10568

Multi-level Attention network using text, audio and video for Depression Prediction

Anupama Ray, Siddharth Kumar, Rutvik Reddy, Prerana Mukherjee, Ritu Garg

Comments in Proceedings of the 9th International Workshop on Audio/Visual Emotion Challenge, AVEC 2019, ACM Multimedia Workshop, Nice, France

Scraping Social Media Photos Posted in Kenya and Elsewhere to Detect and Analyze Food Types

Kaihong Wang, Mona Jalal, Sankara Jefferson, Yi Zheng, Elaine O. Nsoesie, Margrit Betke

Comments Another version of the paper was submitted to the ACM International Conference on Multimedia (ACMMM2019)

TGG: Transferable Graph Generation for Zero-shot and Few-shot Learning

Chenrui Zhang, Xiaoqing Lyu, Zhi Tang

Comments ACM Multimedia 2019 paper

Heterogeneous Domain Adaptation via Soft Transfer Network

Yuan Yao, Yu Zhang, Xutao Li, Yunming Ye

Comments Accepted by ACM Multimedia (ACM MM) 2019

Mocycle-GAN: Unpaired Video-to-Video Translation

Yang Chen, Yingwei Pan, Ting Yao, Xinmei Tian, Tao Mei

Comments Accepted as a full paper for ACMMM 2019

Who, Where, and What to Wear? Extracting Fashion Knowledge from Social Media

Yunshan Ma, Xun Yang, Lizi Liao, Yixin Cao, Tat-Seng Chua

Comments 9 pages, 8 figures, ACMMM 2019

Outfit Compatibility Prediction and Diagnosis with Multi-Layered Comparison Network

Xin Wang, Bo Wu, Yun Ye, Yueqi Zhong

Comments 9 pages, 6 figures, Proceedings of the 27th ACM International Conference on Multimedia

User Diverse Preference Modeling by Multimodal Attentive Metric Learning

Fan Liu, Zhiyong Cheng, Changchang Sun, Yinglong Wang, Liqiang Nie, Mohan Kankanhalli

Comments Accepted by ACM Multimedia 2019 as a full paper

Preserving Semantic and Temporal Consistency for Unpaired Video-to-Video Translation

Kwanyong Park, Sanghyun Woo, Dahun Kim, Donghyeon Cho, In So Kweon

Comments Accepted by ACM Multimedia(ACM MM) 2019

daBNN: A Super Fast Inference Framework for Binary Neural Networks on ARM devices

Jianhao Zhang, Yingwei Pan, Ting Yao, He Zhao, Tao Mei

Comments Accepted by 2019 ACMMM Open Source Software Competition. Source code: https://github.com/JDAI-CV/dabnn

A Single-Shot Arbitrarily-Shaped Text Detector based on Context Attended Multi-Task Learning

Pengfei Wang, Chengquan Zhang, Fei Qi, Zuming Huang, Mengyi En, Junyu Han, Jingtuo Liu, Errui Ding, Guangming Shi

Comments 9 pages, 6 figures, 7 tables, To appear in ACM Multimedia 2019

Journal ref In Proceedings of the 27th ACM International Conference on Multimedia (MM '19), October 21-25, 2019, Nice, France

Unpaired Cross-lingual Image Caption Generation with Self-Supervised Rewards

Yuqing Song, Shizhe Chen, Yida Zhao, Qin Jin

Comments Accepted by ACMMM 2019

What Makes Natural Scene Memorable?

Jiaxin Lu, Mai Xu, Ren Yang, Zulin Wang

Comments Accepted to ACM MM Workshops

Journal ref Proceedings of the 2018 Workshop on Understanding Subjective Attributes of Data, with the Focus on Evoked Emotions

Automatic Fashion Knowledge Extraction from Social Media

Yunshan Ma, Lizi Liao, Tat-Seng Chua

Comments 2 pages, 4 figures, ACMMM 2019 Demo

GroundNet: Monocular Ground Plane Normal Estimation with Geometric Consistency

Yunze Man, Xinshuo Weng, Xi Li, Kris Kitani

Comments Camera Ready for ACM MM 2019

Dense Feature Aggregation and Pruning for RGBT Tracking

Yabin Zhu, Chenglong Li, Bin Luo, Jin Tang, Xiao Wang

Comments arXiv admin note: text overlap with arXiv:1811.09855

Journal ref ACM International Conference on Multimedia.2019

The VIA Annotation Software for Images, Audio and Video

Abhishek Dutta, Andrew Zisserman

Comments to appear in Proceedings of the 27th ACM International Conference on Multimedia (MM '19), October 21-25, 2019, Nice, France. ACM, New York, NY, USA, 4 pages

Editing Text in the Wild

Liang Wu, Chengquan Zhang, Jiaming Liu, Junyu Han, Jingtuo Liu, Errui Ding, Xiang Bai

Comments accepted by ACM MM 2019

Data Priming Network for Automatic Check-Out

Congcong Li, Dawei Du, Libo Zhang, Tiejian Luo, Yanjun Wu, Qi Tian, Longyin Wen, Siwei Lyu

Comments Accepted to ACM MM 2019

MetaAdvDet: Towards Robust Detection of Evolving Adversarial Attacks

Chen Ma, Chenxu Zhao, Hailin Shi, Li Chen, Junhai Yong, Dan Zeng

Comments 10 pages, 2 figures, accepted as the conference paper of Proceedings of the 27th ACM International Conference on Multimedia (MM'19)

Aligning Linguistic Words and Visual Semantic Units for Image Captioning

Longteng Guo, Jing Liu, Jinhui Tang, Jiangwei Li, Wei Luo, Hanqing Lu

Comments 8 pages, 5 figures. Accepted by ACM MM 2019

Robust Subspace Discovery by Block-diagonal Adaptive Locality-constrained Representation

Zhao Zhang, Jiahuan Ren, Sheng Li, Richang Hong, Zhengjun Zha, Meng Wang

Comments accepted by ACM Multimedia 2019

Informative Visual Storytelling with Cross-modal Rules

Jiacheng Li, Haizhou Shi, Siliang Tang, Fei Wu, Yueting Zhuang

Comments 9 pages, to appear in ACM Multimedia 2019

GP-GAN: Towards Realistic High-Resolution Image Blending

Huikai Wu, Shuai Zheng, Junge Zhang, Kaiqi Huang

Comments Accepted by ACMMM 2019. The source code is available in https://github.com/wuhuikai/GP-GAN and there's also an online demo in http://wuhuikai.me/DeepJS

Aesthetic Attributes Assessment of Images

Xin Jin, Le Wu, Geng Zhao, Xiaodong Li, Xiaokun Zhang, Shiming Ge, Dongqing Zou, Bin Zhou, Xinghui Zhou

Comments to appear in ACM MM 2019, camera ready version

Adapting Computer Vision Algorithms for Omnidirectional Video

Hannes Fassold

Comments Accepted for 27th ACM International Conference on Multimedia (ACMM MM 2019, Nice, France)