ACM MM

Few-Shot Fine-Grained Action Recognition via Bidirectional Attention and Contrastive Meta-Learning

Jiahao Wang, Yunhong Wang, Sheng Liu, Annan Li

Comments Accepted in ACM Multimedia 2021

MMOCR: A Comprehensive Toolbox for Text Detection, Recognition and Understanding

Zhanghui Kuang, Hongbin Sun, Zhizhong Li, Xiaoyu Yue, Tsui Hin Lin, Jianyong Chen, Huaqiang Wei, Yiqin Zhu, Tong Gao, Wenwei Zhang, Kai Chen, Wayne Zhang, Dahua Lin

Comments Accepted to ACM MM (Open Source Competition Track)

Focusing on Persons: Colorizing Old Images Learning from Modern Historical Movies

Xin Jin, Zhonglan Li, Ke Liu, Dongqing Zou, Xiaodong Li, Xingfan Zhu, Ziyin Zhou, Qilong Sun, Qingyu Liu

Comments ACM Multimedia 2021 Industrial Track

Joint Optimization in Edge-Cloud Continuum for Federated Unsupervised Person Re-identification

Weiming Zhuang, Yonggang Wen, Shuai Zhang

Comments ACMMM'21

Disentangling Hate in Online Memes

Rui Cao, Ziqing Fan, Roy Ka-Wei Lee, Wen-Haw Chong, Jing Jiang

Comments Paper accepted in ACM Multimedia 2021

Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)

Yunzhong Hou, Liang Zheng

Comments ACM MM 2021

iButter: Neural Interactive Bullet Time Generator for Human Free-viewpoint Rendering

Liao Wang, Ziyu Wang, Pei Lin, Yuheng Jiang, Xin Suo, Minye Wu, Lan Xu, Jingyi Yu

Comments Accepted by ACM MM 2021

Recursive Fusion and Deformable Spatiotemporal Attention for Video Compression Artifact Reduction

Minyi Zhao, Yi Xu, Shuigeng Zhou

Comments Accepted by ACM Multimedia 2021

Video Transformer for Deepfake Detection with Incremental Learning

Sohail A. Khan, Hang Dai

Comments Accepted at ACM International Conference on Multimedia, October 20 to 24, 2021, Virtual Event, China

Multi-Source Fusion and Automatic Predictor Selection for Zero-Shot Video Object Segmentation

Xiaoqi Zhao, Youwei Pang, Jiaxing Yang, Lihe Zhang, Huchuan Lu

Comments This work was accepted as ACM MM 2021 oral

Learning Deep Multimodal Feature Representation with Asymmetric Multi-layer Fusion

Yikai Wang, Fuchun Sun, Ming Lu, Anbang Yao

Comments ACMMM 2020 (2020.3)

Self-supervised Consensus Representation Learning for Attributed Graph

Changshu Liu, Liangjian Wen, Zhao Kang, Guangchun Luo, Ling Tian

Comments Accepted by ACM Multimedia 2021

FoodLogoDet-1500: A Dataset for Large-Scale Food Logo Detection via Multi-Scale Feature Decoupling Network

Qiang Hou, Weiqing Min, Jing Wang, Sujuan Hou, Yuanjie Zheng, Shuqiang Jiang

Comments This paper has been accepted to ACM MM 2021. The FoodLogoDet-1500, see https://github.com/hq03/FoodLogoDet-1500-Dataset

Learning Multi-Granular Spatio-Temporal Graph Network for Skeleton-based Action Recognition

Tailin Chen, Desen Zhou, Jian Wang, Shidong Wang, Yu Guan, Xuming He, Errui Ding

Comments Accepted by ACM MM'21

Discriminative Latent Semantic Graph for Video Captioning

Yang Bai, Junyan Wang, Yang Long, Bingzhang Hu, Yang Song, Maurice Pagnucco, Yu Guan

Comments accepted by ACM MM 2021

Enhancing Knowledge Tracing via Adversarial Training

Xiaopeng Guo, Zhijie Huang, Jie Gao, Mingyu Shang, Maojing Shu, Jun Sun

Comments Accepted by ACM MM 2021

Hierarchical View Predictor: Unsupervised 3D Global Feature Learning through Hierarchical Prediction among Unordered Views

Zhizhong Han, Xiyang Wang, Yu-Shen Liu, Matthias Zwicker

Comments To appear at ACMMM 2021

Skeleton-Contrastive 3D Action Representation Learning

Fida Mohammad Thoker, Hazel Doughty, Cees G. M. Snoek

Comments Accepted in ACM Multimedia 2021

From Voxel to Point: IoU-guided 3D Object Detection for Point Cloud with Voxel-to-Point Decoder

Jiale Li, Hang Dai, Ling Shao, Yong Ding

Comments This is a pre-print of our paper published in proceedings of the 29th ACM International Conference on Multimedia (MM'21)

Anchor-free 3D Single Stage Detector with Mask-Guided Attention for Point Cloud

Jiale Li, Hang Dai, Ling Shao, Yong Ding

Comments This is a pre-print of our paper published in proceedings of the 29th ACM International Conference on Multimedia (MM'21)

An EM Framework for Online Incremental Learning of Semantic Segmentation

Shipeng Yan, Jiale Zhou, Jiangwei Xie, Songyang Zhang, Xuming He

Comments Accepted by ACM MM'21

ZiGAN: Fine-grained Chinese Calligraphy Font Generation via a Few-shot Style Transfer Approach

Qi Wen, Shuang Li, Bingfeng Han, Yi Yuan

Comments Accepted at ACM MM 2021

Unsupervised Portrait Shadow Removal via Generative Priors

Yingqing He, Yazhou Xing, Tianjia Zhang, Qifeng Chen

Comments Accepted to ACM MM 2021 (Oral). Code is available at: https://github.com/YingqingHe/Shadow-Removal-via-Generative-Priors

HetEmotionNet: Two-Stream Heterogeneous Graph Recurrent Neural Network for Multi-modal Emotion Recognition

Ziyu Jia, Youfang Lin, Jing Wang, Zhiyang Feng, Xiangheng Xie, Caijie Chen

Comments Accepted by ACM MM 2021. The SOLE copyright holder is ACM Multimedia, all rights reserved

Towards Accurate Localization by Instance Search

Yi-Geng Hong, Hui-Chu Xiao, Wan-Lei Zhao

Comments Accepted by ACM MM 2021 as Oral

ChartPointFlow for Topology-Aware 3D Point Cloud Generation

Takumi Kimura, Takashi Matsubara, Kuniaki Uehara

Comments Accepted to ACM International Conference on Multimedia (ACMMM2021) as an oral presentation

Journal ref ACM International Conference on Multimedia (ACMMM2021)

Few-shot Unsupervised Domain Adaptation with Image-to-class Sparse Similarity Encoding

Shengqi Huang, Wanqi Yang, Lei Wang, Luping Zhou, Ming Yang

Comments Proceedings of the 29th ACM International Conference on Multimedia (MM '21)

From Synthetic to Real: Image Dehazing Collaborating with Unlabeled Real Data

Ye Liu, Lei Zhu, Shunda Pei, Huazhu Fu, Jing Qin, Qing Zhang, Liang Wan, Wei Feng

Comments 8 pages, 6 figures, ACMMM 2021

Exploiting BERT For Multimodal Target Sentiment Classification Through Input Space Translation

Zaid Khan, Yun Fu

Comments ACM Multimedia 2021 Oral

Adaptive Normalized Representation Learning for Generalizable Face Anti-Spoofing

Shubao Liu, Ke-Yue Zhang, Taiping Yao, Mingwei Bi, Shouhong Ding, Jilin Li, Feiyue Huang, Lizhuang Ma

Comments accepted on ACM MM 2021