ACM MM

BridgeNet: A Joint Learning Network of Depth Map Super-Resolution and Monocular Depth Estimation

Qi Tang, Runmin Cong, Ronghui Sheng, Lingzhi He, Dan Zhang, Yao Zhao, Sam Kwong

Comments 10 pages, 7 figures, Accepted by ACM MM 2021

Is Someone Speaking? Exploring Long-term Temporal Features for Audio-visual Active Speaker Detection

Ruijie Tao, Zexu Pan, Rohan Kumar Das, Xinyuan Qian, Mike Zheng Shou, Haizhou Li

Comments ACM Multimedia 2021

Domain-Aware SE Network for Sketch-based Image Retrieval with Multiplicative Euclidean Margin Softmax

Peng Lu, Gao Huang, Hangyu Lin, Wenming Yang, Guodong Guo, Yanwei Fu

Comments Accepted in ACMMM 21

Joint Implicit Image Function for Guided Depth Super-Resolution

Jiaxiang Tang, Xiaokang Chen, Gang Zeng

Comments Accepted by ACM MM 2021

UACANet: Uncertainty Augmented Context Attention for Polyp Segmentation

Taehun Kim, Hyemin Lee, Daijin Kim

Comments 9 pages, 6 figures, 4 tables. To appear in the Proceedings of the 29th ACM International Conference on Multimedia (ACM MM '21), October 20-24, 2021, Chengdu, China. DOI will be added soon

Mining Latent Structures for Multimedia Recommendation

Jinghao Zhang, Yanqiao Zhu, Qiang Liu, Shu Wu, Shuhui Wang, Liang Wang

Comments Accepted to ACM Multimedia 2021. Authors' version

SOGAN: 3D-Aware Shadow and Occlusion Robust GAN for Makeup Transfer

Yueming Lyu, Jing Dong, Bo Peng, Wei Wang, Tieniu Tan

Comments Accepted by ACM MM 2021

Towards Cross-Granularity Few-Shot Learning: Coarse-to-Fine Pseudo-Labeling with Visual-Semantic Meta-Embedding

Jinhai Yang, Hua Yang, Lin Chen

Comments Accepted by ACM MM 2021

DAWN: Dynamic Adversarial Watermarking of Neural Networks

Sebastian Szyller, Buse Gul Atli, Samuel Marchal, N. Asokan

Comments Shorter version of this work to appear in Proceedings of the ACM Multimedia 2021; 16 pages, 3 figures

Contrastive Learning for Cold-Start Recommendation

Yinwei Wei, Xiang Wang, Qi Li, Liqiang Nie, Yan Li, Xuanping Li, Tat-Seng Chua

Comments Accepted by ACM Multimedia 2021

HAT: Hierarchical Aggregation Transformers for Person Re-identification

Guowen Zhang, Pingping Zhang, Jinqing Qi, Huchuan Lu

Comments This work has been accepted by ACM International Conference on Multimedia 2021

ReLLIE: Deep Reinforcement Learning for Customized Low-Light Image Enhancement

Rongkai Zhang, Lanqing Guo, Siyu Huang, Bihan Wen

Comments Accepted by ACM MM 2021

Mitigating Generation Shifts for Generalized Zero-Shot Learning

Zhi Chen, Yadan Luo, Sen Wang, Ruihong Qiu, Jingjing Li, Zi Huang

Comments ACM Multimedia 2021

Cross-View Exocentric to Egocentric Video Synthesis

Gaowen Liu, Hao Tang, Hugo Latapie, Jason Corso, Yan Yan

Comments ACM MM 2021

Face Hallucination via Split-Attention in Split-Attention Network

Tao Lu, Yuanzhi Wang, Yanduo Zhang, Yu Wang, Wei Liu, Zhongyuan Wang, Junjun Jiang

Comments Accepted by ACM MM 2021

Embracing the Dark Knowledge: Domain Generalization Using Regularized Knowledge Distillation

Yufei Wang, Haoliang Li, Lap-pui Chau, Alex C. Kot

Comments Accepted by ACM MM, 2021

Neighbor-Vote: Improving Monocular 3D Object Detection through Neighbor Distance Voting

Xiaomeng Chu, Jiajun Deng, Yao Li, Zhenxun Yuan, Yanyong Zhang, Jianmin Ji, Yu Zhang

Comments Accepted by ACM Multimedia 2021

Depth Quality-Inspired Feature Manipulation for Efficient RGB-D Salient Object Detection

Wenbo Zhang, Ge-Peng Ji, Zhuo Wang, Keren Fu, Qijun Zhao

Comments accepted in ACM MM 2021

Recovering the Unbiased Scene Graphs from the Biased Ones

Meng-Jiun Chiou, Henghui Ding, Hanshu Yan, Changhu Wang, Roger Zimmermann, Jiashi Feng

Comments Accepted by ACMMM 2021. Source code will be available at https://github.com/coldmanck/recovering-unbiased-scene-graphs

SM-SGE: A Self-Supervised Multi-Scale Skeleton Graph Encoding Framework for Person Re-Identification

Haocong Rao, Xiping Hu, Jun Cheng, Bin Hu

Comments Accepted at ACMMM 2021 Main Track. Sole copyright holder is ACMMM. Codes are available at https://github.com/Kali-Hac/SM-SGE

Total Generate: Cycle in Cycle Generative Adversarial Networks for Generating Human Faces, Hands, Bodies, and Natural Scenes

Hao Tang, Nicu Sebe

Comments Accepted to TMM, an extended version of a paper published in ACM MM 2019. arXiv admin note: substantial text overlap with arXiv:1908.00999

Towards Clustering-friendly Representations: Subspace Clustering via Graph Filtering

Zhengrui Ma, Zhao Kang, Guangchun Luo, Ling Tian

Comments Published in ACM Multimedia 2020

Unsupervised Training Data Generation of Handwritten Formulas using Generative Adversarial Networks with Self-Attention

Matthias Springstein, Eric Müller-Budack, Ralph Ewerth

Comments Accepted for publication in: ACM International Conference on Multimedia Retrieval (ICMR) Workshop 2021

Anisotropic Stroke Control for Multiple Artists Style Transfer

Xuanhong Chen, Xirui Yan, Naiyuan Liu, Ting Qiu, Bingbing Ni

Comments ACMMM2020

Journal ref ACM Multimedia 2020

SimSwap: An Efficient Framework For High Fidelity Face Swapping

Renwang Chen, Xuanhong Chen, Bingbing Ni, Yanhao Ge

Comments Accepted by ACMMM 2020

Journal ref Proceedings of the 28th ACM International Conference on Multimedia. 2020

Unsupervised Video Summarization via Multi-source Features

Hussain Kanafani, Junaid Ahmed Ghauri, Sherzod Hakimov, Ralph Ewerth

Comments Accepted for publication at the ACM International Conference on Multimedia Retrieval (ICMR) 2021

HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment

Lingbo Yang, Chang Liu, Pan Wang, Shanshe Wang, Peiran Ren, Siwei Ma, Wen Gao

Comments Published in ACM Multimedia 2020

CrossRoI: Cross-camera Region of Interest Optimization for Efficient Real Time Video Analytics at Scale

Hongpeng Guo, Shuochao Yao, Zhe Yang, Qian Zhou, Klara Nahrstedt

Comments accepted in 12th ACM Multimedia Systems Conference (MMsys 21')

Simultaneous Semantic Alignment Network for Heterogeneous Domain Adaptation

Shuang Li, Binhui Xie, Jiashu Wu, Ying Zhao, Chi Harold Liu, Zhengming Ding

Comments Accepted at ACM MM 2020

Cross-Modal Self-Attention with Multi-Task Pre-Training for Medical Visual Question Answering

Haifan Gong, Guanqi Chen, Sishuo Liu, Yizhou Yu, Guanbin Li

Comments ICMR '21: ACM International Conference on Multimedia Retrieval, Taipei, Taiwan, August 21-24, 2021