ACM MM

MFR-Net: Multi-faceted Responsive Listening Head Generation via Denoising Diffusion Model

Jin Liu, Xi Wang, Xiaomeng Fu, Yesheng Chai, Cai Yu, Jiao Dai, Jizhong Han

Comments Accepted by ACM MM 2023

Separate and Locate: Rethink the Text in Text-based Visual Question Answering

Chengyang Fang, Jiangnan Li, Liang Li, Can Ma, Dayong Hu

Comments Accepted by ACM MM 2023

Improving Few-shot Image Generation by Structural Discrimination and Textural Modulation

Mengping Yang, Zhe Wang, Wenyi Feng, Qian Zhang, Ting Xiao

Comments To appear in ACM MM 2023, code is available at https://github.com/kobeshegu/SDTM-GAN-ACMMM-2023

SelfTalk: A Self-Supervised Commutative Training Diagram to Comprehend 3D Talking Faces

Ziqiao Peng, Yihao Luo, Yue Shi, Hao Xu, Xiangyu Zhu, Jun He, Hongyan Liu, Zhaoxin Fan

Comments Accepted by ACM MM 2023

PBFormer: Capturing Complex Scene Text Shape with Polynomial Band Transformer

Ruijin Liu, Ning Lu, Dapeng Chen, Cheng Li, Zejian Yuan, Wei Peng

Comments 9 pages, 8 figures, accepted by ACM MM 2023

TeViS:Translating Text Synopses to Video Storyboards

Xu Gu, Yuchong Sun, Feiyue Ni, Shizhe Chen, Xihua Wang, Ruihua Song, Boyuan Li, Xiang Cao

Comments Accepted to ACM Multimedia 2023

360-Degree Panorama Generation from Few Unregistered NFoV Images

Jionghao Wang, Ziyu Chen, Jun Ling, Rong Xie, Li Song

Comments Accepted to ACM Multimedia 2023 (MM' 23). Code is available: https://github.com/shanemankiw/Panodiff

UMMAFormer: A Universal Multimodal-adaptive Transformer Framework for Temporal Forgery Localization

Rui Zhang, Hongxia Wang, Mingshan Du, Hanqing Liu, Yang Zhou, Qiang Zeng

Comments 11 pages, 8 figures, 66 references. This paper has been accepted for ACM MM 2023

Journal ref Proceedings of the 31st ACM International Conference on Multimedia (MM '23), October 29-November 3, 2023

MM-AU:Towards Multimodal Understanding of Advertisement Videos

Digbalay Bose, Rajat Hebbar, Tiantian Feng, Krishna Somandepalli, Anfeng Xu, Shrikanth Narayanan

Comments Accepted to ACM Multimedia 2023

CLE Diffusion: Controllable Light Enhancement Diffusion Model

Yuyang Yin, Dejia Xu, Chuangchuang Tan, Ping Liu, Yao Zhao, Yunchao Wei

Comments Accepted In Proceedings of the 31st ACM International Conference on Multimedia (MM' 23)

Implicit Obstacle Map-driven Indoor Navigation Model for Robust Obstacle Avoidance

Wei Xie, Haobo Jiang, Shuo Gu, Jin Xie

Comments 9 pages, 7 figures, 43 references. This paper has been accepted for ACM MM 2023

Ground-to-Aerial Person Search: Benchmark Dataset and Approach

Shizhou Zhang, Qingchun Yang, De Cheng, Yinghui Xing, Guoqiang Liang, Peng Wang, Yanning Zhang

Comments Accepted by ACM MM 2023

Exploiting Time-Frequency Conformers for Music Audio Enhancement

Yunkee Chae, Junghyun Koo, Sungho Lee, Kyogu Lee

Comments Accepted by ACM Multimedia 2023

Pareto Invariant Representation Learning for Multimedia Recommendation

Shanshan Huang, Haoxuan Li, Qingsong Li, Chunyuan Zheng, Li Liu

Comments ACM MM 2023 full paper

NPF-200: A Multi-Modal Eye Fixation Dataset and Method for Non-Photorealistic Videos

Ziyu Yang, Sucheng Ren, Zongwei Wu, Nanxuan Zhao, Junle Wang, Jing Qin, Shengfeng He

Comments Accepted by ACM MM 2023

CgT-GAN: CLIP-guided Text GAN for Image Captioning

Jiarui Yu, Haoran Li, Yanbin Hao, Bin Zhu, Tong Xu, Xiangnan He

Comments Accepted at ACM MM 2023

PatchBackdoor: Backdoor Attack against Deep Neural Networks without Model Modification

Yizhen Yuan, Rui Kong, Shenghao Xie, Yuanchun Li, Yunxin Liu

Comments accepted by ACM MM 2023

Joint Local Relational Augmentation and Global Nash Equilibrium for Federated Learning with Non-IID Data

Xinting Liao, Chaochao Chen, Weiming Liu, Pengyang Zhou, Huabin Zhu, Shuheng Shen, Weiqiang Wang, Mengling Hu, Yanchao Tan, Xiaolin Zheng

Comments To appear in ACM International Conference on Multimedia (ACM MM23)

MSECNet: Accurate and Robust Normal Estimation for 3D Point Clouds by Multi-Scale Edge Conditioning

Haoyi Xiu, Xin Liu, Weimin Wang, Kyoung-Sook Kim, Masashi Matsuoka

Comments Accepted for ACM MM 2023

AutoPoster: A Highly Automatic and Content-aware Design System for Advertising Poster Generation

Jinpeng Lin, Min Zhou, Ye Ma, Yifan Gao, Chenxi Fei, Yangjian Chen, Zhang Yu, Tiezheng Ge

Comments Accepted for ACM MM 2023

A Tale of Two Graphs: Freezing and Denoising Graph Structures for Multimodal Recommendation

Xin Zhou, Zhiqi Shen

Comments Accepted to ACM Multimedia (MM) 2023

PMVC: Data Augmentation-Based Prosody Modeling for Expressive Voice Conversion

Yimin Deng, Huaizhen Tang, Xulong Zhang, Jianzong Wang, Ning Cheng, Jing Xiao

Comments Accepted by the 31st ACM International Conference on Multimedia (MM2023)

Improving the Transferability of Adversarial Examples with Arbitrary Style Transfer

Zhijin Ge, Fanhua Shang, Hongying Liu, Yuanyuan Liu, Liang Wan, Wei Feng, Xiaosen Wang

Comments 10 pages, 2 figures, accepted by the 31st ACM International Conference on Multimedia (MM '23)

Suspected Object Matters: Rethinking Model's Prediction for One-stage Visual Grounding

Yang Jiao, Zequn Jie, Jingjing Chen, Lin Ma, Yu-Gang Jiang

Comments Accepted to ACM MM 23

Make-It-4D: Synthesizing a Consistent Long-Term Dynamic Scene Video from a Single Image

Liao Shen, Xingyi Li, Huiqiang Sun, Juewen Peng, Ke Xian, Zhiguo Cao, Guosheng Lin

Comments accepted by ACM MM'23

Prototypical Cross-domain Knowledge Transfer for Cervical Dysplasia Visual Inspection

Yichen Zhang, Yifang Yin, Ying Zhang, Zhenguang Liu, Zheng Wang, Roger Zimmermann

Comments accepted in ACM Multimedia 2023

Towards Balanced Active Learning for Multimodal Classification

Meng Shen, Yizheng Huang, Jianxiong Yin, Heqing Zou, Deepu Rajan, Simon See

Comments 12 pages, accepted by ACMMM 2023

Language-guided Human Motion Synthesis with Atomic Actions

Yuanhao Zhai, Mingzhen Huang, Tianyu Luan, Lu Dong, Ifeoma Nwogu, Siwei Lyu, David Doermann, Junsong Yuan

Comments Accepted to ACM MM 2023, code: https://github.com/yhZhai/ATOM

Audio-Visual Spatial Integration and Recursive Attention for Robust Sound Source Localization

Sung Jin Um, Dongjin Kim, Jung Uk Kim

Comments Camera-Ready, ACM MM 2023

Text-Only Training for Visual Storytelling

Yuechen Wang, Wengang Zhou, Zhenbo Lu, Houqiang Li

Comments ACM MM 2023