ACM MM

Frequency Guidance Matters: Skeletal Action Recognition by Frequency-Aware Mixed Transformer

Wenhan Wu, Ce Zheng, Zihao Yang, Chen Chen, Srijan Das, Aidong Lu

Comments Accepted by ACM Multimedia 2024

Learning with Alignments: Tackling the Inter- and Intra-domain Shifts for Cross-multidomain Facial Expression Recognition

Yuxiang Yang, Lu Wen, Xinyi Zeng, Yuanyuan Xu, Xi Wu, Jiliu Zhou, Yan Wang

Comments Accepted by ACM MM 2024

RSC-SNN: Exploring the Trade-off Between Adversarial Robustness and Accuracy in Spiking Neural Networks via Randomized Smoothing Coding

Keming Wu, Man Yao, Yuhong Chou, Xuerui Qiu, Rui Yang, Bo Xu, Guoqi Li

Comments Accepted by ACM MM 2024

Detached and Interactive Multimodal Learning

Yunfeng Fan, Wenchao Xu, Haozhao Wang, Junhong Liu, Song Guo

Comments Accepted by ACM MM 24

ClickDiff: Click to Induce Semantic Contact Map for Controllable Grasp Generation with Diffusion Models

Peiming Li, Ziyi Wang, Mengyuan Liu, Hong Liu, Chen Chen

Comments ACM Multimedia 2024

IBMEA: Exploring Variational Information Bottleneck for Multi-modal Entity Alignment

Taoyu Su, Jiawei Sheng, Shicheng Wang, Xinghua Zhang, Hongbo Xu, Tingwen Liu

Comments Accepted by ACM MM 2024

Harmfully Manipulated Images Matter in Multimodal Misinformation Detection

Bing Wang, Shengsheng Wang, Changchun Li, Renchu Guan, Ximing Li

Comments Accepted by ACM MM 2024. Code: https://github.com/wangbing1416/HAMI-M3D

DPO: Dual-Perturbation Optimization for Test-time Adaptation in 3D Object Detection

Zhuoxiao Chen, Zixin Wang, Yadan Luo, Sen Wang, Zi Huang

Comments To appear in ACM Multimedia 2024

JoReS-Diff: Joint Retinex and Semantic Priors in Diffusion Model for Low-light Image Enhancement

Yuhui Wu, Guoqing Wang, Zhiwen Wang, Yang Yang, Tianyu Li, Malu Zhang, Chongyi Li, Heng Tao Shen

Comments Accepted by ACM MM 2024

AV-Deepfake1M: A Large-Scale LLM-Driven Audio-Visual Deepfake Dataset

Zhixi Cai, Shreya Ghosh, Aman Pankaj Adatia, Munawar Hayat, Abhinav Dhall, Tom Gedeon, Kalin Stefanov

Comments Accepted by ACM MM 2024

Selective Vision-Language Subspace Projection for Few-shot CLIP

Xingyu Zhu, Beier Zhu, Yi Tan, Shuo Wang, Yanbin Hao, Hanwang Zhang

Comments Accepted as an Oral Paper at ACM Multimedia 2024

Embodied Laser Attack:Leveraging Scene Priors to Achieve Agent-based Robust Non-contact Attacks

Yitong Sun, Yao Huang, Xingxing Wei

Comments 9 pages, 7 figures, Accepted by ACM MM 2024

Auto DragGAN: Editing the Generative Image Manifold in an Autoregressive Manner

Pengxiang Cai, Zhiwei Liu, Guibo Zhu, Yunfang Niu, Jinqiao Wang

Comments This paper has been accepted as a poster paper for ACM Multimedia 2024

RefMask3D: Language-Guided Transformer for 3D Referring Segmentation

Shuting He, Henghui Ding

Comments ACM MM 2024, Code: https://github.com/heshuting555/RefMask3D

ReCorD: Reasoning and Correcting Diffusion for HOI Generation

Jian-Yu Jiang-Lin, Kang-Yang Huang, Ling Lo, Yi-Ning Huang, Terence Lin, Jhih-Ciang Wu, Hong-Han Shuai, Wen-Huang Cheng

Comments Accepted by ACM MM 2024. Project website: https://alberthkyhky.github.io/ReCorD/

Shapley Value-based Contrastive Alignment for Multimodal Information Extraction

Wen Luo, Yu Xia, Shen Tianshu, Sujian Li

Comments Accepted at ACM Multimedia 2024

SAM-MIL: A Spatial Contextual Aware Multiple Instance Learning Approach for Whole Slide Image Classification

Heng Fang, Sheng Huang, Wenhao Tang, Luwen Huangfu, Bo Liu

Comments accepted by ACM Multimedia 2024

QE-BEV: Query Evolution for Bird's Eye View Object Detection in Varied Contexts

Jiawei Yao, Yingxin Lai, Hongrui Kou, Tong Wu, Ruixi Liu

Comments Accepted by ACM MM 2024, project page: https://github.com/Jiawei-Yao0812/QE-BEV

HarmonicNeRF: Geometry-Informed Synthetic View Augmentation for 3D Scene Reconstruction in Driving Scenarios

Xiaochao Pan, Jiawei Yao, Hongrui Kou, Tong Wu, Canran Xiao

Comments Accepted by ACM MM 2024, project page: https://github.com/Jiawei-Yao0812/HarmonicNeRF

Q-Ground: Image Quality Grounding with Large Multi-modality Models

Chaofeng Chen, Sensen Yang, Haoning Wu, Liang Liao, Zicheng Zhang, Annan Wang, Wenxiu Sun, Qiong Yan, Weisi Lin

Comments ACM Multimedia 2024 (Oral)

Balanced Multi-Relational Graph Clustering

Zhixiang Shen, Haolan He, Zhao Kang

Comments Accepted by ACM Multimedia 2024

FakingRecipe: Detecting Fake News on Short Video Platforms from the Perspective of Creative Process

Yuyan Bu, Qiang Sheng, Juan Cao, Peng Qi, Danding Wang, Jintao Li

Comments Will appear at ACM Multimedia 2024 (MM 2024), 13 pages, 15 figures

Unveiling and Mitigating Bias in Audio Visual Segmentation

Peiwen Sun, Honggang Zhang, Di Hu

Comments Accepted by ACM MM 24 (ORAL)

Coarse-to-Fine Proposal Refinement Framework for Audio Temporal Forgery Detection and Localization

Junyan Wu, Wei Lu, Xiangyang Luo, Rui Yang, Qian Wang, Xiaochun Cao

Comments 9pages, 3figures. This paper has been accepted for ACM MM 2024

SEDS: Semantically Enhanced Dual-Stream Encoder for Sign Language Retrieval

Longtao Jiang, Min Wang, Zecheng Li, Yao Fang, Wengang Zhou, Houqiang Li

Comments Accepted to ACM International Conference on Multimedia (MM) 2024

HSVLT: Hierarchical Scale-Aware Vision-Language Transformer for Multi-Label Image Classification

Shuyi Ouyang, Hongyi Wang, Ziwei Niu, Zhenjia Bai, Shiao Xie, Yingying Xu, Ruofeng Tong, Yen-Wei Chen, Lanfen Lin

Comments 10 pages, 6 figures

Journal ref Proceedings of the 31st ACM International Conference on Multimedia. 2023: 4768-4777

Visual-Semantic Decomposition and Partial Alignment for Document-based Zero-Shot Learning

Xiangyan Qu, Jing Yu, Keke Gai, Jiamin Zhuang, Yuanmin Tang, Gang Xiong, Gaopeng Gou, Qi Wu

Comments Accepted to ACM International Conference on Multimedia (MM) 2024

CREST: Cross-modal Resonance through Evidential Deep Learning for Enhanced Zero-Shot Learning

Haojian Huang, Xiaozhen Qiao, Zhuo Chen, Haodong Chen, Bingyu Li, Zhe Sun, Mulin Chen, Xuelong Li

Comments Accepted by ACM MM 2024; 10 pages, 2 Tables, 9 Figures; Repo is available at: https://github.com/JethroJames/CREST

Generative Motion Stylization of Cross-structure Characters within Canonical Motion Space

Jiaxu Zhang, Xin Chen, Gang Yu, Zhigang Tu

Comments ACM MM 2024

Weakly Supervised Gaussian Contrastive Grounding with Large Multimodal Models for Video Question Answering

Haibo Wang, Chenghang Lai, Yixuan Sun, Weifeng Ge

Comments accepted by ACM Multimedia 2024