ACMMM 2024 Conference Submissions

Cross-view Contrastive Unification Guides Generative Pretraining for Molecular Property Prediction
Junyu Lin, Yan Zheng, Xinyue Chen, Yazhou Ren, Xiaorong Pu, Jing He
- Published: 20 Jul 2024, Last Modified: 06 Aug 2024
- MM2024 Poster
- Readers: Everyone
Language-Driven Interactive Shadow Detection
Hongqiu Wang, Wei Wang, Haipeng Zhou, Huihui Xu, Shaozhi Wu, Lei Zhu
- Published: 20 Jul 2024, Last Modified: 21 Jul 2024
- MM2024 Poster
- Readers: Everyone
ScaleTraversal: Creating Multi-Scale Biomedical Animation with Limited Hardware Resources
Richen Liu, Hansheng Wang, Hailong Wang, Siru Chen, Chufan Lai, Ayush Kumar, Siming Chen
- Published: 20 Jul 2024, Last Modified: 23 Jul 2024
- MM2024 Poster
- Readers: Everyone
Do LLMs Understand Visual Anomalies? Uncovering LLM's Capabilities in Zero-shot Anomaly Detection
Jiaqi Zhu, Shaofeng Cai, Fang Deng, WuJunran
- Published: 20 Jul 2024, Last Modified: 21 Jul 2024
- MM2024 Oral
- Readers: Everyone
Aspects are Anchors: Towards Multimodal Aspect-based Sentiment Analysis via Aspect-driven Alignment and Refinement
Zhanpeng Chen, Zhihong Zhu, Wanshi Xu, Yunyan Zhang, Xian Wu, Yefeng Zheng
- Published: 20 Jul 2024, Last Modified: 05 Aug 2024
- MM2024 Poster
- Readers: Everyone
Visual Question Answering Driven Eye Tracking Paradigm for Identifying Children with Autism Spectrum Disorder
Jiansong Qi, Yaping Huang, Ying Zhang, Sihui Zhang, Mei Tian, Yi Tian, Fanchao Meng, Lin Guan, Tianyi Chang
- Published: 20 Jul 2024, Last Modified: 21 Jul 2024
- MM2024 Poster
- Readers: Everyone
Controllable Music Loops Generation with MIDI and Text via Multi-Stage Cross Attention and Instrument-Aware Reinforcement Learning
Guan-Yuan Chen, Von-Wun Soo
- Published: 20 Jul 2024, Last Modified: 21 Jul 2024
- MM2024 Poster
- Readers: Everyone
Q-SNNs: Quantized Spiking Neural Networks
Wenjie Wei, Yu Liang, Ammar Belatreche, Yichen Xiao, Honglin Cao, Zhenbang Ren, Guoqing Wang, Malu Zhang, Yang Yang
- Published: 20 Jul 2024, Last Modified: 21 Jul 2024
- MM2024 Poster
- Readers: Everyone
InstantAS: Minimum Coverage Sampling for Arbitrary-Size Image Generation
Changshuo Wang, Mingzhe Yu, Lei Wu, Lei Meng, Xiang Li, Xiangxu Meng
- Published: 20 Jul 2024, Last Modified: 21 Jul 2024
- MM2024 Poster
- Readers: Everyone
A Unified Understanding of Adversarial Vulnerability Regarding Unimodal Models and Vision-Language Pre-training Models
Haonan Zheng, Xinyang Deng, Wen Jiang, Wenrui Li
- Published: 20 Jul 2024, Last Modified: 04 Aug 2024
- MM2024 Oral
- Readers: Everyone
Task-Interaction-Free Multi-Task Learning with Efficient Hierarchical Feature Representation
Shalayiding Sirejiding, Bayram Bayramli, Yuxiang Lu, Yuwen Yang, Tamam Alsarhan, Hongtao Lu, Yue Ding
- Published: 20 Jul 2024, Last Modified: 21 Jul 2024
- MM2024 Poster
- Readers: Everyone
ListenFormer: Responsive Listening Head Generation with Non-autoregressive Transformers
Miao Liu, Jing Wang, Xinyuan Qian, Haizhou Li
- Published: 20 Jul 2024, Last Modified: 21 Jul 2024
- MM2024 Poster
- Readers: Everyone
SymAttack: Symmetry-aware Imperceptible Adversarial Attacks on 3D Point Clouds
Keke Tang, Zhensu Wang, Weilong Peng, Lujie Huang, Le Wang, Peican Zhu, Wenping Wang, Zhihong Tian
- Published: 20 Jul 2024, Last Modified: 21 Jul 2024
- MM2024 Poster
- Readers: Everyone
Leveraging RGB-Pressure for Whole-body Human-to-Humanoid Motion Imitation
Yi Lu, Shenghao Ren, Qiu Shen, Xun Cao
- Published: 20 Jul 2024, Last Modified: 21 Jul 2024
- MM2024 Poster
- Readers: Everyone
Joint-Motion Mutual Learning for Pose Estimation in Video
Sifan Wu, Haipeng Chen, Yifang Yin, Sihao Hu, Runyang Feng, Yingying Jiao, Ziqi Yang, Zhenguang Liu
- Published: 20 Jul 2024, Last Modified: 30 Jul 2024
- MM2024 Poster
- Readers: Everyone
A Descriptive Basketball Highlight Dataset for Automatic Commentary Generation
Benhui Zhang, Junyu Gao, Yuan Yuan
- Published: 20 Jul 2024, Last Modified: 21 Jul 2024
- MM2024 Poster
- Readers: Everyone
Graph based Consistency Learning for Contrastive Multi-View Clustering
Binbin Xu, Jun Yin, Nan Zhang
- Published: 20 Jul 2024, Last Modified: 21 Jul 2024
- MM2024 Poster
- Readers: Everyone
PS-TTL: Prototype-based Soft-labels and Test-Time Learning for Few-shot Object Detection
Yingjie Gao, Yanan Zhang, Ziyue Huang, Nanqing Liu, Di Huang
- Published: 20 Jul 2024, Last Modified: 21 Jul 2024
- MM2024 Poster
- Readers: Everyone
Attribute-Driven Multimodal Hierarchical Prompts for Image Aesthetic Quality Assessment
Hancheng Zhu, Ju Shi, Zhiwen Shao, Rui Yao, Yong Zhou, Jiaqi Zhao, Leida Li
- Published: 20 Jul 2024, Last Modified: 21 Jul 2024
- MM2024 Poster
- Readers: Everyone
Neural Boneprint: Person Identification from Bones using Generative Contrastive Deep Learning
Chaoqun Niu, Dongdong Chen, Ji-Zhe Zhou, Jian Wang, Xiang Luo, Quan-Hui Liu, YUAN LI, Jiancheng Lv
- Published: 20 Jul 2024, Last Modified: 21 Jul 2024
- MM2024 Oral
- Readers: Everyone
Mamba3D: Enhancing Local Features for 3D Point Cloud Analysis via State Space Model
Xu Han, Yuan Tang, Zhaoxuan Wang, Xianzhi Li
- Published: 20 Jul 2024, Last Modified: 21 Jul 2024
- MM2024 Poster
- Readers: Everyone
"Special Relativity" of Image Aesthetics Assessment: a Preliminary Empirical Perspective
Rui Xie, Anlong Ming, Shuai He, Yi Xiao, Huadong Ma
- Published: 20 Jul 2024, Last Modified: 21 Jul 2024
- MM2024 Poster
- Readers: Everyone
Category-Prompt Refined Feature Learning for Long-Tailed Multi-Label Image Classification
Jiexuan Yan, Sheng Huang, Nankun Mu, Luwen Huangfu, Bo Liu
- Published: 20 Jul 2024, Last Modified: 21 Jul 2024
- MM2024 Poster
- Readers: Everyone
Unveiling Structural Memorization: Structural Membership Inference Attack for Text-to-Image Diffusion Models
Qiao Li, Xiaomeng Fu, Xi Wang, Jin Liu, Xingyu Gao, Jiao Dai, Jizhong Han
- Published: 20 Jul 2024, Last Modified: 21 Jul 2024
- MM2024 Poster
- Readers: Everyone
Learning Cross-Spectral Prior for Image Super-Resolution
Chenxi Ma, Weimin Tan, Shili Zhou, Bo Yan
- Published: 20 Jul 2024, Last Modified: 21 Jul 2024
- MM2024 Poster
- Readers: Everyone