ACM MM

Personalized Behavior-Aware Transformer for Multi-Behavior Sequential Recommendation

Jiajie Su, Chaochao Chen, Zibin Lin, Xi Li, Weiming Liu, Xiaolin Zheng

Journal ref Proceedings of the 31st ACM International Conference on Multimedia. 2023: 6321-6331

Exploring Inconsistent Knowledge Distillation for Object Detection with Data Augmentation

Jiawei Liang, Siyuan Liang, Aishan Liu, Ke Ma, Jingzhi Li, Xiaochun Cao

Comments ACMMM 2023 Oral

Interpretable Embedding for Ad-hoc Video Search

Jiaxin Wu, Chong-Wah Ngo

Comments accepted in ACMMM 2020

Accelerated Event-Based Feature Detection and Compression for Surveillance Video Systems

Andrew C. Freeman, Ketan Mayer-Patel, Montek Singh

Comments Accepted for publication in the proceedings of ACM Multimedia Systems '24

Beyond First Impressions: Integrating Joint Multi-modal Cues for Comprehensive 3D Representation

Haowei Wang, Jiji Tang, Jiayi Ji, Xiaoshuai Sun, Rongsheng Zhang, Yiwei Ma, Minda Zhao, Lincheng Li, zeng zhao, Tangjie Lv, Rongrong Ji

Comments ACM MM 2023, 3D Understanding, JM3D

DSE-GAN: Dynamic Semantic Evolution Generative Adversarial Network for Text-to-Image Generation

Mengqi Huang, Zhendong Mao, Penghui Wang, Quan Wang, Yongdong Zhang

Journal ref ACM Multimedia 2022 Best Student Paper Award

Hierarchical Masked 3D Diffusion Model for Video Outpainting

Fanda Fan, Chaoxu Guo, Litong Gong, Biao Wang, Tiezheng Ge, Yuning Jiang, Chunjie Luo, Jianfeng Zhan

Comments Accepted to ACM MM 2023

Question-Answer Cross Language Image Matching for Weakly Supervised Semantic Segmentation

Songhe Deng, Wei Zhuo, Jinheng Xie, Linlin Shen

Comments ACM MM 2023

UniNeXt: Exploring A Unified Architecture for Vision Recognition

Fangjian Lin, Jianlong Yuan, Sitong Wu, Fan Wang, Zhibin Wang

Comments Accep by ACM MM 2023

HypLL: The Hyperbolic Learning Library

Max van Spengler, Philipp Wirth, Pascal Mettes

Comments ACM Multimedia Open-Source Software Competition 2023

Multi-Frame Self-Supervised Depth Estimation with Multi-Scale Feature Fusion in Dynamic Scenes

Jiquan Zhong, Xiaolin Huang, Xiao Yu

Comments 11 pages, 8 figures, ACM MM'23 accepted

RTQ: Rethinking Video-language Understanding Based on Image-text Model

Xiao Wang, Yaoyu Li, Tian Gan, Zheng Zhang, Jingjing Lv, Liqiang Nie

Comments Accepted by ACM MM 2023 as Oral representation

Journal ref In International Conference on Multimedia. ACM, 557--566 (2023)

Fearless Luminance Adaptation: A Macro-Micro-Hierarchical Transformer for Exposure Correction

Gehui Li, Jinyuan Liu, Long Ma, Zhiying Jiang, Xin Fan, Risheng Liu

Comments Accepted by ACM MM 2023

MORE: A Multimodal Object-Entity Relation Extraction Dataset with a Benchmark Evaluation

Liang He, Hongke Wang, Yongchang Cao, Zhen Wu, Jianbing Zhang, Xinyu Dai

Journal ref In Proceedings of the 31st ACM International Conference on Multimedia, pp. 4564-4573. 2023

MATK: The Meme Analytical Tool Kit

Ming Shan Hee, Aditi Kumaresan, Nguyen Khoi Hoang, Nirmalendu Prakash, Rui Cao, Roy Ka-Wei Lee

Comments Accepted at ACM Multimedia'23 Open-Source Software Competition Track

PromptMTopic: Unsupervised Multimodal Topic Modeling of Memes using Large Language Models

Nirmalendu Prakash, Han Wang, Nguyen Khoi Hoang, Ming Shan Hee, Roy Ka-Wei Lee

Comments Accepted at ACM Multimedia'23 Research Track

SimulFlow: Simultaneously Extracting Feature and Identifying Target for Unsupervised Video Object Segmentation

Lingyi Hong, Wei Zhang, Shuyong Gao, Hong Lu, WenQiang Zhang

Comments Accepted to ACM MM 2023

SUR-adapter: Enhancing Text-to-Image Pre-trained Diffusion Models with Large Language Models

Shanshan Zhong, Zhongzhan Huang, Wushao Wen, Jinghui Qin, Liang Lin

Comments accepted by ACM MM 2023

CUCL: Codebook for Unsupervised Continual Learning

Chen Cheng, Jingkuan Song, Xiaosu Zhu, Junchen Zhu, Lianli Gao, Hengtao Shen

Comments MM '23: Proceedings of the 31st ACM International Conference on Multimedia

Class Gradient Projection For Continual Learning

Cheng Chen, Ji Zhang, Jingkuan Song, Lianli Gao

Comments MM '22: Proceedings of the 30th ACM International Conference on Multimedia

Hawkeye: A PyTorch-based Library for Fine-Grained Image Recognition with Deep Learning

Jiabei He, Yang Shen, Xiu-Shen Wei, Ye Wu

Comments ACM Multimedia 2023 Open Source Software Competition Winner Entry. X.-S. Wei is the corresponding author

MetaFBP: Learning to Learn High-Order Predictor for Personalized Facial Beauty Prediction

Luojun Lin, Zhifeng Shen, Jia-Li Yin, Qipeng Liu, Yuanlong Yu, Weijie Chen

Comments Accepted by ACM MM 2023. Source code: https://github.com/MetaVisionLab/MetaFBP

Parameter Exchange for Robust Dynamic Domain Generalization

Luojun Lin, Zhifeng Shen, Zhishu Sun, Yuanlong Yu, Lei Zhang, Weijie Chen

Comments Accepted by ACM MM 2023. Source code: https://github.com/MetaVisionLab/PE

Dynamic Compositional Graph Convolutional Network for Efficient Composite Human Motion Prediction

Wanying Zhang, Shen Zhao, Fanyang Meng, Songtao Wu, Mengyuan Liu

Journal ref Proceedings of the 31st ACM International Conference on Multimedia, October 2023, Pages 2856-2864

Avatar Knowledge Distillation: Self-ensemble Teacher Paradigm with Uncertainty

Yuan Zhang, Weihua Chen, Yichen Lu, Tao Huang, Xiuyu Sun, Jian Cao

Comments Accepted by ACM MM 2023

GhostVec: A New Threat to Speaker Privacy of End-to-End Speech Recognition System

Xiaojiao Chen, Sheng Li, Jiyi Li, Hao Huang, Yang Cao, Liang He

Comments accepted in ACM Multimedia Asia 2023

Reprogramming Self-supervised Learning-based Speech Representations for Speaker Anonymization

Xiaojiao Chen, Sheng Li, Jiyi Li, Hao Huang, Yang Cao, Liang He

Comments accepted in ACM Multimedia Asia2023

Semantic-aware Consistency Network for Cloth-changing Person Re-Identification

Peini Guo, Hong Liu, Jianbing Wu, Guoquan Wang, Tao Wang

Comments Accepted by ACM MM 2023

3DStyle-Diffusion: Pursuing Fine-grained Text-driven 3D Stylization with 2D Diffusion Models

Haibo Yang, Yang Chen, Yingwei Pan, Ting Yao, Zhineng Chen, Tao Mei

Comments ACM Multimedia 2023

ControlStyle: Text-Driven Stylized Image Generation Using Diffusion Priors

Jingwen Chen, Yingwei Pan, Ting Yao, Tao Mei

Comments ACM Multimedia 2023