ACM International Conference on Multimedia (ACM MM) 2024: all accepted papers
- Restoring Real-World Degraded Events Improves Deblurring Quality ↗Yeqing Shen, Shang Li, Kun Song1 citation
- Rethinking the Architecture Design for Efficient Generic Event Boundary Detection ↗Ziwei Zheng, Zechuan Zhang, Yulin Wang et al.1 citation
- Rethinking the Effect of Uninformative Class Name in Prompt Learning ↗Fengmao Lv, Changru Nie, Jianyang Zhang et al.1 citation
- SSAT-Adapter: Enhancing Vision-Language Model Few-shot Learning with Auxiliary Tasks ↗Bowen Chen, Yun Sing Koh, Gillian Dobbie1 citation
- Saliency-Guided Fine-Grained Temporal Mask Learning for Few-Shot Action Recognition ↗Shuo Zheng, Yuanjie Dang, Peng Chen et al.1 citation
- Similarity Preserving Transformer Cross-Modal Hashing for Video-Text Retrieval ↗Qianxin Huang, Siyao Peng, Xiaobo Shen et al.1 citation
- SimpliGuard: Robust Mesh Simplification In the Wild ↗P Chen, Xijin Zhang, Daniel K. Du1 citation
- SleepMG: Multimodal Generalizable Sleep Staging with Inter-modal Balance of Classification and Domain Discrimination ↗Shuo Ma, Yingwei Zhang, Qiqi Zhang et al.1 citation
- Spatiotemporal Fine-grained Video Description for Short Videos ↗Tsai-Hsien Yang, Jian Jia, Bo Wang et al.1 citation
- SpeechEE: A Novel Benchmark for Speech Event Extraction ↗Bin Wang, Meishan Zhang, Hao Fei et al.1 citation
- StylizedFacePoint: Facial Landmark Detection for Stylized Characters ↗Shengran Cheng, Chuhang Ma, Ye Pan1 citation
- Superpixel-based Efficient Sampling for Learning Neural Fields from Large Input ↗Zhongwei Xuan, Zunjie Zhu, Shuai Wang et al.1 citation
- TagOOD: A Novel Approach to Out-of-Distribution Detection via Vision-Language Representations and Class Center Learning ↗J Li, Xinyu Zhou, Kaixun Jiang et al.1 citation
- Task-Oriented Multi-Bitstream Optimization for Image Compression and Transmission via Optimal Transport ↗Sa Yan, Nuowen Kan, Chenglin Li et al.1 citation
- Thinking Temporal Automatic White Balance: Datasets, Models and Benchmarks ↗Chunzhao Li, Shuyang Wang, Xuejing Kang et al.1 citation
- Time-Frequency Domain Fusion Enhancement for Audio Super-Resolution ↗Ye Tian, Zhe Wang, Jianguo Sun et al.1 citation
- TimeNeRF: Building Generalizable Neural Radiance Fields across Time from Few-Shot Input Views ↗Hsiang-Hui Hung, Huu-Phu Do, Yung‐Hui Li et al.1 citation
- Towards Distortion-Debiased Blind Image Quality Assessment ↗Liqi Zhou, Xiaoqi Wang, Jian Xiong et al.1 citation
- Towards Multimodal-augmented Pre-trained Language Models via Self-balanced Expectation-Maximization Iteration ↗Xianwei Zhuang, Xuxin Cheng, Zhihong Zhu et al.1 citation
- Towards Video-based Activated Muscle Group Estimation in the Wild ↗Kunyu Peng, David Schneider, Alina Roitberg et al.1 citation
- Training-Free Feature Reconstruction with Sparse Optimization for Vision-Language Models ↗Yi Hui Zhang, Ke Yu, Angelica I. Avilés-Rivero et al.1 citation
- TreeReward: Improve Diffusion Model via Tree-Structured Feedback Learning ↗Jiacheng Zhang, Jie Wu, Huafeng Kuang et al.1 citation
- UniDense: Unleashing Diffusion Models with Meta-Routers for Universal Few-Shot Dense Prediction ↗Lintao Dong, Wei Zhai, Zheng-Jun Zha1 citation
- UniGM: Unifying Multiple Pre-trained Graph Models via Adaptive Knowledge Aggregation ↗Jintao Chen, Fan Wang, Shengye Pang et al.1 citation
- Unifying Spike Perception and Prediction: A Compact Spike Representation Model Using Multi-scale Correlation ↗Kexiang Feng, Chuanmin Jia, Siwei Ma et al.1 citation
- VR-DiagNet: Medical Volumetric and Radiomic Diagnosis Networks with Interpretable Clinician-like Optimizing Visual Inspection ↗Shouyu Chen, Liang Hu, Tangwei Ye et al.1 citation
- VR-Mediated Cognitive Defusion: A Comparative Study for Managing Negative Thoughts ↗Kento Shigyo, Yifan Cao, Kentaro Takahira et al.1 citation
- VRDistill: Vote Refinement Distillation for Efficient Indoor 3D Object Detection ↗Ze Yuan, Jinyang Guo, Dakai An et al.1 citation
- Vi2ACT:Video-enhanced Cross-modal Co-learning with Representation Conditional Discriminator for Few-shot Human Activity Recognition ↗Kang Xia, Wenzhong Li, Yimiao Shao et al.1 citation
- Video Bokeh Rendering: Make Casual Videography Cinematic ↗Yawen Luo, Min Shi, Liao Shen et al.1 citation
- Video Editing Chatbot: Language-Driven Video Compositing System ↗Ying Ma, Xinyan Yang, Aiqi Wang et al.1 citation
- VisHanfu: An Interactive System for the Promotion of Hanfu Knowledge via Cross-Shaped Flat Structure ↗Minjing Yu, Lingzhi Zeng, Xinxin Du et al.1 citation
- Visual Question Answering Driven Eye Tracking Paradigm for Identifying Children with Autism Spectrum Disorder ↗Jiansong Qi, Yaping Huang, Ying Zhang et al.1 citation
- VoiceTuner: Self-Supervised Pre-training and Efficient Fine-tuning For Voice Generation ↗Rongjie Huang, Yongqi Wang, Ruofan Hu et al.1 citation
- VrdONE: One-stage Video Visual Relation Detection ↗Xinjie Jiang, Chenxi Zheng, Xuemiao Xu et al.1 citation
- uvgComm: Open Software for Low-Latency Multi-party Video Communication ↗Joni Räsänen, Heikki Tampio, Alexandre Mercat et al.1 citation
- A Medical Data-Effective Learning Benchmark for Highly Efficient Pre-training of Foundation Models ↗Wenxuan Yang, Weimin Tan, Yuqi Sun et al.
- A Method for Visual Spatial Description Based on Large Language Model Fine-tuning ↗Jiabao Wang, Fang Gao, Jingfeng Tang et al.
- A Novel Confidence Guided Training Method for Conditional GANs with Auxiliary Classifier ↗Qi Chen, Wenjie Liu, Hu Ding
- A Sample-driven Selection Framework: Towards Graph Contrastive Networks with Reinforcement Learning ↗Xiangping Zheng, Xiuxin Hao, Bo Wu et al.
- ACM Multimedia 2024 Grand Challenge Report for Artificial Intelligence Generated Image Detection ↗Shien Song, Jie Yang, Jin Chen et al.
- AL-GTD: Deep Active Learning for Gaze Target Detection ↗Francesco Tonini, Nicola Dall’Asen, Lorenzo Vaquero et al.
- Advancing Semantic Edge Detection through Cross-Modal Knowledge Learning ↗Ruoxi Deng, Bin Yu, Jinxuan Lu et al.
- Adversarial Experts Model for Black-box Domain Adaptation ↗Siying Xiao, Mao Ye, Qichen He et al.
- AlignCLIP: Align Multi Domains of Texts Input for CLIP models with Object-IoU Loss ↗Lu Zhang, Ke Yan, Shouhong Ding
- Audio-Driven Identity Manipulation for Face Inpainting ↗Yuqi Sun, Qing Lin, Weimin Tan et al.
- BCSCN: Reducing Domain Gap through Bézier Curve basis-based Sparse Coding Network for Single-Image Super-Resolution ↗Wenhao Guo, Peng Lu, Xujun Peng et al.
- Boundary-Aware Periodicity-based Sparsification Strategy for Ultra-Long Time Series Forecasting ↗Yiying Bao, Hao Zhou, Chao Peng et al.
- CAPNet: Cartoon Animal Parsing with Spatial Learning and Structural Modeling ↗Jian-Jun Qiao, Meng-Yu Duan, Xiao Ying Wu et al.
- CBNet: Cooperation-Based Weakly Supervised Polyp Detection ↗Xiuquan Du, Jiajia Chen, Xuejun Zhang
- CDEA: Context- and Detail-Enhanced Unsupervised Learning for Domain Adaptive Semantic Segmentation ↗Shuyuan Wen, Bingrui Hu, Wenchao Li
- CIEASR:Contextual Image-Enhanced Automatic Speech Recognition for Improved Homophone Discrimination ↗Ziyi Wang, Yiming Rong, D. A. Jiang et al.
- CSO: Constraint-Guided Space Optimization for Active Scene Mapping ↗Xuefeng Yin, Chenyang Zhu, Shanglai Qu et al.
- Cross-modal Observation Hypothesis Inference ↗Mengze Li, Kairong Han, Jiahe Xu et al.
- DQG: Database Question Generation for Exact Text-based Image Retrieval ↗Rintaro Yanagi, Ren Togo, Takahiro Ogawa et al.
- Dig into Detailed Structures: Key Context Encoding and Semantic-based Decoding for Point Cloud Completion ↗Hongye Hou, Xuehao Gao, Zhan Liu et al.
- Dual Advancement of Representation Learning and Clustering for Sparse and Noisy Images ↗Wenlin Li, Yucheng Xu, Xiaoqing Zheng et al.
- Dual-view Pyramid Network for Video Frame Interpolation ↗Yao Luo, Ming Yang, Jinhui Tang
- ERL-MR: Harnessing the Power of Euler Feature Representations for Balanced Multi-modal Learning ↗Weixiang Han, Chengjun Cai, Yu Guo et al.
- Effective Optimization of Root Selection Towards Improved Explanation of Deep Classifiers ↗Xin Zhang, Sheng-hua Zhong, Jianmin Jiang
- Embracing Adaptation: An Effective Dynamic Defense Strategy Against Adversarial Examples ↗Shenglin Yin, Kelu Yao, Zhen Xiao et al.
- Enhancing Speaking and Slide Design Skills with Deep Learning: An Online Presentation Assessment System ↗Shengzhou Yi, Junichiro Matsugami, Takuya Yamamoto et al.
- Enhancing Transformer-based Semantic Matching for Few-shot Learning through Weakly Contrastive Pre-training ↗Wei Yang, Tengfei Huo, Zhiqiang Liu
- Equilibrated Diffusion: Frequency-aware Textual Embedding for Equilibrated Image Customization ↗Liyuan Ma, Xueji Fang, Guo-Jun Qi
- Event-Guided Rolling Shutter Correction with Time-Aware Cross-Attentions ↗Hefei Huang, Xu Jia, Xinyu Zhang et al.
- FSL-QuickBoost: Minimal-Cost Ensemble for Few-Shot Learning ↗Yunwei Bai, Bill Cai, Ying Tan et al.
- FedSLS: Exploring Federated Aggregation in Saliency Latent Space ↗Hengyi Wang, Weiying Xie, Jitao Ma et al.
- Finding Input Data Domains of Image Classification Models with Hard-Label Black-Box Access ↗Jiyi Zhang, Han Fang, Ee‐Chien Chang
- FlexIR: Towards Flexible and Manipulable Image Restoration ↗Zhengwei Yin, Guixu Lin, Mengshun Hu et al.
- Free Lunch: Frame-level Contrastive Learning with Text Perceiver for Robust Scene Text Recognition in Lightweight Models ↗Hongjian Zhan, Yangfu Li, Yu-Jie Xiong et al.
- GS 2 -GNeSF: Geometry-Semantics Synergy for Generalizable Neural Semantic Fields ↗Chengshun Wang, Na Zhao
- Generalized News Event Discovery via Dynamic Augmentation and Entropy Optimization ↗Zehang Lin, Jiayuan Xie, Zhenguo Yang et al.
- Generalized Sampling of Non-Local Textural Clues Multi-View Stereo Framework ↗Jingyuan Tang, Yangang Cai, Xuesong Gao et al.
- Group Vision Transformer ↗Yaopeng Peng, Milan Sonka A, Danny Z. Chen
- Harmony Everything! Masked Autoencoders for Video Harmonization ↗Yuhang Li, Jincen Jiang, Xiaosong Yang et al.
- HeroMaker: Human-centric Video Editing with Motion Priors ↗Shiyu Liu, Zibo Zhao, Yihao Zhi et al.
- IC-Mapper: Instance-Centric Spatio-Temporal Modeling for Online Vectorized Map Construction ↗Jiangtong Zhu, Zhao Yang, Yinan Shi et al.
- Incremental Learning via Robust Parameter Posterior Fusion ↗Wenju Sun, Qingyong Li, Siyu Zhang et al.
- InstantAS: Minimum Coverage Sampling for Arbitrary-Size Image Generation ↗Changshuo Wang, Mingzhe Yu, Lei Wu et al.
- Interactive Segmentation by Considering First-Click Intentional Ambiguity ↗Kangpeng Hu, Quansen Sun, Yinghui Sun et al.
- Label Text-aided Hierarchical Semantics Mining for Panoramic Activity Recognition ↗Tianshan Liu, Kin‐Man Lam, Bing‐Kun Bao
- Label-Efficient Emotion and Sentiment Analysis ↗Sicheng Zhao, Guoli Jia, Xiaopeng Hong et al.
- Learning Backward Compatible Representations ↗Niccolò Biondi, Simone Ricci, Federico Pernici et al.
- Learning Cross-Spectral Prior for Image Super-Resolution ↗Chenxi Ma, Weimin Tan, Shili Zhou et al.
- Learning Realistic Sketching: A Dual-agent Reinforcement Learning Approach ↗Ji Qiu, Peng Lu, Xujun Peng et al.
- Learning from Concealed Labels ↗Zhongnian Li, Meng Wei, Peng Ying et al.
- Learning from Distinction: Mitigating Backdoors Using a Low-Capacity Model ↗Haohui Sun, Yiming Li, Xixiang Lv et al.
- Learning in Order! A Sequential Strategy to Learn Invariant Features for Multimodal Sentiment Analysis ↗Xianbing Zhao, Lizhen Qu, Tao Feng et al.
- Learning to Handle Large Obstructions in Video Frame Interpolation ↗Libo Long, Xiao Hu, Jochen Lang
- MDR: Multi-stage Decoupled Relational Knowledge Distillation with Adaptive Stage Selection ↗Jiaqi Wang, Lu Lu, Mingmin Chi et al.
- MagicCartoon: 3D Pose and Shape Estimation for Bipedal Cartoon Characters ↗Yu-Pei Song, Yuan-Tong Liu, Xiao Ying Wu et al.
- Maximizing Feature Distribution Variance for Robust Neural Networks ↗Hao Yang, Min Wang, Zhengfei Yu et al.
- Multi-Label Learning with Block Diagonal Labels ↗Leqi Shen, Sicheng Zhao, Yifeng Zhang et al.
- Multi-grained Correspondence Learning of Audio-language Models for Few-shot Audio Recognition ↗Shengwei Zhao, Linhai Xu, Yuying Liu et al.
- Multimedia Information Retrieval in XR ↗Rahel Arnold, Werner Bailer A, Ralph Gasser et al.
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