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ACM International Conference on Multimedia (ACM MM) 2024: all accepted papers

1,237 papers · page 1 of 13 · the most cited first · ← ACM International Conference on Multimedia (ACM MM) 2024

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  1. TransNet V2: An Effective Deep Network Architecture for Fast Shot Transition Detection ↗Tomáš Souček, Jakub Lokoč115 citations
  2. Wave-Mamba: Wavelet State Space Model for Ultra-High-Definition Low-Light Image Enhancement ↗Wenbin Zou, Hongxia Gao, Weipeng Yang et al.113 citations
  3. Making Large Language Models Perform Better in Knowledge Graph Completion ↗Yichi Zhang, Zhuo Chen, Lingbing Guo et al.104 citations
  4. Multi-Scale and Detail-Enhanced Segment Anything Model for Salient Object Detection ↗S. Gao, Pingping Zhang, Tianyu Yan et al.101 citations
  5. DiffMM: Multi-Modal Diffusion Model for Recommendation ↗Yangqin Jiang, Lianghao Xia, Wei Wei et al.96 citations
  6. AbsGS: Recovering Fine Details in 3D Gaussian Splatting ↗Zongxin Ye, Wenyu Li, Sidun Liu et al.93 citations
  7. VLMEvalKit: An Open-Source ToolKit for Evaluating Large Multi-Modality Models ↗Haodong Duan, Junming Yang, Yuxuan Qiao et al.92 citations
  8. Mamba3D: Enhancing Local Features for 3D Point Cloud Analysis via State Space Model ↗Xu Han, Yuan Tang, Zhaoxuan Wang et al.88 citations
  9. Efficient Face Super-Resolution via Wavelet-based Feature Enhancement Network ↗Wenjie Li, Heng Guo, Xuannan Liu et al.81 citations
  10. FreqMamba: Viewing Mamba from a Frequency Perspective for Image Deraining ↗Zhen Zou, Hu Yu, Jie Huang et al.72 citations
  11. AV-Deepfake1M: A Large-Scale LLM-Driven Audio-Visual Deepfake Dataset ↗Zhixi Cai, Shreya Ghosh, Aman Pankaj Adatia et al.59 citations
  12. FiLo: Zero-Shot Anomaly Detection by Fine-Grained Description and High-Quality Localization ↗Zhaopeng Gu, Bingke Zhu, Guibo Zhu et al.58 citations
  13. Audio Deepfake Detection with Self-Supervised XLS-R and SLS Classifier ↗Qishan Zhang, Shuangbing Wen, Tao Hu56 citations
  14. CompGS: Efficient 3D Scene Representation via Compressed Gaussian Splatting ↗Xiangrui Liu, Xinju Wu, Pingping Zhang et al.54 citations
  15. GaussianTalker: Real-Time Talking Head Synthesis with 3D Gaussian Splatting ↗Kyusun Cho, Joungbin Lee, Heeji Yoon et al.54 citations
  16. Weakly Supervised Video Anomaly Detection and Localization with Spatio-Temporal Prompts ↗Peng Wu, Xuerong Zhou, Guansong Pang et al.54 citations
  17. DRMF: Degradation-Robust Multi-Modal Image Fusion via Composable Diffusion Prior ↗Linfeng Tang, Yuxin Deng, Xunpeng Yi et al.53 citations
  18. Dual-Hybrid Attention Network for Specular Highlight Removal ↗Xiaojiao Guo, Xuhang Chen, Shenghong Luo et al.53 citations
  19. Tango 2: Aligning Diffusion-based Text-to-Audio Generations through Direct Preference Optimization ↗Navonil Majumder, Chia-Yu Hung, Deepanway Ghosal et al.52 citations
  20. ROI-Guided Point Cloud Geometry Compression Towards Human and Machine Vision ↗Liang Xie, Wei Gao, Huiming Zheng et al.51 citations
  21. RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining ↗Hongtao Wu, Yijun Yang, Huihui Xu et al.51 citations
  22. LiDAR-NeRF: Novel LiDAR View Synthesis via Neural Radiance Fields ↗Tao Tang, Longfei Gao, Guangrun Wang et al.49 citations
  23. FKA-Owl: Advancing Multimodal Fake News Detection through Knowledge-Augmented LVLMs ↗Xuannan Liu, Peipei Li, Huaibo Huang et al.48 citations
  24. FakingRecipe: Detecting Fake News on Short Video Platforms from the Perspective of Creative Process ↗Yuyan Bu, Qiang Sheng, Juan Cao et al.48 citations
  25. LoFormer: Local Frequency Transformer for Image Deblurring ↗Xintian Mao, Jiansheng Wang, Xingran Xie et al.47 citations
  26. Mitigating World Biases: A Multimodal Multi-View Debiasing Framework for Fake News Video Detection ↗Zhi Zeng, Minnan Luo, Xiangzheng Kong et al.43 citations
  27. WisdoM: Improving Multimodal Sentiment Analysis by Fusing Contextual World Knowledge ↗Wenbin Wang, Liang Ding, Li Shen et al.43 citations
  28. Diffusion Facial Forgery Detection ↗Harry Hui Cheng, Yangyang Guo, Tianyi Wang et al.42 citations
  29. Exploring Deeper! Segment Anything Model with Depth Perception for Camouflaged Object Detection ↗Zhenni Yu, Xiaoqin Zhang, Li Zhao et al.42 citations
  30. MMDFND: Multi-modal Multi-Domain Fake News Detection ↗Yu Tong, Weihai Lu, Zhe Zhao et al.42 citations
  31. ViewPCGC: View-Guided Learned Point Cloud Geometry Compression ↗Huiming Zheng, Wei Gao, Zhuozhen Yu et al.42 citations
  32. PastNet: Introducing Physical Inductive Biases for Spatio-temporal Video Prediction ↗Hao Wu, Fan Xu, Chong Chen et al.40 citations
  33. From Speaker to Dubber: Movie Dubbing with Prosody and Duration Consistency Learning ↗Zhedong Zhang, Liang Li, Gaoxiang Cong et al.39 citations
  34. LMM-PCQA: Assisting Point Cloud Quality Assessment with LMM ↗Zicheng Zhang, Haoning Wu, Yingjie Zhou et al.38 citations
  35. FM-CLIP: Flexible Modal CLIP for Face Anti-Spoofing ↗Ajian Liu, Hui Ma, Junze Zheng et al.37 citations
  36. AesExpert: Towards Multi-modality Foundation Model for Image Aesthetics Perception ↗Yipo Huang, Xiangfei Sheng, Zhichao Yang et al.36 citations
  37. GalleryGPT: Analyzing Paintings with Large Multimodal Models ↗Yi Bin, Wenhao Shi, Yujuan Ding et al.36 citations
  38. Multimodal Fusion via Hypergraph Autoencoder and Contrastive Learning for Emotion Recognition in Conversation ↗Zijian Yi, Ziming Zhao, Zhishu Shen et al.36 citations
  39. WorldGPT: Empowering LLM as Multimodal World Model ↗Zhiqi Ge, Hongzhe Huang, Mingze Zhou et al.36 citations
  40. Large Multi-modality Model Assisted AI-Generated Image Quality Assessment ↗Puyi Wang, Wei Sun, Zicheng Zhang et al.35 citations
  41. Leveraging Knowledge of Modality Experts for Incomplete Multimodal Learning ↗Wenxin Xu, Hexin Jiang, Xuefeng Liang35 citations
  42. Unleashing the Power of Generic Segmentation Model: A Simple Baseline for Infrared Small Target Detection ↗Mingjin Zhang, Chi Zhang, Qiming Zhang et al.35 citations
  43. Do LLMs Understand Visual Anomalies? Uncovering LLM's Capabilities in Zero-shot Anomaly Detection ↗Jiaqi Zhu, Shaofeng Cai, Fang Yi Deng et al.33 citations
  44. MambaTrack: A Simple Baseline for Multiple Object Tracking with State Space Model ↗Changcheng Xiao, Qiong Cao, Zhigang Luo et al.33 citations
  45. LearningPCC: A PyTorch Library for Learning-Based Point Cloud Compression ↗Liang Xie, Wei Gao31 citations
  46. Robust Prototype Completion for Incomplete Multi-view Clustering ↗Honglin Yuan, Shiyun Lai, Xingfeng Li et al.31 citations
  47. Chain of Visual Perception: Harnessing Multimodal Large Language Models for Zero-shot Camouflaged Object Detection ↗Lv Tang, Peng-Tao Jiang, Zhihui Shen et al.30 citations
  48. Learning Spectral-Decomposited Tokens for Domain Generalized Semantic Segmentation ↗Jingjun Yi, Qi Bi, Hao Zheng et al.30 citations
  49. PCHMVision: An Open-Source Library of Point Cloud Compression for Human and Machine Vision ↗Liang Xie, Wei Gao30 citations
  50. Simple Yet Effective: Structure Guided Pre-trained Transformer for Multi-modal Knowledge Graph Reasoning ↗Ke Liang, Lingyuan Meng, Yue Liu et al.29 citations
  51. Subjective-Aligned Dataset and Metric for Text-to-Video Quality Assessment ↗Tengchuan Kou, Xiaohong Liu, Zicheng Zhang et al.29 citations
  52. Understanding the Impact of AI-Generated Content on Social Media: The Pixiv Case ↗Yiluo Wei, Gareth Tyson29 citations
  53. GaussianTalker: Speaker-specific Talking Head Synthesis via 3D Gaussian Splatting ↗Hongyun Yu, Zhan Qu, Qihang Yu et al.28 citations
  54. HiVG: Hierarchical Multimodal Fine-grained Modulation for Visual Grounding ↗Linhui Xiao, Xiaoshan Yang, Fang Peng et al.28 citations
  55. LampMark: Proactive Deepfake Detection via Training-Free Landmark Perceptual Watermarks ↗Tianyi Wang, Mengxiao Huang, Harry Hui Cheng et al.28 citations
  56. Robust Pseudo-label Learning with Neighbor Relation for Unsupervised Visible-Infrared Person Re-Identification ↗Xiangbo Yin, Jiangming Shi, Yachao Zhang et al.28 citations
  57. StableMoFusion: Towards Robust and Efficient Diffusion-based Motion Generation Framework ↗Youqing Huang, Hui Yang, Chuanchen Luo et al.28 citations
  58. Consistent123: One Image to Highly Consistent 3D Asset Using Case-Aware Diffusion Priors ↗Yukang Lin, Haonan Han, Chaoqun Gong et al.27 citations
  59. GLoMo: Global-Local Modal Fusion for Multimodal Sentiment Analysis ↗Zhuang Yan, Yanru Zhang, Zheng Hu et al.27 citations
  60. Laplacian Matrix Learning for Point Cloud Attribute Compression with Ternary Search-Based Adaptive Block Partition ↗Changhao Peng, Wei Gao27 citations
  61. Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring ↗Hu Gao, Bowen Ma, Ying Zhang et al.27 citations
  62. Multi-Modality Co-Learning for Efficient Skeleton-based Action Recognition ↗Jinfu Liu, Chen Chen, Mengyuan Liu27 citations
  63. Enabling Synergistic Full-Body Control in Prompt-Based Co-Speech Motion Generation ↗Bohong Chen, Yumeng Li, Yao-Xiang Ding et al.26 citations
  64. FineCLIPER: Multi-modal Fine-grained CLIP for Dynamic Facial Expression Recognition with AdaptERs ↗Chen Haodong, Haojian Huang, Junhao Dong et al.26 citations
  65. Harmony in Diversity: Improving All-in-One Image Restoration via Multi-Task Collaboration ↗Gang Wu, Junjun Jiang, Kui Jiang et al.26 citations
  66. Hi3D: Pursuing High-Resolution Image-to-3D Generation with Video Diffusion Models ↗Haibo Yang, Yang Chen, Yingwei Pan et al.26 citations
  67. Multimodal LLM Enhanced Cross-lingual Cross-modal Retrieval ↗Yabing Wang, Le Wang, Qiang Zhou et al.26 citations
  68. Point Cloud Compression, Enhancement and Applications: From 3D Perception to Large Models ↗Wei Gao, Ge Li26 citations
  69. 4D Gaussian Splatting with Scale-aware Residual Field and Adaptive Optimization for Real-time Rendering of Temporally Complex Dynamic Scenes ↗Jinbo Yan, Rui Peng, Luyang Tang et al.25 citations
  70. DMFourLLIE: Dual-Stage and Multi-Branch Fourier Network for Low-Light Image Enhancement ↗Tongshun Zhang, Pingping Liu, Ming Zhao et al.25 citations
  71. DOPRA: Decoding Over-accumulation Penalization and Re-allocation in Specific Weighting Layer ↗Jinfeng Wei, Xiaofeng Zhang25 citations
  72. LDStega: Practical and Robust Generative Image Steganography based on Latent Diffusion Models ↗Yinyin Peng, Yaofei Wang, Donghui Hu et al.25 citations
  73. QE-BEV: Query Evolution for Bird's Eye View Object Detection in Varied Contexts ↗Jiawei Yao, Yingxin Lai, Hongrui Kou et al.25 citations
  74. A Novel State Space Model with Local Enhancement and State Sharing for Image Fusion ↗Zihan Cao, Xiao Wu, Liang-Jian Deng et al.24 citations
  75. Benchmarking In-the-Wild Multimodal Disease Recognition and A Versatile Baseline ↗Tianqi Wei, Zhi Chen, Zi Helen Huang et al.24 citations
  76. MB2C: Multimodal Bidirectional Cycle Consistency for Learning Robust Visual Neural Representations ↗Yayun Wei, Lei Cao, Hao Li et al.24 citations
  77. MiniGPT-3D: Efficiently Aligning 3D Point Clouds with Large Language Models using 2D Priors ↗Yuan Tang, Xu Han, Xianzhi Li et al.24 citations
  78. MultiHateClip: A Multilingual Benchmark Dataset for Hateful Video Detection on YouTube and Bilibili ↗Han Wang, Tan Rui Yang, Usman Naseem et al.24 citations
  79. Auto-ACD: A Large-scale Dataset for Audio-Language Representation Learning ↗Luoyi Sun, Xuenan Xu, Mengyue Wu et al.23 citations
  80. Consistencies are All You Need for Semi-supervised Vision-Language Tracking ↗Jiawei Ge, Jiuxin Cao, Xuelin Zhu et al.23 citations
  81. Dual-Modeling Decouple Distillation for Unsupervised Anomaly Detection ↗Xinyue Liu, Jianyuan Wang, Biao Leng et al.23 citations
  82. FacialPulse: An Efficient RNN-based Depression Detection via Temporal Facial Landmarks ↗Ruiqi Wang, Jinyang Huang, Jie Zhang et al.23 citations
  83. GPT4Video: A Unified Multimodal Large Language Model for lnstruction-Followed Understanding and Safety-Aware Generation ↗Zhanyu Wang, Longyue Wang, Zhen Wei Zhao et al.23 citations
  84. Mitigating Social Hazards: Early Detection of Fake News via Diffusion-Guided Propagation Path Generation ↗Litian Zhang, Xiaoming Zhang, Chaozhuo Li et al.23 citations
  85. PanoSent: A Panoptic Sextuple Extraction Benchmark for Multimodal Conversational Aspect-based Sentiment Analysis ↗Meng Luo, Hao Fei, Bobo Li et al.23 citations
  86. Q-SNNs: Quantized Spiking Neural Networks ↗Wenjie Wei, Yu Liang, Ammar Belatreche et al.23 citations
  87. WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition ↗Lianghui Zhu, Junwei Zhou, Yan Liu et al.23 citations
  88. White-box Multimodal Jailbreaks Against Large Vision-Language Models ↗Ruofan Wang, Xingjun Ma, Hanxu Zhou et al.23 citations
  89. EMVCC: Enhanced Multi-View Contrastive Clustering for Hyperspectral Images ↗Fulin Luo, Yi Liu, Xiuwen Gong et al.22 citations
  90. Exploring the Robustness of Decision-Level Through Adversarial Attacks on LLM-Based Embodied Models ↗Shuyuan Liu, Jiawei Chen, Shouwei Ruan et al.22 citations
  91. HandRefiner: Refining Malformed Hands in Generated Images by Diffusion-based Conditional Inpainting ↗Wenquan Lu, Yufei Xu, Jing Zhang et al.22 citations
  92. Linearly-evolved Transformer for Pan-sharpening ↗Junming Hou, Zihan Cao, Naishan Zheng et al.22 citations
  93. Modality-Balanced Learning for Multimedia Recommendation ↗Jinghao Zhang, Guofan Liu, Qiang Liu et al.22 citations
  94. Prior Knowledge Integration via LLM Encoding and Pseudo Event Regulation for Video Moment Retrieval ↗Yiyang Jiang, Wengyu Zhang, Xu-Lu Zhang et al.22 citations
  95. AxiomVision: Accuracy-Guaranteed Adaptive Visual Model Selection for Perspective-Aware Video Analytics ↗Xiangxiang Dai, Zeyu Zhang, Peng Yang et al.21 citations
  96. GOI: Find 3D Gaussians of Interest with an Optimizable Open-vocabulary Semantic-space Hyperplane ↗Yansong Qu, Shaohui Dai, Xinyang Li et al.21 citations
  97. Gait Recognition in Large-scale Free Environment via Single LiDAR ↗Xiao Han, Yiming Ren, Peishan Cong et al.21 citations
  98. GuidedNet: Semi-Supervised Multi-Organ Segmentation via Labeled Data Guide Unlabeled Data ↗Haochen Zhao, Hui Meng, Deqian Yang et al.21 citations
  99. Cantor: Inspiring Multimodal Chain-of-Thought of MLLM ↗Timin Gao, Peixian Chen, Mengdan Zhang et al.20 citations
  100. Hal-Eval: A Universal and Fine-grained Hallucination Evaluation Framework for Large Vision Language Models ↗Chaoya Jiang, Hongrui Jia, Mengfan Dong et al.20 citations

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