---
title: "ACM International Conference on Multimedia (ACM MM) 2022 —"
description: "All 829 papers of ACM International Conference on Multimedia (ACM MM) 2022 · page 1 of 9, the most cited first; those with our summary link to it."
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# ACM International Conference on Multimedia (ACM MM) 2022: all accepted papers

829 papers · page 1 of 9 · the most cited first · [← ACM International Conference on Multimedia (ACM MM) 2022](https://md.research.elamur.ai/free/en/venues/acm-international-conference-on-multimedia-acm-mm/2022/)

**1** [2](https://md.research.elamur.ai/free/en/venues/acm-international-conference-on-multimedia-acm-mm/2022/papers/page/2/) … [9](https://md.research.elamur.ai/free/en/venues/acm-international-conference-on-multimedia-acm-mm/2022/papers/page/9/) [next →](https://md.research.elamur.ai/free/en/venues/acm-international-conference-on-multimedia-acm-mm/2022/papers/page/2/)

1. **[LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking](https://md.research.elamur.ai/free/en/papers/huang-2022-layoutlmv3-pre-training-document-ai/)**Yupan Huang, Tengchao Lv, Lei Cui et al.*634 citations · our summary*
2. **[MMRotate ↗](https://doi.org/10.1145/3503161.3548541)**Yue Zhou, Xue Yang, Gefan Zhang et al.*414 citations*
3. **[X-CLIP: End-to-End Multi-grained Contrastive Learning for Video-Text Retrieval ↗](https://doi.org/10.1145/3503161.3547910)**Yiwei Ma, Guohai Xu, Xiaoshuai Sun et al.*321 citations*
4. **[Disentangled Representation Learning for Multimodal Emotion Recognition ↗](https://doi.org/10.1145/3503161.3547754)**Dingkang Yang, Shuai Huang, Haopeng Kuang et al.*266 citations*
5. **[A Deep Learning based No-reference Quality Assessment Model for UGC Videos ↗](https://doi.org/10.1145/3503161.3548329)**Wei Sun, Xiongkuo Min, Wei Lu et al.*240 citations*
6. **[RKformer: Runge-Kutta Transformer with Random-Connection Attention for Infrared Small Target Detection ↗](https://doi.org/10.1145/3503161.3547817)**Mingjin Zhang, Haichen Bai, Jing Zhang et al.*230 citations*
7. **[Hybrid Spatial-Temporal Entropy Modelling for Neural Video Compression ↗](https://doi.org/10.1145/3503161.3547845)**Jiahao Li, Bin Li, Yan Lu*205 citations*
8. **[PYSKL: Towards Good Practices for Skeleton Action Recognition ↗](https://doi.org/10.1145/3503161.3548546)**Haodong Duan, Jiaqi Wang, Kai Chen et al.*198 citations*
9. **[Learning Granularity-Unified Representations for Text-to-Image Person Re-identification ↗](https://doi.org/10.1145/3503161.3548028)**Zhiyin Shao, Xinyu Zhang, Meng Fang et al.*195 citations*
10. **[DiT: Self-supervised Pre-training for Document Image Transformer ↗](https://doi.org/10.1145/3503161.3547911)**Junlong Li, Yiheng Xu, Tengchao Lv et al.*186 citations*
11. **[ProDiff ↗](https://doi.org/10.1145/3503161.3547855)**Rongjie Huang, Zhou Li Zhao, Huadai Liu et al.*183 citations*
12. **[Prompting for Multi-Modal Tracking ↗](https://doi.org/10.1145/3503161.3547851)**Jinyu Yang, Zhe Li, Feng Zheng et al.*172 citations*
13. **[DetFusion: A Detection-driven Infrared and Visible Image Fusion Network ↗](https://doi.org/10.1145/3503161.3547902)**Yiming Sun, Bing Cao, Pengfei Zhu et al.*168 citations*
14. **[CubeMLP: An MLP-based Model for Multimodal Sentiment Analysis and Depression Estimation ↗](https://doi.org/10.1145/3503161.3548025)**Hao Sun, Hongyi Wang, Jiaqing Liu et al.*162 citations*
15. **[You Only Hypothesize Once ↗](https://doi.org/10.1145/3503161.3548023)**Haiping Wang, Yuan Liu, Zhen Dong et al.*143 citations*
16. **[Exploring Feature Compensation and Cross-level Correlation for Infrared Small Target Detection ↗](https://doi.org/10.1145/3503161.3548264)**Mingjin Zhang, Ke Yue, Jing Zhang et al.*140 citations*
17. **[SIM-Trans: Structure Information Modeling Transformer for Fine-grained Visual Categorization ↗](https://doi.org/10.1145/3503161.3548308)**Hongbo Sun, Xiangteng He, Yuxin Peng*129 citations*
18. **[Real-World Blind Super-Resolution via Feature Matching with Implicit High-Resolution Priors ↗](https://doi.org/10.1145/3503161.3547833)**Chaofeng Chen, Xinyu Shi, Yipeng Qin et al.*128 citations*
19. **[PIMoG: An Effective Screen-shooting Noise-Layer Simulation for Deep-Learning-Based Watermarking Network ↗](https://doi.org/10.1145/3503161.3548049)**Han Fang, Zhaoyang Jia, Zehua Ma et al.*127 citations*
20. **[CAIBC: Capturing All-round Information Beyond Color for Text-based Person Retrieval ↗](https://doi.org/10.1145/3503161.3548057)**Zijie Wang, Aichun Zhu, Jingyi Xue et al.*125 citations*
21. **[Look Before You Leap: Improving Text-based Person Retrieval by Learning A Consistent Cross-modal Common Manifold ↗](https://doi.org/10.1145/3503161.3548166)**Zijie Wang, Aichun Zhu, Jingyi Xue et al.*123 citations*
22. **[NeRF-SR: High Quality Neural Radiance Fields using Supersampling ↗](https://doi.org/10.1145/3503161.3547808)**Chen Wang, Xian Wu, Yuan-Chen Guo et al.*116 citations*
23. **[Augmented Dual-Contrastive Aggregation Learning for Unsupervised Visible-Infrared Person Re-Identification ↗](https://doi.org/10.1145/3503161.3548198)**Bin Yang, Mang Ye, Jun Chen et al.*112 citations*
24. **[PreyNet: Preying on Camouflaged Objects ↗](https://doi.org/10.1145/3503161.3548178)**Miao Zhang, Shuang Xu, Yongri Piao et al.*112 citations*
25. **[Towards Adversarial Attack on Vision-Language Pre-training Models ↗](https://doi.org/10.1145/3503161.3547801)**Jiaming Zhang, Qi Yi, Jitao Sang*112 citations*
26. **[Magic ELF: Image Deraining Meets Association Learning and Transformer ↗](https://doi.org/10.1145/3503161.3547760)**Kui Jiang, Zhongyuan Wang, Chen Chen et al.*101 citations*
27. **[Deep Evidential Learning with Noisy Correspondence for Cross-modal Retrieval ↗](https://doi.org/10.1145/3503161.3547922)**Yang Qin, Dezhong Peng, Xi Peng et al.*100 citations*
28. **[Towards Blind Watermarking: Combining Invertible and Non-invertible Mechanisms ↗](https://doi.org/10.1145/3503161.3547950)**Rui Ma, Mengxi Guo, Yi Hou et al.*98 citations*
29. **[Dynamic Prototype Mask for Occluded Person Re-Identification ↗](https://doi.org/10.1145/3503161.3547764)**Lei Tan, Pingyang Dai, Rongrong Ji et al.*95 citations*
30. **[Differentiable Cross-modal Hashing via Multimodal Transformers ↗](https://doi.org/10.1145/3503161.3548187)**Junfeng Tu, Xueliang Liu, Zongxiang Lin et al.*93 citations*
31. **[Not All Pixels Are Matched ↗](https://doi.org/10.1145/3503161.3547970)**Hanzhe Sun, Jun Liu, Zhizhong Zhang et al.*90 citations*
32. **[Relation-enhanced Negative Sampling for Multimodal Knowledge Graph Completion ↗](https://doi.org/10.1145/3503161.3548388)**Derong Xu, Tong Xu, Shiwei Wu et al.*90 citations*
33. **[MAFW: A Large-scale, Multi-modal, Compound Affective Database for Dynamic Facial Expression Recognition in the Wild ↗](https://doi.org/10.1145/3503161.3548190)**Yuanyuan Liu, Wei Dai, Chuanxu Feng et al.*86 citations*
34. **[MegaPortraits: One-shot Megapixel Neural Head Avatars ↗](https://doi.org/10.1145/3503161.3547838)**Nikita Drobyshev, Jenya Chelishev, Taras Khakhulin et al.*86 citations*
35. **[Align, Reason and Learn: Enhancing Medical Vision-and-Language Pre-training with Knowledge ↗](https://doi.org/10.1145/3503161.3547948)**Zhihong Chen, Guanbin Li, Xiang Wan*82 citations*
36. **[Visual Grounding in Remote Sensing Images ↗](https://doi.org/10.1145/3503161.3548316)**Yuxi Sun, Shanshan Feng, Xutao Li et al.*78 citations*
37. **[ReFormer: The Relational Transformer for Image Captioning ↗](https://doi.org/10.1145/3503161.3548409)**Xuewen Yang, Yingru Liu, Xin Wang*72 citations*
38. **[Towards Accurate Post-Training Quantization for Vision Transformer ↗](https://doi.org/10.1145/3503161.3547826)**Yifu Ding, Haotong Qin, Qinghua Yan et al.*72 citations*
39. **[AesUST: Towards Aesthetic-Enhanced Universal Style Transfer ↗](https://doi.org/10.1145/3503161.3547939)**Zhizhong Wang, Zhanjie Zhang, Lei Zhao et al.*71 citations*
40. **[Reading and Writing: Discriminative and Generative Modeling for Self-Supervised Text Recognition ↗](https://doi.org/10.1145/3503161.3547784)**Mingkun Yang, Minghui Liao, Pu Lu et al.*70 citations*
41. **[MIntRec: A New Dataset for Multimodal Intent Recognition ↗](https://doi.org/10.1145/3503161.3547906)**Hanlei Zhang, Hua Xu, Xin Wang et al.*68 citations*
42. **[Adaptive Mixture of Experts Learning for Generalizable Face Anti-Spoofing ↗](https://doi.org/10.1145/3503161.3547769)**Qianyu Zhou, Ke-Yue Zhang, Taiping Yao et al.*66 citations*
43. **[Can Language Understand Depth? ↗](https://doi.org/10.1145/3503161.3549201)**Renrui Zhang, Ziyao Zeng, Ziyu Guo et al.*66 citations*
44. **[Counterfactual Reasoning for Out-of-distribution Multimodal Sentiment Analysis ↗](https://doi.org/10.1145/3503161.3548211)**Teng Fei Sun, Wenjie Wang, Liqaing Jing et al.*65 citations*
45. **[Modality-aware Contrastive Instance Learning with Self-Distillation for Weakly-Supervised Audio-Visual Violence Detection ↗](https://doi.org/10.1145/3503161.3547868)**Jiashuo Yu, Jinyu Liu, Ying Cheng et al.*65 citations*
46. **[Partially Relevant Video Retrieval ↗](https://doi.org/10.1145/3503161.3547976)**Jianfeng Dong, Xianke Chen, Minsong Zhang et al.*65 citations*
47. **[SPTS: Single-Point Text Spotting ↗](https://doi.org/10.1145/3503161.3547942)**Dezhi Peng, Xinyu Wang, Yuliang Liu et al.*65 citations*
48. **[mmBody Benchmark: 3D Body Reconstruction Dataset and Analysis for Millimeter Wave Radar ↗](https://doi.org/10.1145/3503161.3548262)**Anjun Chen, Xiangyu Wang, Shaohao Zhu et al.*65 citations*
49. **[A Multi-view Spectral-Spatial-Temporal Masked Autoencoder for Decoding Emotions with Self-supervised Learning ↗](https://doi.org/10.1145/3503161.3548243)**Rui Li, Yiting Wang, Wei‐Long Zheng et al.*64 citations*
50. **[Domain Generalization via Frequency-domain-based Feature Disentanglement and Interaction ↗](https://doi.org/10.1145/3503161.3548267)**Jingye Wang, Ruoyi Du, Dongliang Chang et al.*64 citations*
51. **[Generative Steganography Network ↗](https://doi.org/10.1145/3503161.3548217)**Wei Ping, Sheng Li, Xinpeng Zhang et al.*64 citations*
52. **[Learning Modality-Specific and -Agnostic Representations for Asynchronous Multimodal Language Sequences ↗](https://doi.org/10.1145/3503161.3547755)**Dingkang Yang, Haopeng Kuang, Shuai Huang et al.*64 citations*
53. **[MM-Pyramid: Multimodal Pyramid Attentional Network for Audio-Visual Event Localization and Video Parsing ↗](https://doi.org/10.1145/3503161.3547869)**Jiashuo Yu, Ying Cheng, Rui-Wei Zhao et al.*64 citations*
54. **[AVQA: A Dataset for Audio-Visual Question Answering on Videos ↗](https://doi.org/10.1145/3503161.3548291)**Pinci Yang, Xin Wang, Xuguang Duan et al.*63 citations*
55. **[DDGHM: Dual Dynamic Graph with Hybrid Metric Training for Cross-Domain Sequential Recommendation ↗](https://doi.org/10.1145/3503161.3548072)**Xiaolin Zheng, Jiajie Su, Weiming Liu et al.*62 citations*
56. **[DPCNet: Dual Path Multi-Excitation Collaborative Network for Facial Expression Representation Learning in Videos ↗](https://doi.org/10.1145/3503161.3547865)**Yan Wang, Yixuan Sun, Wei Song et al.*62 citations*
57. **[Continual Multi-view Clustering ↗](https://doi.org/10.1145/3503161.3547864)**Xinhang Wan, Jiyuan Liu, Weixuan Liang et al.*59 citations*
58. **[Cross-Modality High-Frequency Transformer for MR Image Super-Resolution ↗](https://doi.org/10.1145/3503161.3547804)**Chaowei Fang, Dingwen Zhang, Liang Wang et al.*59 citations*
59. **[Dynamically Adjust Word Representations Using Unaligned Multimodal Information ↗](https://doi.org/10.1145/3503161.3548137)**Jiwei Guo, Jiajia Tang, Weichen Dai et al.*59 citations*
60. **[Learning from Different text-image Pairs: A Relation-enhanced Graph Convolutional Network for Multimodal NER ↗](https://doi.org/10.1145/3503161.3548228)**Fei Zhao, Chunhui Li, Zhen Wu et al.*58 citations*
61. **[3D-CNN for Facial Micro- and Macro-expression Spotting on Long Video Sequences using Temporal Oriented Reference Frame ↗](https://doi.org/10.1145/3503161.3551570)**Chuin Hong Yap, Moi Hoon Yap, Adrian K. Davison et al.*57 citations*
62. **[T-former: An Efficient Transformer for Image Inpainting ↗](https://doi.org/10.1145/3503161.3548446)**Ye Deng, Siqi Hui, Sanping Zhou et al.*57 citations*
63. **[TSRFormer ↗](https://doi.org/10.1145/3503161.3548038)**Weihong Lin, Zheng Sun, Chixiang Ma et al.*56 citations*
64. **[Image Quality Assessment: From Mean Opinion Score to Opinion Score Distribution ↗](https://doi.org/10.1145/3503161.3547872)**Yixuan Gao, Xiongkuo Min, Yucheng Zhu et al.*53 citations*
65. **[Diverse Human Motion Prediction via Gumbel-Softmax Sampling from an Auxiliary Space ↗](https://doi.org/10.1145/3503161.3547956)**Lingwei Dang, Yongwei Nie, Chengjiang Long et al.*52 citations*
66. **[Graph-DETR3D ↗](https://doi.org/10.1145/3503161.3547859)**Zehui Chen, Zhenyu Li, Shiquan Zhang et al.*52 citations*
67. **[Reducing the Vision and Language Bias for Temporal Sentence Grounding ↗](https://doi.org/10.1145/3503161.3547969)**Daizong Liu, Xiaoye Qu, Wei Hu*52 citations*
68. **[Hierarchical Scene Normality-Binding Modeling for Anomaly Detection in Surveillance Videos ↗](https://doi.org/10.1145/3503161.3548199)**Qianyue Bao, Fang Liu, Yang Liu et al.*51 citations*
69. **[Rate-Distortion-Guided Learning Approach with Cross-Projection Information for V-PCC Fast CU Decision ↗](https://doi.org/10.1145/3503161.3548215)**Hang Yuan, Wei Gao, Ge Li et al.*51 citations*
70. **[DisCo ↗](https://doi.org/10.1145/3503161.3548400)**Haiyang Liu, Naoya Iwamoto, Zihao Zhu et al.*50 citations*
71. **[Gait Recognition in the Wild with Multi-hop Temporal Switch ↗](https://doi.org/10.1145/3503161.3547897)**Jinkai Zheng, Xinchen Liu, Xiaoyan Gu et al.*50 citations*
72. **[Multi-Attention Network for Compressed Video Referring Object Segmentation ↗](https://doi.org/10.1145/3503161.3547761)**Weidong Chen, Dexiang Hong, Yuankai Qi et al.*50 citations*
73. **[OpenPointCloud ↗](https://doi.org/10.1145/3503161.3548545)**Wei Gao, Hua Ye, Ge Li et al.*50 citations*
74. **[Target-Driven Structured Transformer Planner for Vision-Language Navigation ↗](https://doi.org/10.1145/3503161.3548281)**Yusheng Zhao, Jinyu Chen, Chen Gao et al.*50 citations*
75. **[Draw Your Art Dream: Diverse Digital Art Synthesis with Multimodal Guided Diffusion ↗](https://doi.org/10.1145/3503161.3548282)**Nisha Huang, Fan Tang, Weiming Dong et al.*49 citations*
76. **[Physical Backdoor Attacks to Lane Detection Systems in Autonomous Driving ↗](https://doi.org/10.1145/3503161.3548171)**Xingshuo Han, Guowen Xu, Yuan Hua Zhou et al.*49 citations*
77. **[Deepfake Video Detection with Spatiotemporal Dropout Transformer ↗](https://doi.org/10.1145/3503161.3547913)**DaiChi Zhang, Fanzhao Lin, Yingying Hua et al.*48 citations*
78. **[Improving Generalization for Neural Adaptive Video Streaming via Meta Reinforcement Learning ↗](https://doi.org/10.1145/3503161.3548331)**Nuowen Kan, Yuankun Jiang, Chenglin Li et al.*48 citations*
79. **[Learning Hybrid Behavior Patterns for Multimedia Recommendation ↗](https://doi.org/10.1145/3503161.3548119)**Zongshen Mu, Yueting Zhuang, Jie Tan et al.*48 citations*
80. **[Towards All Weather and Unobstructed Multi-Spectral Image Stitching ↗](https://doi.org/10.1145/3503161.3547966)**Zhiying Jiang, Zengxi Zhang, Xin Fan et al.*48 citations*
81. **[Complementarity-Enhanced and Redundancy-Minimized Collaboration Network for Multi-agent Perception ↗](https://doi.org/10.1145/3503161.3548197)**Guiyang Luo, Hui Zhang, Quan Yuan et al.*47 citations*
82. **[RepSR: Training Efficient VGG-style Super-Resolution Networks with Structural Re-Parameterization and Batch Normalization ↗](https://doi.org/10.1145/3503161.3547915)**Xintao Wang, Chao Dong, Ying Shan*46 citations*
83. **[AdaMask: Enabling Machine-Centric Video Streaming with Adaptive Frame Masking for DNN Inference Offloading ↗](https://doi.org/10.1145/3503161.3548033)**Shengzhong Liu, Tianshi Wang, Jinyang Li et al.*45 citations*
84. **[FCL-GAN: A Lightweight and Real-Time Baseline for Unsupervised Blind Image Deblurring ↗](https://doi.org/10.1145/3503161.3548113)**Suiyi Zhao, Zhao Zhang, Richang Hong et al.*45 citations*
85. **[Few-Shot Model Agnostic Federated Learning ↗](https://doi.org/10.1145/3503161.3548764)**Wenke Huang, Mang Ye, Bo Du et al.*45 citations*
86. **[Invariant Representation Learning for Multimedia Recommendation ↗](https://doi.org/10.1145/3503161.3548405)**Xiaoyu Du, Zike Wu, Fuli Feng et al.*45 citations*
87. **[Query Prior Matters ↗](https://doi.org/10.1145/3503161.3548427)**Meihuizi Jia, Xin Shen, Lei Shen et al.*45 citations*
88. **[SingGAN: Generative Adversarial Network For High-Fidelity Singing Voice Generation ↗](https://doi.org/10.1145/3503161.3547854)**Rongjie Huang, Chenye Cui, Feiyang Chen et al.*45 citations*
89. **[Adaptively Learning Low-high Frequency Information Integration for Pan-sharpening ↗](https://doi.org/10.1145/3503161.3547924)**Man Zhou, Jie Huang, Chongyi Li et al.*44 citations*
90. **[Gloss Semantic-Enhanced Network with Online Back-Translation for Sign Language Production ↗](https://doi.org/10.1145/3503161.3547830)**Shengeng Tang, Richang Hong, Dan Guo et al.*44 citations*
91. **[Unified Multi-modal Pre-training for Few-shot Sentiment Analysis with Prompt-based Learning ↗](https://doi.org/10.1145/3503161.3548306)**Yang Yu, Dong Zhang, Shoushan Li*44 citations*
92. **[Adaptive Hypergraph Convolutional Network for No-Reference 360-degree Image Quality Assessment ↗](https://doi.org/10.1145/3503161.3548337)**Jun Fu, Chen Hou, Wei Zhou et al.*43 citations*
93. **[Bi-directional Heterogeneous Graph Hashing towards Efficient Outfit Recommendation ↗](https://doi.org/10.1145/3503161.3548020)**Weili Guan, Xuemeng Song, Haoyu Zhang et al.*43 citations*
94. **[Saliency in Augmented Reality ↗](https://doi.org/10.1145/3503161.3547955)**Huiyu Duan, Wei Shen, Xiongkuo Min et al.*43 citations*
95. **[Improving Transferability for Domain Adaptive Detection Transformers ↗](https://doi.org/10.1145/3503161.3548246)**Kaixiong Gong, Shuang Li, Shugang Li et al.*42 citations*
96. **[Learning Cross-Image Object Semantic Relation in Transformer for Few-Shot Fine-Grained Image Classification ↗](https://doi.org/10.1145/3503161.3547961)**Bo Zhang, Jiakang Yuan, Baopu Li et al.*42 citations*
97. **[Rotation Invariant Transformer for Recognizing Object in UAVs ↗](https://doi.org/10.1145/3503161.3547799)**Shuoyi Chen, Mang Ye, Bo Du*42 citations*
98. **[Towards Complex Document Understanding By Discrete Reasoning ↗](https://doi.org/10.1145/3503161.3548422)**Fengbin Zhu, Wenqiang Lei, Fuli Feng et al.*42 citations*
99. **[A Unified End-to-End Retriever-Reader Framework for Knowledge-based VQA ↗](https://doi.org/10.1145/3503161.3547870)**Yangyang Guo, Liqiang Nie, Yongkang Wong et al.*41 citations*
100. **[Cycle-Interactive Generative Adversarial Network for Robust Unsupervised Low-Light Enhancement ↗](https://doi.org/10.1145/3503161.3548006)**Zhangkai Ni, Wenhan Yang, Hanli Wang et al.*41 citations*

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