📰 ACM International Conference on Multimedia (ACM MM) 2022 — accepted papers

ACM International Conference on Multimedia (ACM MM) 2022 is the 2022 edition of the ACM International Conference on Multimedia (ACM MM). OpenAlex lists 829 papers of it; our library holds 1 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. LayoutLMv3: Pre-training for Document AI with Unified Text and Image MaskingYupan Huang, Tengchao Lv, Lei Cui et al.634 citations · our summary
2. MMRotate ↗Yue Zhou, Xue Yang, Gefan Zhang et al.414 citations
3. X-CLIP: End-to-End Multi-grained Contrastive Learning for Video-Text Retrieval ↗Yiwei Ma, Guohai Xu, Xiaoshuai Sun et al.321 citations
4. Disentangled Representation Learning for Multimodal Emotion Recognition ↗Dingkang Yang, Shuai Huang, Haopeng Kuang et al.266 citations
5. A Deep Learning based No-reference Quality Assessment Model for UGC Videos ↗Wei Sun, Xiongkuo Min, Wei Lu et al.240 citations
6. RKformer: Runge-Kutta Transformer with Random-Connection Attention for Infrared Small Target Detection ↗Mingjin Zhang, Haichen Bai, Jing Zhang et al.230 citations
7. Hybrid Spatial-Temporal Entropy Modelling for Neural Video Compression ↗Jiahao Li, Bin Li, Yan Lu205 citations
8. PYSKL: Towards Good Practices for Skeleton Action Recognition ↗Haodong Duan, Jiaqi Wang, Kai Chen et al.198 citations
9. Learning Granularity-Unified Representations for Text-to-Image Person Re-identification ↗Zhiyin Shao, Xinyu Zhang, Meng Fang et al.195 citations
10. DiT: Self-supervised Pre-training for Document Image Transformer ↗Junlong Li, Yiheng Xu, Tengchao Lv et al.186 citations

All accepted papers (829)

The most cited first; 1 with our summary link to their page here, the others to the original.

1. LayoutLMv3: Pre-training for Document AI with Unified Text and Image MaskingYupan Huang, Tengchao Lv, Lei Cui et al.634 citations · our summary
2. MMRotate ↗Yue Zhou, Xue Yang, Gefan Zhang et al.414 citations
3. X-CLIP: End-to-End Multi-grained Contrastive Learning for Video-Text Retrieval ↗Yiwei Ma, Guohai Xu, Xiaoshuai Sun et al.321 citations
4. Disentangled Representation Learning for Multimodal Emotion Recognition ↗Dingkang Yang, Shuai Huang, Haopeng Kuang et al.266 citations
5. A Deep Learning based No-reference Quality Assessment Model for UGC Videos ↗Wei Sun, Xiongkuo Min, Wei Lu et al.240 citations
6. RKformer: Runge-Kutta Transformer with Random-Connection Attention for Infrared Small Target Detection ↗Mingjin Zhang, Haichen Bai, Jing Zhang et al.230 citations
7. Hybrid Spatial-Temporal Entropy Modelling for Neural Video Compression ↗Jiahao Li, Bin Li, Yan Lu205 citations
8. PYSKL: Towards Good Practices for Skeleton Action Recognition ↗Haodong Duan, Jiaqi Wang, Kai Chen et al.198 citations
9. Learning Granularity-Unified Representations for Text-to-Image Person Re-identification ↗Zhiyin Shao, Xinyu Zhang, Meng Fang et al.195 citations
10. DiT: Self-supervised Pre-training for Document Image Transformer ↗Junlong Li, Yiheng Xu, Tengchao Lv et al.186 citations
11. ProDiff ↗Rongjie Huang, Zhou Li Zhao, Huadai Liu et al.183 citations
12. Prompting for Multi-Modal Tracking ↗Jinyu Yang, Zhe Li, Feng Zheng et al.172 citations
13. DetFusion: A Detection-driven Infrared and Visible Image Fusion Network ↗Yiming Sun, Bing Cao, Pengfei Zhu et al.168 citations
14. CubeMLP: An MLP-based Model for Multimodal Sentiment Analysis and Depression Estimation ↗Hao Sun, Hongyi Wang, Jiaqing Liu et al.162 citations
15. You Only Hypothesize Once ↗Haiping Wang, Yuan Liu, Zhen Dong et al.143 citations
16. Exploring Feature Compensation and Cross-level Correlation for Infrared Small Target Detection ↗Mingjin Zhang, Ke Yue, Jing Zhang et al.140 citations
17. SIM-Trans: Structure Information Modeling Transformer for Fine-grained Visual Categorization ↗Hongbo Sun, Xiangteng He, Yuxin Peng129 citations
18. Real-World Blind Super-Resolution via Feature Matching with Implicit High-Resolution Priors ↗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 ↗Han Fang, Zhaoyang Jia, Zehua Ma et al.127 citations
20. CAIBC: Capturing All-round Information Beyond Color for Text-based Person Retrieval ↗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 ↗Zijie Wang, Aichun Zhu, Jingyi Xue et al.123 citations
22. NeRF-SR: High Quality Neural Radiance Fields using Supersampling ↗Chen Wang, Xian Wu, Yuan-Chen Guo et al.116 citations
23. Augmented Dual-Contrastive Aggregation Learning for Unsupervised Visible-Infrared Person Re-Identification ↗Bin Yang, Mang Ye, Jun Chen et al.112 citations
24. PreyNet: Preying on Camouflaged Objects ↗Miao Zhang, Shuang Xu, Yongri Piao et al.112 citations
25. Towards Adversarial Attack on Vision-Language Pre-training Models ↗Jiaming Zhang, Qi Yi, Jitao Sang112 citations

See all 829 papers in ACM International Conference on Multimedia (ACM MM) 2022 — accepted papers →

📄 Papers with our summary in our library (1)

The most cited first (OpenAlex citations plus our library's).

1. LayoutLMv3: Pre-training for Document AI with Unified Text and Image MaskingACM International Conference on Multimedia (ACM MM)Yupan Huang, Tengchao Lv, Lei Cui, et al.2022 · 778 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

🧠Language models & pretraining (1)

📚 Fields

🎭Arts and Humanities (1)🖥️Computer Science (1)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓Sun Yat-sen UniversityGuangzhou · China1 work here🏢Microsoft Research AsiaBeijing · China1 work here

works and citations from OpenAlex and our library.

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