📰 IEEE Transactions on Pattern Analysis and Machine Intelligence 2023 — papers

The works of IEEE Transactions on Pattern Analysis and Machine Intelligence published in 2023 that our library holds (publisher: IEEE Computer Society): 1 work, listed below with the most cited first; each has a page with our summary, its key points and its references.

Most cited papers

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

1. Diffusion Models in Vision: A Survey ↗Florinel-Alin Croitoru, Vlad Hondru, Radu Tudor Ionescu et al.1,859 citations
2. Multimodal Learning With Transformers: A Survey ↗Peng Xu, Xiatian Zhu, David Andrew Clifton1,020 citations
3. Transfer Learning in Deep Reinforcement Learning: A Survey ↗Zhuangdi Zhu, Kaixiang Lin, Anil Kumar Jain et al.846 citations
4. Deep Long-Tailed Learning: A Survey ↗Yifan Zhang, Bingyi Kang, Bryan Hooi et al.769 citations
5. Towards Large-Scale Small Object Detection: Survey and Benchmarks ↗Gong Cheng, Xiang Yuan, Xiwen Yao et al.659 citations
6. UniFormer: Unifying Convolution and Self-Attention for Visual Recognition ↗Kunchang Li, Yali Wang, Junhao Zhang et al.616 citations
7. Normalization Techniques in Training DNNs: Methodology, Analysis and Application ↗Lei Huang, Jie Qin, Yi Zhou et al.537 citations
8. LRRNet: A Novel Representation Learning Guided Fusion Network for Infrared and Visible Images ↗Hui Li, Tianyang Xu, Xiao‐Jun Wu et al.493 citations
9. Restoring Vision in Adverse Weather Conditions With Patch-Based Denoising Diffusion Models ↗Ozan Özdenizci, Robert A. Legenstein469 citations
10. Dawn of the Transformer Era in Speech Emotion Recognition: Closing the Valence Gap ↗Johannes Wagner, Andreas Triantafyllopoulos, Hagen Wierstorf et al.395 citations

All works of the year (679)

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

1. Diffusion Models in Vision: A Survey ↗Florinel-Alin Croitoru, Vlad Hondru, Radu Tudor Ionescu et al.1,859 citations
2. Multimodal Learning With Transformers: A Survey ↗Peng Xu, Xiatian Zhu, David Andrew Clifton1,020 citations
3. Transfer Learning in Deep Reinforcement Learning: A Survey ↗Zhuangdi Zhu, Kaixiang Lin, Anil Kumar Jain et al.846 citations
4. Deep Long-Tailed Learning: A Survey ↗Yifan Zhang, Bingyi Kang, Bryan Hooi et al.769 citations
5. Towards Large-Scale Small Object Detection: Survey and Benchmarks ↗Gong Cheng, Xiang Yuan, Xiwen Yao et al.659 citations
6. UniFormer: Unifying Convolution and Self-Attention for Visual Recognition ↗Kunchang Li, Yali Wang, Junhao Zhang et al.616 citations
7. Normalization Techniques in Training DNNs: Methodology, Analysis and Application ↗Lei Huang, Jie Qin, Yi Zhou et al.537 citations
8. LRRNet: A Novel Representation Learning Guided Fusion Network for Infrared and Visible Images ↗Hui Li, Tianyang Xu, Xiao‐Jun Wu et al.493 citations
9. Restoring Vision in Adverse Weather Conditions With Patch-Based Denoising Diffusion Models ↗Ozan Özdenizci, Robert A. Legenstein469 citations
10. Dawn of the Transformer Era in Speech Emotion Recognition: Closing the Valence Gap ↗Johannes Wagner, Andreas Triantafyllopoulos, Hagen Wierstorf et al.395 citations
11. Visible and Infrared Image Fusion Using Deep Learning ↗Xingchen Zhang, Yiannis Demiris392 citations
12. Structured Pruning for Deep Convolutional Neural Networks: A Survey ↗Yang He, Lingao Xiao363 citations
13. Cross-Modal Causal Relational Reasoning for Event-Level Visual Question Answering ↗Yang Liu, Guanbin Li, Liang Lin348 citations
14. MetaFormer Baselines for Vision ↗Weihao Yu, Chenyang Si, Pan Zhou et al.331 citations
15. CrossFormer++: A Versatile Vision Transformer Hinging on Cross-Scale Attention ↗Wenxiao Wang, Wei Chen, Qibo Qiu et al.318 citations
16. Unsupervised Domain Adaptation of Object Detectors: A Survey ↗Poojan Oza, Vishwanath A. Sindagi, Vibashan VS et al.302 citations
17. MURF: Mutually Reinforcing Multi-Modal Image Registration and Fusion ↗Han Xu, Jiteng Yuan, Jiayi Ma288 citations
18. GeoTransformer: Fast and Robust Point Cloud Registration With Geometric Transformer ↗Zheng Qin, Hao Yu, Changjian Wang et al.279 citations
19. Attention Spiking Neural Networks ↗Man Yao, Guangshe Zhao, Hengyu Zhang et al.266 citations
20. Towards Human-Centered Explainable AI: A Survey of User Studies for Model Explanations ↗Yao Rong, Tobias Leemann, Thai-trang Nguyen et al.264 citations
21. Image Restoration via Frequency Selection ↗Yuning Cui, Wenqi Ren, Xiaochun Cao et al.259 citations
22. Large Scale Visual Food Recognition ↗Weiqing Min, Zhiling Wang, Yuxin Liu et al.253 citations
23. Unifying Flow, Stereo and Depth Estimation ↗Haofei Xu, Jing Zhang, Jianfei Cai et al.245 citations
24. RelTR: Relation Transformer for Scene Graph Generation ↗Yuren Cong, Michael Ying Yang, Bodo Rosenhahn239 citations
25. Self-Supervised Contrastive Representation Learning for Semi-Supervised Time-Series Classification ↗Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen et al.221 citations

See all 679 papers in IEEE Transactions on Pattern Analysis and Machine Intelligence 2023 — papers →

📄 Works with our summary in our library (1)

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

1. Otter: A Multi-Modal Model with In-Context Instruction TuningIEEE Transactions on Pattern Analysis and Machine IntelligenceBo Li, Yuanhan Zhang, Liangyu Chen, et al.2023 · 280 citations

🧭 Top topics

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

🧠Language models & pretraining (1)🖼️Vision & language (1)

📚 Fields

🖥️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.

🏢MicrosoftRedmond · United States1 work here🎓Nanyang Technological UniversitySingapore · Singapore1 work here

works and citations from OpenAlex and our library.

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