---
title: "IEEE Transactions on Pattern Analysis and Machine"
description: "IEEE Transactions on Pattern Analysis and Machine Intelligence 2023 — papers: 1 paper in the Elamur Research library, with our summaries…"
canonical: "https://research.elamur.ai/free/en/venues/ieee-transactions-on-pattern-analysis-and-machine-intelligence/2023/"
---
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# 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.

[**679** works that year](#all) · [**1** work in our library](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-pattern-analysis-and-machine-intelligence/2023/#works) · [**280** citations of these works](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-pattern-analysis-and-machine-intelligence/2023/#works)

## 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 ↗](https://doi.org/10.1109/tpami.2023.3261988)**Florinel-Alin Croitoru, Vlad Hondru, Radu Tudor Ionescu et al.*1,859 citations*
2. **[Multimodal Learning With Transformers: A Survey ↗](https://doi.org/10.1109/tpami.2023.3275156)**Peng Xu, Xiatian Zhu, David Andrew Clifton*1,020 citations*
3. **[Transfer Learning in Deep Reinforcement Learning: A Survey ↗](https://doi.org/10.1109/tpami.2023.3292075)**Zhuangdi Zhu, Kaixiang Lin, Anil Kumar Jain et al.*846 citations*
4. **[Deep Long-Tailed Learning: A Survey ↗](https://doi.org/10.1109/tpami.2023.3268118)**Yifan Zhang, Bingyi Kang, Bryan Hooi et al.*769 citations*
5. **[Towards Large-Scale Small Object Detection: Survey and Benchmarks ↗](https://doi.org/10.1109/tpami.2023.3290594)**Gong Cheng, Xiang Yuan, Xiwen Yao et al.*659 citations*
6. **[UniFormer: Unifying Convolution and Self-Attention for Visual Recognition ↗](https://doi.org/10.1109/tpami.2023.3282631)**Kunchang Li, Yali Wang, Junhao Zhang et al.*616 citations*
7. **[Normalization Techniques in Training DNNs: Methodology, Analysis and Application ↗](https://doi.org/10.1109/tpami.2023.3250241)**Lei Huang, Jie Qin, Yi Zhou et al.*537 citations*
8. **[LRRNet: A Novel Representation Learning Guided Fusion Network for Infrared and Visible Images ↗](https://doi.org/10.1109/tpami.2023.3268209)**Hui Li, Tianyang Xu, Xiao‐Jun Wu et al.*493 citations*
9. **[Restoring Vision in Adverse Weather Conditions With Patch-Based Denoising Diffusion Models ↗](https://doi.org/10.1109/tpami.2023.3238179)**Ozan Özdenizci, Robert A. Legenstein*469 citations*
10. **[Dawn of the Transformer Era in Speech Emotion Recognition: Closing the Valence Gap ↗](https://doi.org/10.1109/tpami.2023.3263585)**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 ↗](https://doi.org/10.1109/tpami.2023.3261988)**Florinel-Alin Croitoru, Vlad Hondru, Radu Tudor Ionescu et al.*1,859 citations*
2. **[Multimodal Learning With Transformers: A Survey ↗](https://doi.org/10.1109/tpami.2023.3275156)**Peng Xu, Xiatian Zhu, David Andrew Clifton*1,020 citations*
3. **[Transfer Learning in Deep Reinforcement Learning: A Survey ↗](https://doi.org/10.1109/tpami.2023.3292075)**Zhuangdi Zhu, Kaixiang Lin, Anil Kumar Jain et al.*846 citations*
4. **[Deep Long-Tailed Learning: A Survey ↗](https://doi.org/10.1109/tpami.2023.3268118)**Yifan Zhang, Bingyi Kang, Bryan Hooi et al.*769 citations*
5. **[Towards Large-Scale Small Object Detection: Survey and Benchmarks ↗](https://doi.org/10.1109/tpami.2023.3290594)**Gong Cheng, Xiang Yuan, Xiwen Yao et al.*659 citations*
6. **[UniFormer: Unifying Convolution and Self-Attention for Visual Recognition ↗](https://doi.org/10.1109/tpami.2023.3282631)**Kunchang Li, Yali Wang, Junhao Zhang et al.*616 citations*
7. **[Normalization Techniques in Training DNNs: Methodology, Analysis and Application ↗](https://doi.org/10.1109/tpami.2023.3250241)**Lei Huang, Jie Qin, Yi Zhou et al.*537 citations*
8. **[LRRNet: A Novel Representation Learning Guided Fusion Network for Infrared and Visible Images ↗](https://doi.org/10.1109/tpami.2023.3268209)**Hui Li, Tianyang Xu, Xiao‐Jun Wu et al.*493 citations*
9. **[Restoring Vision in Adverse Weather Conditions With Patch-Based Denoising Diffusion Models ↗](https://doi.org/10.1109/tpami.2023.3238179)**Ozan Özdenizci, Robert A. Legenstein*469 citations*
10. **[Dawn of the Transformer Era in Speech Emotion Recognition: Closing the Valence Gap ↗](https://doi.org/10.1109/tpami.2023.3263585)**Johannes Wagner, Andreas Triantafyllopoulos, Hagen Wierstorf et al.*395 citations*
11. **[Visible and Infrared Image Fusion Using Deep Learning ↗](https://doi.org/10.1109/tpami.2023.3261282)**Xingchen Zhang, Yiannis Demiris*392 citations*
12. **[Structured Pruning for Deep Convolutional Neural Networks: A Survey ↗](https://doi.org/10.1109/tpami.2023.3334614)**Yang He, Lingao Xiao*363 citations*
13. **[Cross-Modal Causal Relational Reasoning for Event-Level Visual Question Answering ↗](https://doi.org/10.1109/tpami.2023.3284038)**Yang Liu, Guanbin Li, Liang Lin*348 citations*
14. **[MetaFormer Baselines for Vision ↗](https://doi.org/10.1109/tpami.2023.3329173)**Weihao Yu, Chenyang Si, Pan Zhou et al.*331 citations*
15. **[CrossFormer++: A Versatile Vision Transformer Hinging on Cross-Scale Attention ↗](https://doi.org/10.1109/tpami.2023.3341806)**Wenxiao Wang, Wei Chen, Qibo Qiu et al.*318 citations*
16. **[Unsupervised Domain Adaptation of Object Detectors: A Survey ↗](https://doi.org/10.1109/tpami.2022.3217046)**Poojan Oza, Vishwanath A. Sindagi, Vibashan VS et al.*302 citations*
17. **[MURF: Mutually Reinforcing Multi-Modal Image Registration and Fusion ↗](https://doi.org/10.1109/tpami.2023.3283682)**Han Xu, Jiteng Yuan, Jiayi Ma*288 citations*
18. **[GeoTransformer: Fast and Robust Point Cloud Registration With Geometric Transformer ↗](https://doi.org/10.1109/tpami.2023.3259038)**Zheng Qin, Hao Yu, Changjian Wang et al.*279 citations*
19. **[Attention Spiking Neural Networks ↗](https://doi.org/10.1109/tpami.2023.3241201)**Man Yao, Guangshe Zhao, Hengyu Zhang et al.*266 citations*
20. **[Towards Human-Centered Explainable AI: A Survey of User Studies for Model Explanations ↗](https://doi.org/10.1109/tpami.2023.3331846)**Yao Rong, Tobias Leemann, Thai-trang Nguyen et al.*264 citations*
21. **[Image Restoration via Frequency Selection ↗](https://doi.org/10.1109/tpami.2023.3330416)**Yuning Cui, Wenqi Ren, Xiaochun Cao et al.*259 citations*
22. **[Large Scale Visual Food Recognition ↗](https://doi.org/10.1109/tpami.2023.3237871)**Weiqing Min, Zhiling Wang, Yuxin Liu et al.*253 citations*
23. **[Unifying Flow, Stereo and Depth Estimation ↗](https://doi.org/10.1109/tpami.2023.3298645)**Haofei Xu, Jing Zhang, Jianfei Cai et al.*245 citations*
24. **[RelTR: Relation Transformer for Scene Graph Generation ↗](https://doi.org/10.1109/tpami.2023.3268066)**Yuren Cong, Michael Ying Yang, Bodo Rosenhahn*239 citations*
25. **[Self-Supervised Contrastive Representation Learning for Semi-Supervised Time-Series Classification ↗](https://doi.org/10.1109/tpami.2023.3308189)**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 →](https://md.research.elamur.ai/free/en/venues/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 Tuning](https://md.research.elamur.ai/free/en/papers/li-2023-otter-multi-modal-model-context/) [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-pattern-analysis-and-machine-intelligence/)**Bo 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)](https://md.research.elamur.ai/free/en/topics/language-models/) · [Vision & language (1)](https://md.research.elamur.ai/free/en/topics/multimodal/)

## Fields

[Computer Science (1)](https://md.research.elamur.ai/free/en/shelves/computer-science/)

## Top authors

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

[🧑‍🔬**Bo Li**1 work here · 280 citations](https://md.research.elamur.ai/free/en/authors/bo-li/) · [🧑‍🔬**Fanyi Pu**1 work here · 280 citations](https://md.research.elamur.ai/free/en/authors/fanyi-pu/) · [🧑‍🔬**Jingkang Yang**1 work here · 280 citations](https://md.research.elamur.ai/free/en/authors/jingkang-yang/) · [🧑‍🔬**Joshua Adrian Cahyono**1 work here · 280 citations](https://md.research.elamur.ai/free/en/authors/joshua-adrian-cahyono/) · [🧑‍🔬**Yuanhan Zhang**1 work here · 280 citations](https://md.research.elamur.ai/free/en/authors/yuanhan-zhang/) · [🧑‍🔬**Ziwei Liu**1 work here · 280 citations](https://md.research.elamur.ai/free/en/authors/ziwei-liu/)

## Top institutions

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

[🏢**Microsoft** Redmond · United States 1 work here](https://md.research.elamur.ai/free/en/companies/microsoft/) · [🎓**Nanyang Technological University** Singapore · Singapore 1 work here](https://md.research.elamur.ai/free/en/universities/nanyang-technological-university/)

works and citations from OpenAlex and our library.

- [← previous IEEE Transactions on Pattern Analysis and Machine Intelligence 2015](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-pattern-analysis-and-machine-intelligence/2015/)
- [↑ back to IEEE Transactions on Pattern Analysis and Machine Intelligence](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-pattern-analysis-and-machine-intelligence/)