---
title: "IEEE Transactions on Pattern Analysis and Machine"
description: "IEEE Transactions on Pattern Analysis and Machine Intelligence 2024 — 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/2024/"
---
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# IEEE Transactions on Pattern Analysis and Machine Intelligence 2024 — papers

The works of IEEE Transactions on Pattern Analysis and Machine Intelligence published in 2024 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.

[**676** 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/2024/#works) · [**123** citations of these works](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-pattern-analysis-and-machine-intelligence/2024/#works)

## Most cited papers

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

1. **[A Comprehensive Survey of Continual Learning: Theory, Method and Application ↗](https://doi.org/10.1109/tpami.2024.3367329)**Liyuan Wang, Xingxing Zhang, Hang Su et al.*1,074 citations*
2. **[Medical Image Segmentation Review: The Success of U-Net ↗](https://doi.org/10.1109/tpami.2024.3435571)**Reza Azad, Ehsan Khodapanah Aghdam, Amelie Rauland et al.*1,022 citations*
3. **[Vision-Language Models for Vision Tasks: A Survey](https://md.research.elamur.ai/free/en/papers/zhang-2023-vision-language-models-vision-tasks/)**Jingyi Zhang, Jiaxing Huang, Sheng Jin et al.*955 citations · our summary*
4. **[SpectralGPT: Spectral Remote Sensing Foundation Model ↗](https://doi.org/10.1109/tpami.2024.3362475)**Danfeng Hong, Bing Zhang, Xuyang Li et al.*930 citations*
5. **[End-to-End Autonomous Driving: Challenges and Frontiers ↗](https://doi.org/10.1109/tpami.2024.3435937)**Li Chen, Penghao Wu, Kashyap Chitta et al.*610 citations*
6. **[A Survey on Self-Supervised Learning: Algorithms, Applications, and Future Trends ↗](https://doi.org/10.1109/tpami.2024.3415112)**Jie Gui, Tuo Chen, Jing Zhang et al.*552 citations*
7. **[A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detection ↗](https://doi.org/10.1109/tpami.2024.3443141)**Ming Jin, Huan Yee Koh, Qingsong Wen et al.*534 citations*
8. **[A Survey on Deep Neural Network Pruning: Taxonomy, Comparison, Analysis, and Recommendations ↗](https://doi.org/10.1109/tpami.2024.3447085)**Hongrong Cheng, Miao Zhang, Qinfeng Shi*497 citations*
9. **[MotionDiffuse: Text-Driven Human Motion Generation With Diffusion Model ↗](https://doi.org/10.1109/tpami.2024.3355414)**Mingyuan Zhang, Zhongang Cai, Liang Pan et al.*424 citations*
10. **[Hyper-YOLO: When Visual Object Detection Meets Hypergraph Computation ↗](https://doi.org/10.1109/tpami.2024.3524377)**Yifan Feng, Jiangang Huang, Shaoyi Du et al.*383 citations*

## All works of the year (676)

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

1. **[A Comprehensive Survey of Continual Learning: Theory, Method and Application ↗](https://doi.org/10.1109/tpami.2024.3367329)**Liyuan Wang, Xingxing Zhang, Hang Su et al.*1,074 citations*
2. **[Medical Image Segmentation Review: The Success of U-Net ↗](https://doi.org/10.1109/tpami.2024.3435571)**Reza Azad, Ehsan Khodapanah Aghdam, Amelie Rauland et al.*1,022 citations*
3. **[Vision-Language Models for Vision Tasks: A Survey](https://md.research.elamur.ai/free/en/papers/zhang-2023-vision-language-models-vision-tasks/)**Jingyi Zhang, Jiaxing Huang, Sheng Jin et al.*955 citations · our summary*
4. **[SpectralGPT: Spectral Remote Sensing Foundation Model ↗](https://doi.org/10.1109/tpami.2024.3362475)**Danfeng Hong, Bing Zhang, Xuyang Li et al.*930 citations*
5. **[End-to-End Autonomous Driving: Challenges and Frontiers ↗](https://doi.org/10.1109/tpami.2024.3435937)**Li Chen, Penghao Wu, Kashyap Chitta et al.*610 citations*
6. **[A Survey on Self-Supervised Learning: Algorithms, Applications, and Future Trends ↗](https://doi.org/10.1109/tpami.2024.3415112)**Jie Gui, Tuo Chen, Jing Zhang et al.*552 citations*
7. **[A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detection ↗](https://doi.org/10.1109/tpami.2024.3443141)**Ming Jin, Huan Yee Koh, Qingsong Wen et al.*534 citations*
8. **[A Survey on Deep Neural Network Pruning: Taxonomy, Comparison, Analysis, and Recommendations ↗](https://doi.org/10.1109/tpami.2024.3447085)**Hongrong Cheng, Miao Zhang, Qinfeng Shi*497 citations*
9. **[MotionDiffuse: Text-Driven Human Motion Generation With Diffusion Model ↗](https://doi.org/10.1109/tpami.2024.3355414)**Mingyuan Zhang, Zhongang Cai, Liang Pan et al.*424 citations*
10. **[Hyper-YOLO: When Visual Object Detection Meets Hypergraph Computation ↗](https://doi.org/10.1109/tpami.2024.3524377)**Yifan Feng, Jiangang Huang, Shaoyi Du et al.*383 citations*
11. **[Class-Incremental Learning: A Survey ↗](https://doi.org/10.1109/tpami.2024.3429383)**Da-Wei Zhou, Qiwei Wang, Zhi-Hong Qi et al.*359 citations*
12. **[A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multi-Modal ↗](https://doi.org/10.1109/tpami.2024.3417451)**Ke Liang, Lingyuan Meng, Meng Liu et al.*330 citations*
13. **[Towards Understanding Convergence and Generalization of AdamW ↗](https://doi.org/10.1109/tpami.2024.3382294)**Pan Zhou, Xingyu Xie, Zhouchen Lin et al.*329 citations*
14. **[Frequency-Aware Feature Fusion for Dense Image Prediction ↗](https://doi.org/10.1109/tpami.2024.3449959)**Linwei Chen, Ying Fu, Lin Gu et al.*324 citations*
15. **[A Review of Safe Reinforcement Learning: Methods, Theories, and Applications ↗](https://doi.org/10.1109/tpami.2024.3457538)**Shangding Gu, Long Yang, Yali Du et al.*315 citations*
16. **[Advances and Challenges in Meta-Learning: A Technical Review ↗](https://doi.org/10.1109/tpami.2024.3357847)**Anna Vettoruzzo, Mohamed-Rafik Bouguelia, Joaquin Vanschoren et al.*314 citations*
17. **[Self-Supervised Learning for Time Series Analysis: Taxonomy, Progress, and Prospects ↗](https://doi.org/10.1109/tpami.2024.3387317)**Kexin Zhang, Qingsong Wen, Chaoli Zhang et al.*291 citations*
18. **[BEVFormer: Learning Bird’s-Eye-View Representation From LiDAR-Camera via Spatiotemporal Transformers ↗](https://doi.org/10.1109/tpami.2024.3515454)**Zhiqi Li, Wenhai Wang, Hongyang Li et al.*285 citations*
19. **[Metric3D v2: A Versatile Monocular Geometric Foundation Model for Zero-Shot Metric Depth and Surface Normal Estimation ↗](https://doi.org/10.1109/tpami.2024.3444912)**Mu Hu, Wei Yin, Chi Zhang et al.*260 citations*
20. **[A Comprehensive Survey on Source-Free Domain Adaptation ↗](https://doi.org/10.1109/tpami.2024.3370978)**Jingjing Li, Zhiqi Yu, Zhekai Du et al.*250 citations*
21. **[Conv2Former: A Simple Transformer-Style ConvNet for Visual Recognition ↗](https://doi.org/10.1109/tpami.2024.3401450)**Qibin Hou, Cheng-Ze Lu, Ming‐Ming Cheng et al.*239 citations*
22. **[Divide-and-Conquer: Confluent Triple-Flow Network for RGB-T Salient Object Detection ↗](https://doi.org/10.1109/tpami.2024.3511621)**Hao Tang, Zechao Li, Dong liang Zhang et al.*238 citations*
23. **[Transformer-Based Visual Segmentation: A Survey ↗](https://doi.org/10.1109/tpami.2024.3434373)**Xiangtai Li, Henghui Ding, Haobo Yuan et al.*236 citations*
24. **[Revitalizing Convolutional Network for Image Restoration ↗](https://doi.org/10.1109/tpami.2024.3419007)**Yuning Cui, Wenqi Ren, Xiaochun Cao et al.*233 citations*
25. **[Federated Learning for Generalization, Robustness, Fairness: A Survey and Benchmark ↗](https://doi.org/10.1109/tpami.2024.3418862)**Wenke Huang, Mang Ye, Zekun Shi et al.*232 citations*

[See all 676 papers in IEEE Transactions on Pattern Analysis and Machine Intelligence 2024 — papers →](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-pattern-analysis-and-machine-intelligence/2024/papers/)

## Works with our summary in our library (1)

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

1. **[Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models](https://md.research.elamur.ai/free/en/papers/li-2024-mini-gemini-mining-potential-multi/) [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-pattern-analysis-and-machine-intelligence/)**Yanwei Li, Yuechen Zhang, Chengyao Wang, et al.*2024 · 123 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.

[🧑‍🔬**Chengyao Wang**1 work here · 123 citations](https://md.research.elamur.ai/free/en/authors/chengyao-wang/) · [🧑‍🔬**Jiaya Jia**1 work here · 123 citations](https://md.research.elamur.ai/free/en/authors/jiaya-jia/) · [🧑‍🔬**Yanwei Li**1 work here · 123 citations](https://md.research.elamur.ai/free/en/authors/yanwei-li/) · [🧑‍🔬**Yixin Chen**1 work here · 123 citations](https://md.research.elamur.ai/free/en/authors/yixin-chen/)

## Top institutions

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

[🎓**Chinese University of Hong Kong** Hong Kong · China 1 work here](https://md.research.elamur.ai/free/en/universities/chinese-university-of-hong-kong/) · [🎓**Hong Kong University of Science and Technology** Hong Kong · China 1 work here](https://md.research.elamur.ai/free/en/universities/hong-kong-university-of-science-and-technology/)

works and citations from OpenAlex and our library.

- [← previous IEEE Transactions on Pattern Analysis and Machine Intelligence 2023](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-pattern-analysis-and-machine-intelligence/2023/)
- [↑ 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/)