📰 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.

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 ↗Liyuan Wang, Xingxing Zhang, Hang Su et al.1,074 citations
2. Medical Image Segmentation Review: The Success of U-Net ↗Reza Azad, Ehsan Khodapanah Aghdam, Amelie Rauland et al.1,022 citations
3. Vision-Language Models for Vision Tasks: A SurveyJingyi Zhang, Jiaxing Huang, Sheng Jin et al.955 citations · our summary
4. SpectralGPT: Spectral Remote Sensing Foundation Model ↗Danfeng Hong, Bing Zhang, Xuyang Li et al.930 citations
5. End-to-End Autonomous Driving: Challenges and Frontiers ↗Li Chen, Penghao Wu, Kashyap Chitta et al.610 citations
6. A Survey on Self-Supervised Learning: Algorithms, Applications, and Future Trends ↗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 ↗Ming Jin, Huan Yee Koh, Qingsong Wen et al.534 citations
8. A Survey on Deep Neural Network Pruning: Taxonomy, Comparison, Analysis, and Recommendations ↗Hongrong Cheng, Miao Zhang, Qinfeng Shi497 citations
9. MotionDiffuse: Text-Driven Human Motion Generation With Diffusion Model ↗Mingyuan Zhang, Zhongang Cai, Liang Pan et al.424 citations
10. Hyper-YOLO: When Visual Object Detection Meets Hypergraph Computation ↗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 ↗Liyuan Wang, Xingxing Zhang, Hang Su et al.1,074 citations
2. Medical Image Segmentation Review: The Success of U-Net ↗Reza Azad, Ehsan Khodapanah Aghdam, Amelie Rauland et al.1,022 citations
3. Vision-Language Models for Vision Tasks: A SurveyJingyi Zhang, Jiaxing Huang, Sheng Jin et al.955 citations · our summary
4. SpectralGPT: Spectral Remote Sensing Foundation Model ↗Danfeng Hong, Bing Zhang, Xuyang Li et al.930 citations
5. End-to-End Autonomous Driving: Challenges and Frontiers ↗Li Chen, Penghao Wu, Kashyap Chitta et al.610 citations
6. A Survey on Self-Supervised Learning: Algorithms, Applications, and Future Trends ↗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 ↗Ming Jin, Huan Yee Koh, Qingsong Wen et al.534 citations
8. A Survey on Deep Neural Network Pruning: Taxonomy, Comparison, Analysis, and Recommendations ↗Hongrong Cheng, Miao Zhang, Qinfeng Shi497 citations
9. MotionDiffuse: Text-Driven Human Motion Generation With Diffusion Model ↗Mingyuan Zhang, Zhongang Cai, Liang Pan et al.424 citations
10. Hyper-YOLO: When Visual Object Detection Meets Hypergraph Computation ↗Yifan Feng, Jiangang Huang, Shaoyi Du et al.383 citations
11. Class-Incremental Learning: A Survey ↗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 ↗Ke Liang, Lingyuan Meng, Meng Liu et al.330 citations
13. Towards Understanding Convergence and Generalization of AdamW ↗Pan Zhou, Xingyu Xie, Zhouchen Lin et al.329 citations
14. Frequency-Aware Feature Fusion for Dense Image Prediction ↗Linwei Chen, Ying Fu, Lin Gu et al.324 citations
15. A Review of Safe Reinforcement Learning: Methods, Theories, and Applications ↗Shangding Gu, Long Yang, Yali Du et al.315 citations
16. Advances and Challenges in Meta-Learning: A Technical Review ↗Anna Vettoruzzo, Mohamed-Rafik Bouguelia, Joaquin Vanschoren et al.314 citations
17. Self-Supervised Learning for Time Series Analysis: Taxonomy, Progress, and Prospects ↗Kexin Zhang, Qingsong Wen, Chaoli Zhang et al.291 citations
18. BEVFormer: Learning Bird’s-Eye-View Representation From LiDAR-Camera via Spatiotemporal Transformers ↗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 ↗Mu Hu, Wei Yin, Chi Zhang et al.260 citations
20. A Comprehensive Survey on Source-Free Domain Adaptation ↗Jingjing Li, Zhiqi Yu, Zhekai Du et al.250 citations
21. Conv2Former: A Simple Transformer-Style ConvNet for Visual Recognition ↗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 ↗Hao Tang, Zechao Li, Dong liang Zhang et al.238 citations
23. Transformer-Based Visual Segmentation: A Survey ↗Xiangtai Li, Henghui Ding, Haobo Yuan et al.236 citations
24. Revitalizing Convolutional Network for Image Restoration ↗Yuning Cui, Wenqi Ren, Xiaochun Cao et al.233 citations
25. Federated Learning for Generalization, Robustness, Fairness: A Survey and Benchmark ↗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 →

📄 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 ModelsIEEE Transactions on Pattern Analysis and Machine IntelligenceYanwei 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)🖼️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.

🎓Chinese University of Hong KongHong Kong · China1 work here🎓Hong Kong University of Science and TechnologyHong Kong · China1 work here

works and citations from OpenAlex and our library.

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