Leaderboards/Advanced Neural Network Applications

Advanced Neural Network Applications

Last updated July 15, 2026

Rising Stars

Fresh ink, massive impact

Researchers

1
Sixiao Zheng
Fudan University
2
Jierun Chen
Snap (United States)
3
Xiaohan Ding
Tsinghua University
4
Rejin Varghese
Hindustan Institute of Technology and Science
5
Daliang Ouyang
Huaqiao University
6
Chun-Fu Richard Chen
Georgia Institute of Technology
7
Tianheng Cheng
Huazhong University of Science and Technology
8
Zhenda Xie
Tsinghua University
9
Peize Sun
University of Hong Kong
10
Junde Wu
National University of Singapore

Papers

1
YOLOv8: A Novel Object Detection Algorithm with Enhanced Performance and Robustness
Unknown Journal|2024
1.5k cit.
2
Publication (2024) [561 citations, W4402716047]
Unknown Journal|2024
561 cit.
3
Medical SAM adapter: Adapting segment anything model for medical image segmentation
Medical Image Analysis|2025
334 cit.
4
Medical Graph RAG: Evidence-based Medical Large Language Model via Graph Retrieval-Augmented Generation
Unknown Journal|2025
54 cit.
5
One-Prompt to Segment All Medical Images
Unknown Journal|2024
35 cit.
6
Multi-rater Prism: Learning self-calibrated medical image segmentation from multiple raters
Science Bulletin|2024
25 cit.
7
Publication in Physical Chemistry Chemical Physics (2024) [8 citations, W4391984382]
Physical Chemistry Chemical Physics|2024
8 cit.
8
ContextualStory: Consistent Visual Storytelling with Spatially-Enhanced and Storyline Context
Proceedings of the AAAI Conference on Artificial Intelligence|2025
7 cit.
9
Publication in IEEE Transactions on Medical Imaging (2024) [2 citations, W4395661413]
IEEE Transactions on Medical Imaging|2024
2 cit.
10
Publication in Image and Vision Computing (2024) [2 citations, W4401806824]
Image and Vision Computing|2024
2 cit.

Emerging Leaders

Drafting the new consensus

Researchers

1
Zbigniew Wojna
University College London
2
Kaiming He
Guangdong Academy of Medical Sciences
3
Laith Farhan
Manchester Metropolitan University
4
Tong He
Sichuan University
5
Armand Joulin
Meta (Israel)
6
I-Hau Yeh
ELAN Microelectronics (Taiwan)
7
Alexander A. Alemi
Google (United States)
8
Saad Al-Azawi
Mustansiriyah University
9
Han Hu
Microsoft Research Asia (China)
10
Tian Xia
The University of Sydney

Papers

1
Video Swin Transformer
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)|2022
1.9k cit.
2
SimMIM: a Simple Framework for Masked Image Modeling
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)|2022
1.1k cit.
3
Scaling Language-Image Pre-Training via Masking
Unknown Journal|2023
221 cit.
4
DETRs with Hybrid Matching
Unknown Journal|2023
217 cit.
5
Human Pose as Compositional Tokens
Unknown Journal|2023
78 cit.
6
On Data Scaling in Masked Image Modeling
Unknown Journal|2023
54 cit.
7
TinyMIM: An Empirical Study of Distilling MIM Pre-trained Models
Unknown Journal|2023
46 cit.
8
All in Tokens: Unifying Output Space of Visual Tasks via Soft Token
Unknown Journal|2023
37 cit.
9
DETR Does Not Need Multi-Scale or Locality Design
Unknown Journal|2023
13 cit.
10
Expediting Large-Scale Vision Transformer for Dense Prediction Without Fine-Tuning
IEEE Transactions on Pattern Analysis and Machine Intelligence|2023
11 cit.

Current Senior Leaders

Wrote the book, still writing it

Researchers

1
Jian Sun
Southeast University
2
Jian Sun
University of Macau
3
Andrew Zisserman
University of Oxford
4
Geoffrey E. Hinton
University of Toronto
5
Andrew Rabinovich
Magic Leap (United States)
6
Li Fei-Fei
Princeton University
7
Jitendra Malik
Berkeley College
8
Alan Yuille
Johns Hopkins University
9
Baining Guo
Microsoft Research Asia (China)
10
Trevor Darrell
Berkeley College

Papers

1
Deep Residual Learning for Image Recognition
Unknown Journal|2016
222.1k cit.
2
ImageNet classification with deep convolutional neural networks
Communications of the ACM|2017
75.7k cit.
3
Very Deep Convolutional Networks for Large-Scale Image Recognition
arXiv (Cornell University)|2014
75.5k cit.
4
ImageNet: A large-scale hierarchical image database
2009 IEEE Conference on Computer Vision and Pattern Recognition|2009
61.8k cit.
5
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
IEEE Transactions on Pattern Analysis and Machine Intelligence|2016
54.2k cit.
6
Going deeper with convolutions
Unknown Journal|2015
46.8k cit.
7
ImageNet Large Scale Visual Recognition Challenge
International Journal of Computer Vision|2015
40.2k cit.
8
Visualizing Data using t-SNE
Journal of Machine Learning Research|2008
35.7k cit.
9
Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation
Unknown Journal|2014
31.8k cit.
10
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
2021 IEEE/CVF International Conference on Computer Vision (ICCV)|2021
30.1k cit.

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