Leaderboards/Advanced Image and Video Retrieval Techniques

Advanced Image and Video Retrieval Techniques

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Ze Liu
University of Science and Technology of China
2
Zhuang Liu
Dongbei University of Finance and Economics
3
Mathilde Caron
Meta (Israel)
4
Yuval Netzer
Google (United States)
5
Chun-Fu Richard Chen
Georgia Institute of Technology
6
Daliang Ouyang
Huaqiao University
7
Jiaming Sun
Jilin University
8
Xiyang Dai
Microsoft (United States)
9
Jianyuan Guo
Peking University
10
Syed Sahil Abbas Zaidi
Technological University of the Shannon: Midlands Midwest

Rising Stars Papers

1
Reading digits in natural images with unsupervised feature learning
Unknown Journal|2024
4.6k cit.
2
The impact of bank fintech on ESG greenwashing
Finance research letters|2024
77 cit.
3
Substantive response or strategic response? The induced green innovation effects of carbon prices
International Review of Financial Analysis|2024
67 cit.
4
Inclusive FinTech, open banking, and bank performance: evidence from China
Financial Innovation|2024
17 cit.
5
The risk management effect of bank fintech: Evidence from stock price crash risk
International Review of Financial Analysis|2025
11 cit.
6
Location-Aware Self-Supervised Transformers for Semantic Segmentation
Unknown Journal|2024
6 cit.
7
Synthesis of N-doped activated carbon with ultra-microporous and the capacity to store hydrogen
BioResources|2024
3 cit.
8
A Generative Approach for Wikipedia-Scale Visual Entity Recognition
Unknown Journal|2024
2 cit.
9
Web-Scale Visual Entity Recognition: An LLM-Driven Data Approach
Unknown Journal|2024
1 cit.
10
Quelques réflexions autour du travailleur bénévole au sein de la SCIC
HAL (Le Centre pour la Communication Scientifique Directe)|2024
0 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Tong He
Sichuan University
2
Armand Joulin
Meta (Israel)
3
Xuelong Li
China Telecom (China)
4
Jie Chen
Chengdu University of Information Technology
5
Ming‐Ming Cheng
Nankai University
6
Zhangyang Wang
The University of Texas at Austin
7
Rameswar Panda
IBM (United States)
8
Zhijie Huang
Peking University
9
Torsten Sattler
Université Paris Sciences et Lettres
10
Amit Agrawal
ITM University

Emerging Leaders Papers

1
DETRs Beat YOLOs on Real-time Object Detection
Unknown Journal|2024
3.3k cit.
2
Efficient Multi-Scale Attention Module with Cross-Spatial Learning
Unknown Journal|2023
1.6k cit.
3
P2T: Pyramid Pooling Transformer for Scene Understanding
IEEE Transactions on Pattern Analysis and Machine Intelligence|2022
291 cit.
4
GS-SLAM: Dense Visual SLAM with 3D Gaussian Splatting
Unknown Journal|2024
284 cit.
5
Localization Distillation for Dense Object Detection
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)|2022
183 cit.
6
A Novel Representation Learning for Dynamic Graphs Based on Graph Convolutional Networks
IEEE Transactions on Cybernetics|2022
179 cit.
7
YOLO-MS: Rethinking Multi-Scale Representation Learning for Real-Time Object Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence|2025
160 cit.
8
An Effective and Efficient Algorithm for K-Means Clustering With New Formulation
IEEE Transactions on Knowledge and Data Engineering|2022
142 cit.
9
Towards An End-to-End Framework for Flow-Guided Video Inpainting
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)|2022
138 cit.
10
Positive-Incentive Noise
IEEE Transactions on Neural Networks and Learning Systems|2022
128 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Jian Sun
Southeast University
2
Li Fei-Fei
Princeton University
3
Jitendra Malik
Berkeley College
4
Jian Sun
University of Macau
5
Andrew Zisserman
University of Oxford
6
Andrew Rabinovich
Magic Leap (United States)
7
Antonio Torralba
Citigroup
8
Michael Jones
Mitsubishi Electric (United States)
9
Luc Van Gool
Sofia University "St. Kliment Ohridski"
10
Baining Guo
Microsoft Research Asia (China)

Current Senior Leaders Papers

1
Deep Residual Learning for Image Recognition
Unknown Journal|2016
222.1k cit.
2
Very Deep Convolutional Networks for Large-Scale Image Recognition
arXiv (Cornell University)|2014
75.5k cit.
3
ImageNet: A large-scale hierarchical image database
2009 IEEE Conference on Computer Vision and Pattern Recognition|2009
61.8k cit.
4
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
IEEE Transactions on Pattern Analysis and Machine Intelligence|2016
54.2k cit.
5
Going deeper with convolutions
Unknown Journal|2015
46.8k cit.
6
ImageNet Large Scale Visual Recognition Challenge
International Journal of Computer Vision|2015
40.2k cit.
7
Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation
Unknown Journal|2014
31.8k cit.
8
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
2021 IEEE/CVF International Conference on Computer Vision (ICCV)|2021
30.1k cit.
9
The Pascal Visual Object Classes (VOC) Challenge
International Journal of Computer Vision|2009
19.5k cit.
10
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification
Unknown Journal|2015
18.8k cit.

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