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Artificial Intelligence
Representation Learning Language Modeling Topic Modeling Deep Learning Reinforcement Learning Semi-Supervised Learning Transfer Learning Benchmark (surveying) Representation (politics) Meta-Learning
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Bibliometric indicators

Evolution over the last years of activity

Showing the period - Sept. 2024

57,440
Activity
3%

Total documents

5.15
Impact
3%

Normalized Impact

18,909
Excellence
3%

Highly Cited Papers (Top 10%)

84.5
Leadership
3%

Leadership (%)

24.7
Mobility & Collaboration
3%

International Collaboration (%)

3,890
Excellence
3%

Outstanding papers (Top 1%)

13.2
Leadership
3%

Women Leading (%)

3.7
Leadership
3%

Women Leading International (%)

34.8
Open Access
3%

Open Access (%)

Main Research Fields (top 9 by publications)

Indicators:

Net Change
3%

Net Change
3%

Net Change
3%

Net Change
3%

Net Change
3%

Net Change
3%

Net Change
3%

Net Change
3%

Net Change
3%

Human Resources

Historical perspective

From to Sept. 2024

Current resources

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Performance
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Gender
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Personnel

0.0

Papers / Personnel

0

Leading women (%)

0
0

Gender (%)

0

Papers / Permanent researchers

0

Papers / Leading researchers

Career stage

Performance

Years of Activity

ONE Index (distribution)

ONE Index by Main Research Fields

ONE Index vs. Years of Activity

Main authors

ID Name Gender Discipline Career Stage ONE Index Years Activity NDocs RCI HCP Leader Collab.
1 Tomas, Pfister Artificial Intelligence Senior researcher 950 15 164 6.54 76 79.9% 17.1%
2 Talwar, Kunal male Artificial Intelligence Senior researcher 936 24 234 20.75 114 69.7% 29.1%
3 Ruder, Sebastian male Artificial Intelligence Researcher 927 9 214 9.58 104 39.7% 39.7%
4 Ferrari, Vittorio male Computer Vision and Pattern Recognition Leading researcher 926 44 322 6.39 120 73.0% 34.2%
5 Neyshabur, Behnam male Artificial Intelligence Researcher 923 12 100 10.09 67 60.0% 16.0%
6 Babbush, Ryan male Artificial Intelligence Researcher 921 13 181 10.22 117 39.2% 33.7%
7 Craig Michael Gidney Artificial Intelligence Researcher 921 8 102 11.04 66 40.2% 22.6%
8 Ryan T. McDonald Artificial Intelligence Senior researcher 914 23 153 8.70 77 53.6% 22.9%
9 Vahdat, Amin male Computer Networks and Communications Leading researcher 914 32 345 9.41 178 80.3% 7.5%
10 Chen, Liang-Chieh male Computer Vision and Pattern Recognition Researcher 913 12 97 47.37 62 65.0% 16.5%
11 Shixiang Shane Gu Artificial Intelligence Researcher 910 11 104 16.44 60 45.2% 30.8%
12 Vassilvitskii, Sergei male Artificial Intelligence Senior researcher 909 21 177 5.38 68 67.2% 15.3%
13 Akash Das Sarma Computer Networks and Communications Senior researcher 909 22 197 3.52 69 67.5% 22.3%
14 Zeghidour, Neil male Signal Processing Researcher 908 9 79 5.26 27 54.4% 26.6%
15 Heess, Nicolas male Artificial Intelligence Senior researcher 908 17 272 19.27 127 28.7% 25.7%
16 Jascha N. Sohl‐Dickstein Artificial Intelligence Senior researcher 907 24 215 6.64 114 59.5% 11.6%
17 Boixo, Sergio male Artificial Intelligence Senior researcher 906 19 186 7.74 93 35.0% 25.8%
18 Aberman, Kfir male Computer Vision and Pattern Recognition Researcher 905 8 60 9.15 27 33.3% 43.3%
19 Bellemare, Marc male Artificial Intelligence Senior researcher 905 18 139 16.69 67 54.7% 36.0%
20 Cuturi, Marco male Artificial Intelligence Senior researcher 904 22 184 9.19 81 62.0% 29.4%
21 Soricut, Radu male Senior researcher 903 23 128 7.54 42 82.0% 10.2%
22 Milanfar, Peyman male Computer Vision and Pattern Recognition Leading researcher 902 35 326 4.31 112 80.4% 12.9%
23 Zhang, Yinda male Computer Vision and Pattern Recognition Researcher 902 12 128 9.56 48 29.7% 43.8%
24 Tagliasacchi, Andrea female Computer Vision and Pattern Recognition Senior researcher 902 17 155 6.30 63 44.5% 37.4%
25 Lillicrap, Timothy male Artificial Intelligence Senior researcher 902 24 193 44.38 129 35.2% 34.7%
950
One Index
 Tomas, Pfister PhD 164 docs (2010 - 2024)  
Meta-Learning , Robust Learning , Transfer Learning , Representation Learning , Semi-Supervised Learning
936
One Index
 Talwar, Kunal PhD 234 docs (2001 - 2024)  
Differential Privacy , Approximation Algorithms , Privacy-Preserving Computation , Convex Optimization , Location Privacy
927
One Index
 Ruder, Sebastian PhD 214 docs (2016 - 2024)  
Language Modeling , Multilingual Neural Machine Translation , Topic Modeling , Neural Machine Translation , Syntax-based Translation Models
926
One Index
 Ferrari, Vittorio PhD   0000-0002-1942-233X 322 docs (1981 - 2024)  
Object Detection , Object Recognition , Feature Matching , Pascal (unit) , Representation Learning
923
One Index
 Neyshabur, Behnam PhD 100 docs (2013 - 2024)  
Regularization (linguistics) , Deep Learning , Initialization , Robust Learning , Meta-Learning
921
One Index
 Babbush, Ryan PhD   0000-0001-6979-9533 181 docs (2012 - 2024)  
Quantum Simulation , Quantum Computation , Fault-tolerant Quantum Computation , Quantum Error Correction , Quantum Computing
921
One Index
 Craig Michael Gidney PhD 102 docs (2017 - 2024)  
Fault-tolerant Quantum Computation , Quantum Simulation , Quantum Computation , Quantum Error Correction , Code (set theory)
914
One Index
 Ryan T. McDonald PhD 153 docs (2002 - 2024)  
Dependency Parsing , Language Modeling , Dependency grammar , Topic Modeling , Syntax-based Translation Models
914
One Index
 Vahdat, Amin PhD   0000-0002-4866-1698 345 docs (1993 - 2024)  
Scalability , Task Scheduling , Distributed Systems , Data center , Networks on Chip
913
One Index
 Chen, Liang-Chieh PhD   0000-0001-8564-374X 97 docs (2013 - 2024)  
Semantic Segmentation , Object Detection , Representation Learning , Pascal (unit) , Image Segmentation
910
One Index
 Shixiang Shane Gu PhD 104 docs (2014 - 2024)  
Reinforcement Learning , Deep Learning , Benchmark (surveying) , Representation (politics) , Leverage (statistics)
909
One Index
 Vassilvitskii, Sergei PhD   0000-0003-0235-1624 177 docs (2004 - 2024)  
Differential Privacy , Auction Theory , Online Algorithms , Approximation Algorithms , Value (mathematics)
909
One Index
 Akash Das Sarma PhD 197 docs (2003 - 2022)  
Column-oriented Database Systems , Data Integration , Crowdsourcing , Graph Algorithms , Relational Database Systems
908
One Index
 Zeghidour, Neil PhD   0000-0001-6896-3987 79 docs (2016 - 2024)  
Audio-Visual Speech Recognition , Environmental Sound Recognition , End-to-End Speech Recognition , Audio Event Detection , Acoustic Modeling
908
One Index
 Heess, Nicolas PhD   0000-0001-7876-9256 272 docs (2008 - 2024)  
Reinforcement Learning , Deep Learning , Representation Learning , Robot Learning , Simulation to Real-world Transfer
907
One Index
 Jascha N. Sohl‐Dickstein PhD 215 docs (2001 - 2024)  
Representation Learning , Backpropagation Learning , Deep Learning , Unsupervised Learning , Robust Learning
906
One Index
 Boixo, Sergio PhD   0000-0002-1090-7584 186 docs (2006 - 2024)  
Quantum Simulation , Fault-tolerant Quantum Computation , Quantum Computation , Quantum annealing , Adiabatic Quantum Computation
905
One Index
 Aberman, Kfir PhD   0000-0002-4958-601X 60 docs (2017 - 2024)  
Image Inpainting , Texture Synthesis , Image Synthesis , Generative model , Motion Capture
905
One Index
 Bellemare, Marc PhD   0000-0002-6096-0105 139 docs (2007 - 2024)  
Reinforcement Learning , Representation (politics) , Deep Learning , Value (mathematics) , Symbolic Regression
904
One Index
 Cuturi, Marco PhD   0000-0002-1934-0588 184 docs (2003 - 2024)  
Kernel (algebra) , Regularization (linguistics) , Representation Learning , Convex Optimization , Approximation Algorithms
903
One Index
 Soricut, Radu PhD   0000-0003-1565-3365 128 docs (2002 - 2024)  
Image Captioning , Closed captioning , Visual Question Answering , Language Modeling , Topic Modeling
902
One Index
 Milanfar, Peyman PhD   0000-0003-1455-7662 326 docs (1990 - 2024)  
Image Denoising , Super-Resolution , Image Processing , Sparse Representations , Deblurring
902
One Index
 Zhang, Yinda PhD   0000-0001-5386-8872 128 docs (2013 - 2024)  
3D Reconstruction , Texture Mapping , Shape Representation , Depth Estimation , Volume Rendering
902
One Index
 Tagliasacchi, Andrea PhD   0000-0002-2209-7187 155 docs (2008 - 2024)  
Shape Representation , Volume Rendering , Rendering , Representation (politics) , Texture Mapping
902
One Index
 Lillicrap, Timothy PhD   0000-0001-8918-486X 193 docs (2001 - 2024)  
Reinforcement Learning , Deep Learning , Representation Learning , Transfer Learning , Brain-inspired Computing