Science Explorer Interactive view Map
Research facility · Montreal · Canada

Mila - Quebec Artificial Intelligence Institute

In research, Mila - Quebec Artificial Intelligence Institute stands highest in Physical Sciences (#6,088 of 12,888 worldwide) and Computer Science (#2,461 of 4,667 worldwide), 2022–2025. Relative to its size it is most specialised in Artificial Intelligence and Neuroscience — Artificial Intelligence is 9.5× its share of world research.

mila.quebecROR OpenAlex
World rank, 2022–2025
#5,380
of 28,054 · #12,957 all time
Rank in Canada
#93
of 403
Research works
338
▲ 6405% vs 2013–17
Citations
7.9k
23.5 per fractional work
Top-10% rate
37.9%
record average 16.5%
Open access
74%
world 28%

What is Mila - Quebec Artificial Intelligence Institute known for in research?

The fields where it stands highest, 2022–2025, ranked among every institution above the floor in each field.

FieldWorld rankWhere that sitsTop-10% rateWorksAll time
Physical SciencesDomain #6,088 of 12,888 34.4%123 #12888
Computer ScienceField #2,461 of 4,667 34.8%84 #4344

Each strip is that field’s whole ranked pool, with the notch where Mila - Quebec Artificial Intelligence Institute sits in it, in the colour of the band that rank falls in. The track under the rate is the rate itself: it carries no world mark, because the world rate differs by field (from about 6% to 21% in this record).

What does Mila - Quebec Artificial Intelligence Institute specialise in?

Where its research is concentrated relative to its size: Artificial Intelligence takes 9.5× the share of its output that it takes of world research.

  1. Artificial IntelligenceSubfield · 50.6 works9.5×
  2. NeuroscienceField · 25.6 works7.2×
← less than its size predicts1×more →

Location quotient, a volume reading rather than an impact one. It surfaces small, lopsided specialities.

Field profile

Location quotient across every field it publishes in: outside the ring is more than an institution of this size would be expected to publish, inside it is less.

Agricultural and Biological Sciences: 0.11× its world share, 1 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 1.50× its world share, 18 worksBiochemistry, Geneti…Immunology and Microbiology: 0.20× its world share, 0 worksImmunology and Micro…Neuroscience: 7.15× its world share, 26 worksNeurosciencePharmacology, Toxicology and Pharmaceutics: 0.09× its world share, 0 worksPharmacology, Toxico…Chemical Engineering: 0.22× its world share, 0 worksChemical EngineeringChemistry: 0.09× its world share, 0 worksChemistryComputer Science: 4.87× its world share, 84 worksComputer ScienceEarth and Planetary Sciences: 0.40× its world share, 1 worksEarth and Planetary …Energy: 0.14× its world share, 0 worksEnergyEngineering: 0.55× its world share, 18 worksEngineeringEnvironmental Science: 0.33× its world share, 4 worksEnvironmental ScienceMaterials Science: 0.35× its world share, 3 worksMaterials ScienceMathematics: 0.73× its world share, 2 worksMathematicsPhysics and Astronomy: 2.11× its world share, 10 worksPhysics and AstronomyDentistry: 0.19× its world share, 0 worksDentistryHealth Professions: 0.41× its world share, 2 worksHealth ProfessionsMedicine: 0.60× its world share, 25 worksMedicineArts and Humanities: 0.07× its world share, 0 worksArts and HumanitiesBusiness, Management and Accounting: 0.22× its world share, 2 worksBusiness, Management…Decision Sciences: 1.44× its world share, 3 worksDecision SciencesEconomics, Econometrics and Finance: 0.34× its world share, 2 worksEconomics, Econometr…Psychology: 1.08× its world share, 7 worksPsychologySocial Sciences: 0.41× its world share, 11 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Neuroscience, 7.2×. Every wedge is a field page.

Who are the top researchers at Mila - Quebec Artificial Intelligence Institute?

Ranked on the composite score, Aishwarya Agrawal and José Martín Juárez lead among researchers whose main affiliation is Mila - Quebec Artificial Intelligence Institute.

  1. 1 Aishwarya Agrawal Canada · #316,782 worldwide 151 citations · 20 works
  2. 2 José Martín Juárez Canada · #920,449 worldwide 0 citations · 20 works
All ranked researchers at Mila - Quebec Artificial Intelligence Institute

Which keywords describe research at Mila - Quebec Artificial Intelligence Institute?

By fractional works in 2022–2025, weighted toward what it does more of than the world: Deep Learning, Machine Learning, Neural Networks, Information Retrieval, Topic Modeling, Text Classification, Artificial Intelligence and Big Data.

▲ more of its work than of the world’s◆ about the world’s share▼ less than the world’s

Size is fractional works in 2022–2025 in the topics tagged with each word; colour is the word's share of this institution's work against its share of the world's. The 40 words are chosen for being large and distinctive. Each links to the topic it comes from most.

All 40 words, with their numbers
  1. Deep Learning45▲ 6.0×60 topics
  2. Machine Learning37▲ 5.2×59 topics
  3. Neural Networks28▲ 8.2×26 topics
  4. Artificial Intelligence12▲ 3.9×17 topics
  5. Big Data10▲ 5.1×14 topics
  6. Information Retrieval9▲ 19×4 topics
  7. Topic Modeling9▲ 27×2 topics
  8. Convolutional Neural Networks9▲ 5.5×11 topics
  9. Text Classification9▲ 25×3 topics
  10. Machine Translation8▲ 23×1 topic
  11. Word Representation8▲ 31×1 topic
  12. Surveillance7▲ 12×4 topics
  13. Precision Medicine7▲ 6.6×4 topics
  14. Neurological Disorders7▲ 5.3×8 topics
  15. Healthcare7▲ 2.6×6 topics
  16. Representation Learning6▲ 20×3 topics
  17. Semi-Supervised Learning6▲ 25×3 topics
  18. Medical Imaging6▲ 5.2×6 topics
  19. Feature Extraction6▲ 5.7×9 topics
  20. Deep Neural Networks6▲ 23×3 topics
  21. Data Mining6▲ 3.4×9 topics
  22. Functional Connectivity5▲ 18×3 topics
  23. Synchronization5▲ 19×2 topics
  24. Classification5▲ 4.9×9 topics
  25. Cortical Networks5▲ 39×1 topic
  26. Neural Machine Translation5▲ 24×1 topic
  27. Neuronal Oscillations5▲ 30×1 topic
  28. Statistical Machine Translation5▲ 24×1 topic
  29. Unsupervised Learning5▲ 15×3 topics
  30. Default Mode Network5▲ 29×1 topic
  31. Resting-State fMRI5▲ 29×1 topic
  32. Transfer Learning4▲ 10×3 topics
  33. Meta-Learning4▲ 24×2 topics
  34. Anomaly Detection4▲ 6.4×4 topics
  35. Health Equity4▲ 6.4×3 topics
  36. Medical Image Analysis4▲ 9.3×4 topics
  37. Algorithmic Bias4▲ 25×1 topic
  38. Fairness4▲ 19×1 topic
  39. Time Series4▲ 9.1×3 topics
  40. Ethical Challenges3▲ 7.9×2 topics

Which research topics does Mila - Quebec Artificial Intelligence Institute publish most on?

By volume in 2022–2025: Topic Modeling, Natural Language Processing Techniques, Neural dynamics and brain function and Functional Brain Connectivity Studies.

Topic Modeling8Topic Modeling: 8 fractional worksNatural Language Processing Techniques: 5 fractional worksNeural dynamics and brai…5Neural dynamics and brain function: 5 fractional worksFunctional Brain Connect…5Functional Brain Connectivity Studies: 5 fractional worksEthics and Social Impacts of AI: 4 fractional worksArtificial Intelligence in Healthcare and Education: 3 fractional worksMultimodal Machine Learn…3Multimodal Machine Learning Applications: 3 fractional worksEEG and Brain-Computer I…3EEG and Brain-Computer Interfaces: 3 fractional worksDomain Adaptation and Fe…3Domain Adaptation and Few-Shot Learning: 3 fractional worksAnomaly Detection Techni…3Anomaly Detection Techniques and Applications: 3 fractional works
Artificial IntelligenceCognitive NeuroscienceSafety ResearchHealth Informatics1 others

Area is fractional works; colour is the subfield each topic belongs to.

  1. 1 Topic Modeling Artificial Intelligence 8 works
  2. 2 Natural Language Processing Techniques Artificial Intelligence 5 works
  3. 3 Neural dynamics and brain function Cognitive Neuroscience 5 works
  4. 4 Functional Brain Connectivity Studies Cognitive Neuroscience 5 works
  5. 5 Ethics and Social Impacts of AI Safety Research 4 works
  6. 6 Artificial Intelligence in Healthcare and Education Health Informatics 3 works
  7. 7 Multimodal Machine Learning Applications Computer Vision and Pattern Recognition 3 works
  8. 8 EEG and Brain-Computer Interfaces Cognitive Neuroscience 3 works
  9. 9 Domain Adaptation and Few-Shot Learning Artificial Intelligence 3 works
  10. 10 Anomaly Detection Techniques and Applications Artificial Intelligence 3 works

How open and international is its research?

Against the world’s own shares — the tick on each track. Both are shares of its output, so they sit on one scale and can be read against each other as well as against the world.

openly available73.7%not open26.3%

World: 28% of research is openly available.

with international co-authors53.1%domestic only46.9%

World: 19% is written across borders.

How has Mila - Quebec Artificial Intelligence Institute's research output changed?

Output in 2018–2022 was 6405% higher than in 2013–2017.

20152020
grewheldshrank

The same series as a ribbon — one cell per year, darker for more. The line above answers how much; this answers when.

Other research institutions in Montreal

All research institutions in Montreal

Research measures only: rankings here say nothing about teaching, admissions or student experience. Comparable institutions and collaboration partners are in the interactive view on the map.