Country of the labs · world rank 6
AI research: Canada
Located papers
3,159
This month
0
Subjects covered
440
This page only covers the 3,159 papers with at least one laboratory traced to this country, between 27 October 2025 and 18 August 2026. It is not the entire output of the country.
This is the country of the laboratory, never the nationality of individuals. A paper co-signed from several countries counts in each of them. Coverage is partial and the gap is not random: a researcher whose institution is unknown usually publishes little, which over-represents established labs.
Volumes by domain
What this country works on: Canada
Themes and topics are not invented here: every paper is mapped onto the OpenAlex classification, the open catalogue that indexes the world's scientific research (domain › field › theme › topic hierarchy). Click a theme to break it down into its main topics.
Rising phrases - last 30 days
Emerging signals
Phrases appearing markedly more often than usual in this country's papers. Because a national corpus is far smaller than the global one, the selection threshold is proportional to its volume: percentages are jumpier, and a term can rise on a handful of papers.
No signal computed yet - the burst detection workflow has not run.
Most active subjects - 12 months
Trajectories
Topics taken from the OpenAlex scientific classification.
Multimodal Machine Learning Applications
Vision
Large Language Models
AI
Generative Adversarial Networks and Image Synthesis
Vision
Adversarial Robustness in Machine Learning
AI
Reinforcement Learning in Robotics
AI
Explainable Artificial Intelligence (XAI)
AI
Domain Adaptation and Few-Shot Learning
AI
Advanced Neural Network Applications
Vision
2D projections of the embeddings
Semantic map
The 58 papers from this country present in the sample of 2,000 projected papers. Two papers close on the map have close content: the clusters show which research families this country actually occupies.
20 most recent papers
Latest ingests
| Paper | Abstract | Theme | Topic |
|---|---|---|---|
| Improving the matrix multiplication exponent with modern optimization and AlphaEvolve 18 August 2026 | The current best bounds on the matrix multiplication exponent $ω$ are obtained through a refinement of the laser method called combination loss analysis (Duan et al., 2022;… | Computational Mathematics | Tensor decomposition and applications |
| Time-Aware Validation of Machine Learning Fuel Consumption Models: Evidence from 1\,Hz Operational Data, CCGS \textit{Sir Wilfrid Laurier} 18 August 2026 | Ship fuel consumption (SFC) prediction supports vessel operation optimisation, emissions estimation, and decision support systems (DSS) for sustainable maritime transportation.… | Environmental Engineering | Maritime Transport Emissions and Efficiency |
| Le Critique: Privileged Value Functions for LLM Reinforcement Learning 18 August 2026 | Reinforcement learning algorithms for Large Language Models (LLMs) are largely distinguished by their variance reduction strategy. Group-relative methods like GRPO reduce gradient… | AI | Reinforcement Learning in Robotics |
| Advancing Open and Reproducible Relational Learning: RelArena-$α$, TabPFN-Rel and RPI 18 August 2026 | This first release of Prior Labs in relational learning shows our continued commitment to open science. We open-source three pieces of software that we expect to accelerate… | AI | Advanced Graph Neural Networks |
| Continuous Quantum Feedback Control via Kraus-Parameterized Belief Reinforcement Learning 18 August 2026 | Quantum feedback control requires acting on noisy continuous measurement records without direct access to the underlying quantum state. We propose Kraus-Parameterized Belief… | AI | Neural Networks and Reservoir Computing |
| Sequential Multimodal Evidence Optimization for Product Media Ranking in E-Commerce 18 August 2026 | On modern e-commerce stores, customers consume ordered slates of heterogeneous product media, such as images, videos, and 3D renders, before making purchase decisions. Existing… | Info systems | Recommender Systems and Techniques |
| Convolution Smoothed Quantile Regression for XGBoost 18 August 2026 | The increasing availability of large and complex datasets across many scientific disciplines has led to widespread adoption of machine learning (ML) for prediction. However, most… | AI | Stochastic Gradient Optimization Techniques |
| LAPF: LLM-Agent-Based Path Finder Using the UAVScenes Dataset 18 August 2026 | Uncrewed aerial vehicles (UAVs) are increasingly deployed for autonomous navigation in complex outdoor environments, where dynamic conditions and mission requirements require… | Vision | Robotic Path Planning Algorithms |
| Online Convex Optimization with Dueling Feedback 18 August 2026 | We study online convex optimization with dueling (pairwise comparison) feedback, where the learner observes only a binary preference between two queried points. While dueling… | Operations res. | Advanced Bandit Algorithms Research |
| GenRouter: Unified Workflow Routing for Agentic Image Generation 18 August 2026 | The rapid evolution of text-to-image (T2I) generation models has effectively solved the foundational challenge of raw pixel synthesis, shifting the community's focus toward… | Vision | Generative Adversarial Networks and Image Synthesis |
| Semantic Bandits: In-Context Exploration-Exploitation is Biased by Semantic Priors 18 August 2026 | Large language models (LLMs) are increasingly deployed as decision-making agents in settings that require sophisticated environmental exploration. However, existing work has… | Health Informatics | Artificial Intelligence in Healthcare and Education |
| Concept-based explanation of gene expression prediction from H&E images 18 August 2026 | Recent advances in pathology foundation models have enabled accurate prediction of spatial transcriptomics (ST) from routine H&E images. However, existing explainability methods… | AI | AI in cancer detection |
| Ultra: Unsupervised Cross-Task Optimization for Reliable Restoration Segmentation Collaboration under Adverse Weather 18 August 2026 | Unsupervised Domain Adaptation for Adverse Weather Semantic Segmentation (UDA-ASS) aims to transfer semantic knowledge from labeled normal-weather images to unlabeled adverse… | AI | Domain Adaptation and Few-Shot Learning |
| CoM$^3$eT: A foundation model for medical image analysis through federated, multidimensional context integration 18 August 2026 | Medical foundation models improve generalization when training AI models with limited labeled data, but remain confined to a single specialty, such as pathology or radiology, and… | AI | AI in cancer detection |
| Ask to Be Sure: Informative Interactions for Confident Multi-Turn LLM Recommendation 18 August 2026 | Recent advances in large language models (LLMs) have enabled their use as conversational recommender systems (CRS), demonstrating strong recommendation accuracy and natural… | Info systems | Recommender Systems and Techniques |
| MicroVerse: An Instrument for Measuring Self-Authored Identity Drift in Long-Horizon Multi-Agent Language-Model Simulations 18 August 2026 | Long-horizon, multi-agent language model (LM) simulations are widely proposed for studying social behavior, yet instruments to measure whether persona-conditioned agents maintain… | Cultural Studies | Language and cultural evolution |
| SAGE-OR: Semi-supervised Adaptive Scene Graph Generation for Operating Rooms 18 August 2026 | Current surgical scene graph generation methods depend on dense multi-modal supervision and specialized hardware (synchronized RGB-D sensors, calibration rigs), making dataset… | Vision | Multimodal Machine Learning Applications |
| SOS! : A Streamlined Object-Conditional Transformer for Model-free Segmentation 18 August 2026 | Foundation segmentation models excel at generating high-quality, class-agnostic masks, but they struggle to associate these proposals with specific target objects. This semantic… | Vision | Advanced Neural Network Applications |
| FZ-VLM: A Two Stage Florence-Zephyr Vision Language Model Framework for Pulmonary Nodule Characterization and Clinical Decision Making 18 August 2026 | Lung cancer remains one of the leading causes of cancer-related mortality worldwide, and Computed Tomography (CT) is a primary imaging tool for screening and followup assessment.… | Pulmonary and Respiratory Medicine | Lung Cancer Diagnosis and Treatment |
| Benchmarking Frontier Text-to-Image Models on Image-Description Prompts 18 August 2026 | Text-to-image models are typically reported on average-case prompts, which understates the gap between systems on compositionally demanding requests involving precise object… | Vision | Multimodal Machine Learning Applications |
Lab countries - last 90 days
Other countries
The world ranking as it appears on the dashboard. Click another country to open its page.
- United States38% · 26,375 papers
- China33% · 22,828 papers
- United Kingdom7.5% · 5,251 papers
- Germany7.2% · 4,984 papers
- India4.6% · 3,181 papers
- Canada4.5% · 3,159 papers
- France4.1% · 2,865 papers
- South Korea4.1% · 2,859 papers
- Hong Kong SAR China3.2% · 2,247 papers
- Japan3.2% · 2,234 papers
- Australia3.1% · 2,160 papers
- Italy2.9% · 1,987 papers
- Singapore2.8% · 1,952 papers
- Switzerland2.3% · 1,611 papers
Click a country to see only its research
Across 69,649 papers with at least one lab located, i.e. 76% of the 91,354 papers fully processed between 27 October 2025 and 21 August 2026. 167 countries represented.
This is the country of the laboratory, never the nationality of individuals. A paper signed from several countries counts for each of them, so the shares add up to more than 100%. Coverage is partial and the gap is not random: a researcher whose institution is unknown usually publishes little, which over-represents established labs.
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