Country of the labs · world rank 29
AI research: Finland
Located papers
456
This month
0
Subjects covered
185
This page only covers the 456 papers with at least one laboratory traced to this country, between 28 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: Finland
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.
Large Language Models
AI
Generative Adversarial Networks and Image Synthesis
Vision
Multimodal Machine Learning Applications
Vision
Privacy-Preserving Technologies in Data
AI
Adversarial Robustness in Machine Learning
AI
Explainable Artificial Intelligence (XAI)
AI
Advanced Graph Neural Networks
AI
Software Engineering Research
Info systems
20 most recent papers
Latest ingests
| Paper | Abstract | Theme | Topic |
|---|---|---|---|
| UniTAC: Universal Task-Aware Compression via Weighted Distortion Measures 18 August 2026 | Physical AI systems such as autonomous vehicles and robots rely on timely exchange of high-dimensional sensory signals under tight bandwidth, latency, and energy budgets. Because… | Vision | Advanced Data Compression Techniques |
| MELD: A Protocol for Merging Knowledge Across Distributed Agentic Memories 18 August 2026 | Autonomous agents share a transport and can call each other's tools, but they cannot share what they know: no protocol lets two agents' memories reconcile a fact phrased two ways,… | Networks | Distributed systems and fault tolerance |
| SplatGuide: Geometric Priors from 3D Gaussians for Pose-Free Novel View Synthesis 18 August 2026 | Generating photorealistic novel views from unposed images requires both 3D geometric understanding and the ability to synthesize unseen content. A natural strategy combines… | Computational Mechanics | 3D Shape Modeling and Analysis |
| Zero-MELO: Test-Time Evidence Calibration with Multimodal LLMs for Zero-Shot Micro-Gesture Recognition 18 August 2026 | While Multimodal Large Language Models (MLLMs) excel in general video understanding, their capability in fine-grained and motion-centric tasks remains limited. This limitation is… | Vision | Human Pose and Action Recognition |
| Kolmogorov-Arnold Networks for Spatially Independent Multispectral Land Classification 17 August 2026 | Land classification from satellite imagery is important for land management, environmental monitoring, and urban planning. Machine learning methods such as random forests and… | Media Technology | Remote-Sensing Image Classification |
| CASA: Content-Acoustic Speaking Assessment with Speech Encoder and Large Language Model 14 August 2026 | Research on automatic speaking assessment (ASA) has increasingly adopted multimodal speech large language models to assess learners' speaking performance. However, existing… | Experimental and Cognitive Psychology | Emotion and Mood Recognition |
| Braided Vision Transformer for Stroke Detection in Multi-view Retinal Fundus Imaging 13 August 2026 | Stroke remains a leading cause of mortality and morbidity worldwide, emphasizing the importance of its accurate and immediate assessment. Retinal fundus imaging has emerged as a… | Radiology, Nuclear Medicine and Imaging | Retinal Imaging and Analysis |
| Self-Evolving Code-with-Image Reasoning 12 August 2026 | Multimodal models increasingly reach for tools when solving visual tasks (crop, zoom, rotate, brighten), a paradigm known as thinking-with-images. The central challenge is one of… | Vision | Multimodal Machine Learning Applications |
| DistilVDR: A Compact End-to-End Visual Document Retriever via Dual-Student Distillation 12 August 2026 | Visual document retrieval (VDR) is dominated by multi-billion-parameter models that are slow to index at full corpus scale and expensive to serve. Prior compression routes either… | Vision | Multimodal Machine Learning Applications |
| Semi-Dense Matching Uncertainty Is Not Just Local Confidence 11 August 2026 | Reliable semi-dense matching is essential for modern geometric vision systems. Designed under a coarse-to-fine paradigm, it achieves an optimal balance between performance and… | Vision | Advanced Vision and Imaging |
| RayLift: Lifting Complementary Ray-Wise Evidence with 3D Geometry Priors for Semantic Scene Completion 11 August 2026 | Camera-based 3D semantic scene completion (SSC) provides comprehensive scene understanding for autonomous driving and robotics. However, existing methods often treat stereo depth… | Vision | Advanced Vision and Imaging |
| TLNM: Externally Validated Tooth Detection, Numbering and Segmentation from Smartphone Photographs Using Mask R-CNN 7 August 2026 | Oral health issues affect billions globally, but the cost and limited access to professional dental care hinder preventive oral healthcare. Research relies on clinical-grade… | Oral Surgery | Dental Radiography and Imaging |
| Endo-NeRF++: Uncertainty-Aware Neural Rendering with Multi-Resolution Hash Encoding for Dynamic Surgical Scene Reconstruction 31 July 2026 | Reconstructing dynamic surgical scenes is crucial for robot-assisted minimally invasive surgery; however, it continues to be difficult because of tissue deformation, occlusions,… | Computational Mechanics | 3D Shape Modeling and Analysis |
| Rad-JEPA 3D: Radiology Joint-Embedding Predictive Model for 3D Computed Tomography 30 July 2026 | Self-supervised pretraining is central to 3D medical image analysis, where unlabeled CT volumes are abundant but expert annotations are scarce. Yet existing volumetric encoders… | Radiology, Nuclear Medicine and Imaging | COVID-19 diagnosis using AI |
| DensFiLM: Density-Conditioned Video Saliency for Crowd Scenes 29 July 2026 | Video saliency models typically apply a single fixation strategy across crowd scenes, despite systematic changes in attention with crowd density. Sparse scenes encourage tracking… | Vision | Visual Attention and Saliency Detection |
| Face De-Identification: A Domain-Centric Survey from Capture to Processing 29 July 2026 | Face de-identification (De-ID) aims to remove or conceal personally identifiable facial features in images or videos to prevent identity recognition while preserving utility for… | Vision | Face recognition and analysis |
| Evidence Attribution in Visual Document Understanding without Coordinates or Region Labels 28 July 2026 | Reliable visual document understanding requires a model to attribute each answer to the evidence regions that support it. Recent benchmarks and systems express this step through a… | Vision | Handwritten Text Recognition Techniques |
| Looking for Affect in Spontaneous Finnish Speech through Linguistic Interpretability 28 July 2026 | Existing research on affect in speech has shown how acoustic surface characteristics and content-related linguistic aspects of speech both relate to perceived emotional arousal… | Experimental and Cognitive Psychology | Emotion and Mood Recognition |
| A Model for Imbalanced Label Aggregation: A Focus on Minority-Class Detection 28 July 2026 | We study imbalanced crowdsourcing with a focus on class-dependent annotator accuracy, a setting that, to the best of our knowledge, remains relatively underexplored despite its… | Computer Science Applications | Mobile Crowdsensing and Crowdsourcing |
| proxymate: Diagnosis and Adjustment of Proxy Estimates for Reliable Inference 28 July 2026 | Proxy outcomes (such as short-term behavioral signals, model predictions, or surrogate endpoints) are frequently used in place of primary outcomes that are too slow to mature,… | AI | Explainable Artificial Intelligence (XAI) |
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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