Country of the labs · world rank 7
AI research: France
Located papers
2,865
This month
0
Subjects covered
495
This page only covers the 2,865 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: France
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
Adversarial Robustness in Machine Learning
AI
Explainable Artificial Intelligence (XAI)
AI
Advanced Neural Network Applications
Vision
Model Reduction and Neural Networks
Stat. physics
Reinforcement Learning in Robotics
AI
2D projections of the embeddings
Semantic map
The 54 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 |
|---|---|---|---|
| The canonical facets of multi-separator polytopes 18 August 2026 | We initiate a polyhedral study of the graph multi-separator problem proposed by Irmai et al. (2024) as an alternative to the lifted multicut problem for application to the task of… | Industrial and Manufacturing Engineering | Vehicle Routing Optimization Methods |
| Beyond $L_2$: Generalizing Abductive Latent Explanations to Diverse Prototype-Based Architectures 18 August 2026 | Prototype-based neural networks are hailed as interpretable-by-design architectures. Recently, Abductive Latent Explanations (ALE) were introduced to provide formal,… | AI | Explainable Artificial Intelligence (XAI) |
| Asymptotics-guided learning and symbolic regression for dispersive resonances 18 August 2026 | We study resonance prediction in dispersive media, formulated as nonlinear spectral problems for volume integral operators. The main idea is to use asymptotic analysis not only as… | Electronic, Optical and Magnetic Materials | Metamaterials and Metasurfaces Applications |
| Structured Prediction for Scalable Spreadsheet Table Understanding: From Cell Types to Table Ranges (Extended Version) 18 August 2026 | Spreadsheets are a primary medium for publishing tabular data, yet automatically extracting structured content from them remains difficult due to heterogeneous layouts, diverse… | Operations res. | Data Quality and Management |
| KOALA: Koopman Operator Learning for WiFi-Based Anticipatory Hum 18 August 2026 | WiFi Channel State Information (CSI) has emerged as a privacy-preserving alternative to cameras for human pose estimation. However, existing approaches treat pose inference as an… | Electronics | Indoor and Outdoor Localization Technologies |
| Amortised Post-Hoc Explanation with Exact Preservation for Dynamic Graph Anomaly Detectors 18 August 2026 | Anomaly detection in dynamic graphs underpins financial fraud analysis, intrusion detection, and platform integrity, where automated decisions require human-interpretable… | AI | Explainable Artificial Intelligence (XAI) |
| An Adaptive Gradient Clipping and Noise Injection Mechanism for Differentially Private Federated Learning 18 August 2026 | Differentially private federated learning must balance privacy protection against model accuracy and training efficiency. Static gradient clipping applies a fixed threshold… | AI | Privacy-Preserving Technologies in Data |
| What Makes a Good Layer? Assessing the Layer-Wise Intrinsic Properties of Music Foundation Models 18 August 2026 | Music foundation models are commonly used as frozen audio feature extractors, yet selecting which layer to extract from remains largely heuristic. Current practice defaults to… | Signal Processing | Music and Audio Processing |
| Interactive Whole Slide Images for RL-based Tumour Segmentation 18 August 2026 | Whole-slide image (WSI) analysis remains computationally challenging due to the extremely large spatial resolution of slides and the sparse distribution of tumour regions. We… | AI | AI in cancer detection |
| STAGE: Controlled Objective Admission for Multi-Preference LLM Alignment 18 August 2026 | Multi-preference alignment is often framed as scalarization: combine reward dimensions, then optimize. This leaves a temporal decision underspecified: when should each preference… | AI | Explainable Artificial Intelligence (XAI) |
| Matched Outcomes, Divergent Gaze: How Foveated MLLMs Search Compared to Humans 18 August 2026 | Human visual search is serial: the fovea must land on a candidate to confirm it, and those landings form a scanpath. Whether multimodal large language models (MLLMs), given the… | Vision | Multimodal Machine Learning Applications |
| Counting Documents Is Not Counting Text: Unit Bias in Web-PDF Corpus Statistics 18 August 2026 | PDF corpora advertise their size in tokens but compute every rate they publish (coverage, OCR routing, re-fetch recovery, language mix) per document, and none decomposes its token… | Computational Theory and Mathematics | Mathematics, Computing, and Information Processing |
| OceanDepths: A Global Dataset of Paired Subsurface and Surface Ocean Observations 18 August 2026 | Despite comprising over 70% of its surface, the world's oceans are critically underobserved compared to the land surface or the atmosphere. Understanding the global ocean requires… | Oceanography | Oceanographic and Atmospheric Processes |
| LaGSplat: Inferring Physics-Governed Interactive Simulation from Monocular Video Using Latent Lagrangian Gaussian Splatting 18 August 2026 | We present LaGSplat (Latent Lagrangian Gaussian Splatting), a framework that infers interactive, physics-governed dynamics from one or a few monocular videos. At inference it lets… | Stat. physics | Model Reduction and Neural Networks |
| Using the Mimi codec for metalinguistic representations 18 August 2026 | In this paper, we focus on the dictionary of 2048 tokens used in Mimi semantic token codebook, the neural codec of the Moshi language model. We show that the ABX experiment… | AI | Speech Recognition and Synthesis |
| Training-Free Long-Term Multi-Object Tracking for Sports Video Analytics 18 August 2026 | Long-term multi-object tracking in sports remains challenging due to frequent occlusions, rapid camera motion, and repeated player reappearances. We introduce McByte++, a… | Vision | Video Surveillance and Tracking Methods |
| JoLT: Joint Latent Trajectories for Context-Guided High-Resolution Tiled Generation 18 August 2026 | Although text-to-image generative models produce impressive results, they struggle to generate densely detailed, high-resolution (HR) images. Current literature addresses this… | Vision | Generative Adversarial Networks and Image Synthesis |
| When Do Concepts Become Functionally Sufficient During Language-Model Training? 18 August 2026 | Understanding a model and its learning mechanisms in depth requires identifying when its internal structures become useful, rather than simply looking at the final state. We study… | Developmental and Educational Psychology | Child and Animal Learning Development |
| CG-GLORE: A Conjugate Gradient-Based Global-Local Regularization Network for Sparse-View CT Reconstruction 18 August 2026 | Sparse-view computed tomography (CT) reduces radiation dose by acquiring fewer projection views, but the resulting inverse problem is highly ill-posed and often produces severe… | Radiology, Nuclear Medicine and Imaging | Medical Imaging Techniques and Applications |
| Geometry-Calibrated Closed-Form Shrinkage for SAR Despeckling 18 August 2026 | Synthetic aperture radar (SAR) despeckling is an inverse-recovery problem in which multiplicative non-Gaussian noise must be suppressed without erasing scattering structures. We… | Aerospace Engineering | Synthetic Aperture Radar (SAR) Applications and Techniques |
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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