Pays des laboratoires · rang 28 mondial
Recherche en IA : Belgique
Articles situés
475
Ce mois-ci
0
−100 % vs mois précédent
Sujets touchés
206
Cette page ne montre que les 475 articles dont au moins un laboratoire a pu être rattaché à ce pays, entre le 27 octobre 2025 et le 18 août 2026. Ce n'est pas toute la production du pays.
Il s'agit du pays du laboratoire, jamais de la nationalité des personnes. Un article co-signé depuis plusieurs pays compte dans chacun d'eux. La couverture est partielle et le manque n'est pas aléatoire : un chercheur dont l'institution est inconnue publie en général peu, ce qui sur-représente les laboratoires établis.
Volumes par domaine
Sur quoi travaille ce pays : Belgique
Les thèmes et sujets ne sont pas inventés ici : chaque papier est rattaché à la classification d'OpenAlex, le catalogue ouvert qui indexe la recherche scientifique mondiale (hiérarchie domaine › champ › thème › sujet). Cliquer sur un thème le découpe en ses principaux sujets.
Expressions en hausse - 30 derniers jours
Signaux émergents
Les expressions qui reviennent nettement plus souvent qu'à l'habitude dans les articles de ce pays. Le corpus national étant bien plus petit que le corpus mondial, le seuil de sélection est proportionnel à son volume : les pourcentages sont plus nerveux, et un terme peut monter sur quelques articles seulement.
Aucun signal calculé - le workflow de détection des bursts n'a pas encore tourné.
Sujets les plus actifs - 12 mois
Trajectoires
Sujets issus de la classification scientifique OpenAlex.
Multimodal Machine Learning Applications
Vision
Explainable Artificial Intelligence (XAI)
IA
Adversarial Robustness in Machine Learning
IA
Ethics and Social Impacts of AI
Safety Research
Reinforcement Learning in Robotics
IA
Advanced Neural Network Applications
Vision
Large Language Models
IA
Generative Adversarial Networks and Image Synthesis
Vision
20 articles les plus récents
Dernières ingestions
| Article | Résumé | Thème | Sujet |
|---|---|---|---|
| TinyCast: Probabilistic Zero-Shot Forecasting with Computed Periodicity 18 août 2026 | We introduce TinyCast, an attention-free zero-shot forecaster that emits a predictive distribution from 146,505 parameters, on the premise that at this size the periodic structure… | IA | Adversarial Robustness in Machine Learning |
| The Recall Trap: A Recall-Maximizing Retriever Configuration Reduces Issue Resolution in Fixed-Budget Code Context 18 août 2026 | Retrieval components for code assistants are tuned against retrieval metrics: a configuration that raises recall@k is adopted, and downstream task success is assumed to follow. We… | Systèmes d'info | Software Engineering Research |
| InterPruner: Interactive Structured Pruning via Taylor-Implicit Criterion and Language-Prior Modulator for Multimodal Object Detection 12 août 2026 | Multimodal object detection proves effective in remote sensing, especially the RGB-Infrared paradigm. The parallel feature extractors provide rich multimodal information for… | Vision | Advanced Neural Network Applications |
| Diffuse the object, keep its label: curating detector training data from a few unlabeled photographs via VLM-built 3D vegetation scenes 11 août 2026 | Labeled images of small objects hidden in vegetation are scarce, and detectors trained on them generalize poorly across sites. Rather than reusing labels collected at another… | Vision | Advanced Neural Network Applications |
| CableDex: Cable Length Estimation on Industrial Reels Using a Handheld Device 11 août 2026 | CableDex is a computer vision system that addresses the time-consuming and inaccurate manual measurement of cable length on industrial reels from a single photograph captured with… | Vision | Optical measurement and interference techniques |
| Multi-Year Geospatial Reasoning using Interannually-Consistent Historical Predictions as a Free Input Modality 7 août 2026 | Machine learning, and deep networks in particular, are increasingly used to derive higher-level Earth observation (EO) products such as annual land-cover and crop-type maps. Many… | Ecology | Remote Sensing in Agriculture |
| Looking under the Wrong Lamppost: On the Limitations of Automated Translation Quality Estimation 5 août 2026 | Automation of Translation Quality Estimation (QE) has emerged as a widely discussed approach to managing translation quality at scale, and a growing number of tools and… | IA | Natural Language Processing Techniques |
| Benchmarking the Benchmarks: Testing the Predictive Validity of Commonsense Benchmarks 5 août 2026 | Predicting LLM's capabilities on real-world tasks is essential, yet the extent to which performance on commonsense benchmarks predicts downstream performance remains… | IA | Large Language Models |
| Evolving language compositionality in a frequency-structured meaning space 3 août 2026 | The iterated learning model was introduced to investigate language evolution: the way in which the characteristic properties of human languages have been shaped, at least partly,… | Cultural Studies | Language and cultural evolution |
| Locally Consistent Transductive Information Maximization for Few-Shot Remote Sensing Scene Classification 3 août 2026 | Remote sensing scene classification is increasingly relying on foundation models pre-trained on large-scale Earth-observation data. Moreover, transductive inference, which… | Media Technology | Remote-Sensing Image Classification |
| Eddeep: a deep-learning framework for fast eddy-current distortion correction in diffusion MRI 30 juillet 2026 | Diffusion MRI (dMRI) relies on diffusion-weighted echo-planar imaging, which is highly susceptible to eddy-current-induced geometric distortions. These distortions vary across… | Radiology, Nuclear Medicine and Imaging | Advanced Neuroimaging Techniques and Applications |
| Shieldstral 29 juillet 2026 | We introduce Shieldstral, a 3B-parameter policy-adaptive multimodal safety classifier that matches or outperforms models nearly 7$\times$ its size on text safety benchmarks and… | IA | Large Language Models |
| Intrinsic and Triangulation-Agnostic Attention: A Simple and Powerful Approach for Learning on Meshes 29 juillet 2026 | This work proposes an adaptation of the attention mechanism for triangle meshes. The core observation is that endowing the attention mechanism with critical properties for… | Computational Mechanics | 3D Shape Modeling and Analysis |
| Embeddings based Anomaly Detection for Cleaning Global Crop Type Reference Datasets 28 juillet 2026 | High quality reference data remain a critical bottleneck for crop-type mapping at any spatial and temporal scale. Operational systems such as WorldCereal aggregate labels from… | Epidemiology | Data-Driven Disease Surveillance |
| HydroAgent: Formalizing Forecaster Expertise into Skill-Orchestrated Flood Forecasting Workflows 28 juillet 2026 | Operational flood forecasting depends on tacit forecaster expertise that is difficult to formalize, audit, and transfer. Although artificial intelligence methods have advanced… | Global and Planetary Change | Flood Risk Assessment and Management |
| Context-Adaptive Inference: A Unified Statistical and Foundation-Model View 28 juillet 2026 | Modern predictive systems are expected to adapt their behavior to the specific situation they are facing. A clinical model should not treat every patient the same; a… | IA | Machine Learning in Healthcare |
| A Computational Ethical Framework for Financial Digital Phenotyping for Mental Health 28 juillet 2026 | Ethical governance of AI-driven systems is often expressed through high-level principles and static documentation, creating a gap between regulatory requirements and system-level… | Safety Research | Ethics and Social Impacts of AI |
| Learning Dense 2D-3D Correspondence for X-ray-to-CT Registration of Knee Bones 27 juillet 2026 | Recovering the 6-DoF pose of the knee bones from a plain radiograph, given the patient's segmented pre-operative CT, turns a routine low-dose image into a quantitative measurement… | Health Informatics | Artificial Intelligence in Healthcare and Education |
| HiKV: Hierarchical Importance-Aware KV Cache with Hardware Acceleration for LLM Decoding 27 juillet 2026 | With the rapid adoption of long-context large language models (LLMs), the continuously growing KV cache during decoding has become the critical memory bottleneck. To tackle this… | Hardware and Architecture | Parallel Computing and Optimization Techniques |
| Towards a Certifying Grounder 24 juillet 2026 | Grounding, the translation of high-level theories into equivalent quantifier-free formulas, is a crucial step in declarative solving, yet it has so far escaped the proof-logging… | Computational Theory and Mathematics | Formal Methods in Verification |
Pays des laboratoires - 90 derniers jours
Autres pays
Le classement mondial, tel qu'il apparaît sur le dashboard. Cliquer un autre pays ouvre sa page.
- États-Unis38 % · 26 375 articles
- Chine33 % · 22 828 articles
- Royaume-Uni7,5 % · 5 251 articles
- Allemagne7,2 % · 4 984 articles
- Inde4,6 % · 3 181 articles
- Canada4,5 % · 3 159 articles
- France4,1 % · 2 865 articles
- Corée du Sud4,1 % · 2 859 articles
- R.A.S. chinoise de Hong Kong3,2 % · 2 247 articles
- Japon3,2 % · 2 234 articles
- Australie3,1 % · 2 160 articles
- Italie2,9 % · 1 987 articles
- Singapour2,8 % · 1 952 articles
- Suisse2,3 % · 1 611 articles
Cliquer un pays pour n'y voir que sa recherche
Sur 69 649 articles dont au moins un laboratoire est situé, soit 76 % des 91 354 articles entièrement traités entre 27 octobre 2025 et 21 août 2026. 167 pays représentés.
Il s'agit du pays du laboratoire, jamais de la nationalité des personnes. Un article signé depuis plusieurs pays compte pour chacun d'eux, les parts dépassent donc 100 % au total. La couverture est partielle et le manque n'est pas aléatoire : un chercheur dont l'institution est inconnue publie en général peu, ce qui sur-représente les laboratoires établis.
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