Country of the labs · world rank 22
AI research: Austria
Located papers
631
This month
0
−100% vs previous month
Subjects covered
222
This page only covers the 631 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: Austria
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
Explainable Artificial Intelligence (XAI)
AI
Reinforcement Learning in Robotics
AI
Adversarial Robustness in Machine Learning
AI
Advanced Neural Network Applications
Vision
Ethics and Social Impacts of AI
Safety Research
20 most recent papers
Latest ingests
| Paper | Abstract | Theme | Topic |
|---|---|---|---|
| Software Engineering for AI-driven Building Operation 18 August 2026 | Building operations are energy-inefficient. Artificial Intelligence (AI)-driven control systems promise benefits through optimization and predictive control, but deploying them in… | Software | Spreadsheets and End-User Computing |
| Left-Branching Transformers Excel at Right-Branching Languages: Data Shapes Word Order Preferences in Language Models 18 August 2026 | We systematically compare word order preferences in decoder-only language models across 192 artificial languages and typologically diverse natural languages. On artificial… | AI | Natural Language Processing Techniques |
| Hardware-in-the-Loop Phase-Aware CNN for Real-Time 5G Channel Estimation 12 August 2026 | This demo presents real-time AI-based uplink channel-estimation inference using data collected from a hardware-in-the-loop 5G platform. The data-collection setup integrates… | AI | Wireless Signal Modulation Classification |
| When One Modality Is Not Enough: Multimodal Sex and Life-Stage Classification of Red Deer from Aerial RGB-Thermal Video 10 August 2026 | Aerial drone surveys increasingly support wildlife population estimation, yet a useful census is more than a count: population dynamics are defined by species composition, sex… | Ecology | Wildlife Ecology and Conservation |
| Oh Deer, How Should I Handle This? Seasonal Priors for Selective Wildlife Annotation and Classification 5 August 2026 | Fine-grained wildlife classification in aerial imagery is limited not only by model performance, but also by unreliable labels: animals occupy few pixels, key visual cues vary… | Ecology | Wildlife Ecology and Conservation |
| Clear-Weighted Bit Allocation for Satellite Downlinks 4 August 2026 | Earth-observation satellites capture more imagery than intermittent ground contacts can transmit. Onboard systems threshold a cloud detector, discard frames or tiles, and compress… | Aerospace Engineering | Satellite Communication Systems |
| CBCT-IQ: A Publicly Available Annotated Cone-Beam CT Dataset for Image Quality Assessment and Benchmarking 3 August 2026 | Medical image quality plays a critical role in diagnostic accuracy, especially in X-ray-based imaging modalities such as cone-beam computed tomography (CBCT), where image quality… | Pulmonary and Respiratory Medicine | Digital Radiography and Breast Imaging |
| LLMs struggle to simulate human belief updates in controlled environments 31 July 2026 | LLMs are increasingly deployed as proxies for human study participants in social science experiments, yet the fidelity of this practice has rarely been tested directly. We test… | General Social Sciences | Computational and Text Analysis Methods |
| Landmark shape spaces with induced metrics 31 July 2026 | We present a unification of Kendall's landmark shape spaces, where rigid motions are factored out and scale fixed on landmark configurations equipped with Euclidean geometry, with… | Geometry and Topology | Morphological variations and asymmetry |
| Beyond Classification: Pathology Foundation Models as Detection Encoders for Mitotic Figures 31 July 2026 | Pathology foundation models (FMs) are models trained on vast amounts of typically unlabeled data and have been shown to yield regularized latent spaces that can be used… | AI | AI in cancer detection |
| Noise-Robust Conditional Flow Matching: Generating Clean Samples from Noisy Datasets 30 July 2026 | Generative models learn the statistical properties of their training data, so high-quality generation depends on clean and representative datasets. In scientific imaging,… | Vision | Generative Adversarial Networks and Image Synthesis |
| Shieldstral 29 July 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… | AI | Large Language Models |
| A systematic evaluation of machine learning classifiers for event-by-event background rejection in LAFOV PET scanners 29 July 2026 | The introduction of LAFOV PET scanners brings significant sensitivity gains but also a substantial increase in the background rate from accidental coincidences, phantom-scattered… | Radiology, Nuclear Medicine and Imaging | Medical Imaging Techniques and Applications |
| Untrusted Authors, Trusted Answers: A Calculus of Fidelity-Graded Translations 29 July 2026 | To answer a question about a program, move the program to where the question is decidable. Every such move is a translation, and every translation is a place to be wrong. We study… | AI | Logic, Reasoning, and Knowledge |
| Stochastic Counterdiabatic Driving via Biorthogonal Liouvillian Eigenmodes 28 July 2026 | Finite-time driving of stochastic systems generates excess dissipation, causing the evolving probability distribution to lag behind the instantaneous equilibrium, and consequently… | Stat. physics | stochastic dynamics and bifurcation |
| Neural Network-Driven Volatility Drag Mitigation under Aggressive Leverage 28 July 2026 | This paper introduces a compact reformulation of a modular end-to-end neural network for global minimum-variance portfolio optimization that decouples model complexity from both… | Operations res. | Stock Market Forecasting Methods |
| Metric Surface Reconstruction of Neurosurgical Scenes from Monocular Operating Microscope Images and Microscope Pose 27 July 2026 | Objective: We evaluated whether metric 3D geometry of neurosurgical operative exposure can be recovered from standard monocular operating-microscope images combined with… | Surgery | Surgical Simulation and Training |
| Shallower ReLU Network Representations via Exact Linear Algebra 27 July 2026 | We prove that the maximum of $n$ real numbers is exactly representable by a ReLU network with two hidden layers for every $n\le 10$. The constructions are obtained by reducing the… | Computational Theory and Mathematics | Complexity and Algorithms in Graphs |
| New Complexity-Theoretic Frontiers of Tractability for Neural Network Training 24 July 2026 | In spite of the fundamental role of neural networks in contemporary machine learning research, our understanding of the computational complexity of optimally training neural… | AI | Stochastic Gradient Optimization Techniques |
| Multi-Task Learning for Heterogeneous Prediction from Video Game State with Transfer Learning 24 July 2026 | Multi-task learning (MTL) is a promising approach for prediction tasks derived from video game state data, as modern game telemetry provides multiple related supervision signals… | Vision | Human Pose and Action Recognition |
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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