Country of the labs · world rank 20
AI research: Taiwan
Located papers
854
This month
0
−100% vs previous month
Subjects covered
212
This page only covers the 854 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: Taiwan
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
Advanced Neural Network Applications
Vision
Adversarial Robustness in Machine Learning
AI
Explainable Artificial Intelligence (XAI)
AI
3D Shape Modeling and Analysis
Computational Mechanics
Speech Recognition and Synthesis
AI
20 most recent papers
Latest ingests
| Paper | Abstract | Theme | Topic |
|---|---|---|---|
| TRACE-CASH: Trial-History-Conditioned Reinforcement Learning for Adaptive Configuration Exploration in Time-Series CASH 18 August 2026 | Combined algorithm selection and hyperparameter optimization (CASH) searches a conditional space in which the selected model determines which hyperparameters are active. In… | AI | Machine Learning and Data Classification |
| FETERS: Few-Shot Early Time-Series Classification via Effective Ratio Selection 18 August 2026 | Early time-series classification (ETSC) aims to make accurate predictions from partially observed time series as early as possible. Although various stopping mechanisms and… | Signal Processing | Time Series Analysis and Forecasting |
| SAGA: Structure-Attended Generative Action Embedding Model that encodes Multi-Surface User Action Sequences 18 August 2026 | Prior embedding models for sequential recommendation typically operate within a homogeneous action space, limiting their ability to capture cross-surface behavioral signals… | Applied Psychology | Digital Mental Health Interventions |
| AlloEgo-VLM: Disambiguating Allocentric and Egocentric Reference Frames in Vision-Language Models 18 August 2026 | This study investigates the challenge of ambiguity faced by Vision-Language Models (VLMs) in understanding spatial semantics. Spatial cognition, shaped by cognitive psychology,… | Vision | Multimodal Machine Learning Applications |
| SAFE: Scene-Aware Feature Modulation for Color Constancy with Learned Color Space in Pure-Color Scenes 17 August 2026 | Color constancy on pure-color scenes is challenging: when most pixels share a narrow band of hues, every chromaticity-based cue collapses to a single point and standard estimators… | Vision | Image Enhancement Techniques |
| Map-Det3D: Metric Feed-Forward 3D Reconstruction Prior for Multi-view 3D Object Detection from Streaming Inputs 13 August 2026 | Metric 3D object detection is a core capability for embodied agents, yet most reliable systems lean on depth sensors, trading away cost, power, and integration simplicity. This… | Vision | Advanced Neural Network Applications |
| Massive Activations in Hybrid Linear Attention Large Language Models: Pre-Attention Spikes and Inter-Spike Plateaus 13 August 2026 | We present the first systematic study of Massive activations (MAs) in layer-interleaved HLA LLMs and uncover two architecture-aligned morphologies: MAs consistently spike… | Electronics | Ferroelectric and Negative Capacitance Devices |
| HNDiff: Haze-Noise Diffusion for Image Dehazing 12 August 2026 | Existing diffusion-based methods have recently made significant progress in image dehazing. However, they typically neglect the physics of haze formation and reconstruct clean… | Vision | Image Enhancement Techniques |
| Decomposition-Induced Context-Memory Conflict: When Fact-Checking Pipelines Contradict Their Own Source Text 12 August 2026 | Decompose-then-verify pipelines, including FActScore-style fact-checkers and long-form factuality evaluators, first split a passage into atomic claims before checking each one.… | AI | Natural Language Processing Techniques |
| AdapterMoE: A Two-Stage Hard-Routing Mixture-of-Experts Architecture for Multi-Crop Disease Recognition with Calibrated Rejection and Incremental Learning 11 August 2026 | Timely crop-disease identification is critical to food security. Multi-crop recognition suits Mixture-of-Experts (MoE), but conventional soft-routing MoE learns crop assignment… | Plant Science | Smart Agriculture and AI |
| OmnilingualGAIA2: Evaluating the Multilingual Gap in Frontier AI Agents 11 August 2026 | Agentic benchmarks aim to measure how well AI agents plan, search, execute, and recover within realistic multi-tool environments, but they are almost exclusively in English. As AI… | Cultural Studies | Language and cultural evolution |
| Retrieval-Augmented Generation-Based Color Restoration for Low-Light Image Enhancement 11 August 2026 | Recent low-light image enhancement (LLIE) methods have driven brightness and structural fidelity close to that of normally-exposed images, yet their outputs still exhibit… | Vision | Image Enhancement Techniques |
| EgoTrack3D: A Modular Framework for Egocentric 3D Object Tracking 11 August 2026 | Understanding 3D scenes from egocentric video is fundamental for robotics and autonomous navigation, yet rapid viewpoint changes and partial occlusions make building structured… | Vision | Advanced Vision and Imaging |
| CoDAT: Collaborative Dual-Attention Transformer with Low-Cost Temporal Modeling for Efficient Edge Action Recognition 10 August 2026 | Real-time human action recognition on Internet-of-Things (IoT) edge devices requires models that capture rich spatio-temporal cues within strict latency, memory, and power… | Vision | Human Pose and Action Recognition |
| PAST-Bench: Benchmarking the Foundations of Recursive Self-Improvement in Personal Agents 5 August 2026 | Recursive self-improvement requires agents to turn accumulated experience into better future behavior. Personal AI agents offer a concrete setting for studying this capability… | Neuroscience | Mind wandering and attention |
| PDD-RRG: Posterior Diagnostic Decision for Study-level Radiology Report Generation 5 August 2026 | Automatic radiology report generation (RRG) aims to simulate the workflow of radiologists, assisting them in clinical diagnosis. However, existing methods often fall short in… | Vision | Multimodal Machine Learning Applications |
| SAGE: Semantic Explainability of Attention-Based Survival Models in Computational Pathology 5 August 2026 | Attention-based multiple instance learning (ABMIL) is the predominant approach for slide-level prediction in computational pathology, yet its attention maps provide only local… | AI | AI in cancer detection |
| Event ActivityNet: A Large-Scale Simulated-Event Benchmark for Untrimmed Action Understanding 4 August 2026 | Long-horizon event-based action understanding remains underexplored because existing datasets largely comprise short, trimmed clips, while collecting native event streams with… | Vision | Human Pose and Action Recognition |
| STAR-VLM: Spatiotemporal Grounding Vision-Language Models for Motion and Velocity Estimation via Automotive Radar Supervision 4 August 2026 | Vision-language models (VLMs) are emerging as a key component of embodied intelligence, with growing applications in auto-labeling and end-to-end autonomous driving. However,… | Aerospace Engineering | Advanced SAR Imaging Techniques |
| Exploiting Intrinsic Duality for Multi-Hop Question Generation 4 August 2026 | Multi hop question generation (MQG) aims to generate questions from multiple given documents and target answers, whereas question answering (QA) focuses on deriving answers from… | AI | Large Language Models |
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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