📉 Time Series - pulanski · Scour

Beyond Uniform Tokens: Adaptive Compression for Time Series Language Models

🌳Tree-sitter Academic

Does Normalization Choice Matter for Causal Large Time-Series Models?

🔄Systems Thinking Academic

Quantum Reservoir Computing for Short-Term Power Load Forecasting in Resource-Constrained Energy Systems

🦙Ollama Academic

CF-JEPA: Mask-free forward prediction with asymmetric encoder utilization for time-series representation learning

🦙Ollama Academic

Using Explainability as a Training-Time Reliability Signal for Efficient ECG Classification

📊Information Theory Academic

TSseek: Regular Expression-Based Similarity Search for Distributed Time Series Datasets

🌳Tree-sitter Academic

MP3: Multi-Period Pattern Pre-training forSpatio-Temporal Forecasting

🎲Procedural Generation Academic

SPDM: Geometry-Modulated State Space Modeling with Manifold Constraints for Time Series Forecasting

📊Algorithms Academic

Time-Series Foundation Model Embeddings for Remaining Useful Life Estimation

🦙Ollama Academic

FAME: Forecastability-Aware Mixture of Experts for Heterogeneous Time Series Forecasting

📡Event-Driven Architecture Academic

ProtoX-AD: Self-Explainable Time Series Anomaly Detection and Characterization

🦙Ollama Academic

Tests for Independence of High-Dimensional Nonstationary Time Series

📐Linear Algebra Academic

GeoGNN: Time Series Geo-Localization using Two-Tower Graph Neural Networks

🦙Ollama Academic

CRAFTIIF: Cross-Resolution Analytic Four-Type Interpretable Isolation Forest for Multivariate Time Series Anomaly Detection

🌳Tree-sitter Academic

InA-Probe: Instruction-Aware Active Probing for Time Series Forecasting with LLMs

🦙Ollama Academic

Large Language Models in Process Systems Engineering: Opportunities, Architectures, and Industrial Deployment Challenges

🦙Ollama Academic

GlucoFM-Bench: Benchmarking Time-Series Foundation Models for Blood Glucose Forecasting

🦙Ollama Academic

Composite likelihood inference of fractional Gaussian processes with sequentially optimal subset selection

📐Linear Algebra Academic

CITRAS-FM: Tiny Time Series Foundation Model for Covariate-Informed Zero-Shot Forecasting

🦙Ollama Academic

CloudCons: A Comprehensive End-to-End Benchmark for Cloud Resource Consolidation

⚙️Performance Profiling Academic

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