🧠 Knowledge Management - tomasz · Scour

Toward World Modeling of Physiological Signals with Chaos-Theoretic Balancing and Latent Dynamics 🌀Complexity Science

Reasoning Before Diagnosis: Physician-Inspired Structured Thinking for ECG Classification 🧩Cognitive Architecture

Decouple then Converge: Handling Unknown Unlabeled Distributions in Long-Tailed Semi-Supervised Learning 📊Bayesian Inference

Embracing Biased Transition Matrices for Complementary-Label Learning with Many Classes 🤖Machine Learning

General Science Ranking (GSR): An Open-Source, Citation-Normalized Journal and Conference Classification System for Computer Science and Medicine 🔗PageRank

When Accuracy Is Not Enough: Uncertainty Collapse between Noisy Label Learning and Out-of-Distribution Detection 🔢Kolmogorov Complexity

Spectral Priors vs. Attention: Investigating the Utility of Attention Mechanisms in EEG-Based Diagnosis 📊Bayesian Inference

TFZ-Tree: An Ultra-Lightweight Waveform Classification Framework for Resource-Constrained Devices ℹ️Information Theory

Entropy-Based Characterisation of the Polarised Regime in Latent Variable Models 🔗Mutual Information

FIKA-Bench: From Fine-grained Recognition to Fine-Grained Knowledge Acquisition 🔢Kolmogorov Complexity

Generative Diffusion Prior Distillation for Long-Context Knowledge Transfer 🔗RAG

Strategic PAC Learnability via Geometric Definability 🔢Kolmogorov Complexity

A Boundary-Aware Non-parametric Granular-Ball Classifier Based on Minimum Description Length 🔢Kolmogorov Complexity

User Reviews as a Source for Usability Requirements: A Precursor Study on Using Large Language Models 🔍Code Review

TFGN: Task-Free, Replay-Free Continual Pre-Training Without Catastrophic Forgetting at LLM Scale 💬Prompt Engineering

Read, Extract, Classify: A Tool for Smarter Requirements Engineering 🔍Code Review

Optimal Pattern Detection Tree for Symbolic Rule-Based Classification 🧠Symbolic AI

How Useful Is Cross-Domain Generalization for Training LLM Monitors? 🔢Kolmogorov Complexity

Multi-domain Multi-modal Document Classification Benchmark with a Multi-level Taxonomy 📊TF-IDF

Cognitive-Uncertainty Guided Knowledge Distillation for Accurate Classification of Student Misconceptions 🧠LLM Reasoning

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