One Filters All: A Generalist Filter for State Estimation
arXiv:2509.20051v1 Announce Type: cross Abstract: Estimating hidden states in dynamical systems, also known as optimal filtering, is a long-standing problem…
Projective Kolmogorov Arnold Neural Networks (P-KANs): Entropy-Driven Functional Space Discovery for Interpretable Machine Learning
arXiv:2509.20049v1 Announce Type: cross Abstract: Kolmogorov-Arnold Networks (KANs) relocate learnable nonlinearities from nodes to edges, demonstrating remarkable capabilities in scientific…
Citrus-V: Advancing Medical Foundation Models with Unified Medical Image Grounding for Clinical Reasoning
arXiv:2509.19090v2 Announce Type: replace-cross Abstract: Medical imaging provides critical evidence for clinical diagnosis, treatment planning, and surgical decisions, yet most…
Identifying Critical Pathways in Coronary Heart Disease via Fuzzy Subgraph Connectivity
arXiv:2509.16288v1 Announce Type: new Abstract: Coronary heart disease (CHD) arises from complex interactions among uncontrollable factors, controllable lifestyle factors, and…
Compose Yourself: Average-Velocity Flow Matching for One-Step Speech Enhancement
arXiv:2509.15952v2 Announce Type: replace-cross Abstract: Diffusion and flow matching (FM) models have achieved remarkable progress in speech enhancement (SE), yet…
Confidence-gated training for efficient early-exit neural networks
arXiv:2509.17885v1 Announce Type: cross Abstract: Early-exit neural networks reduce inference cost by enabling confident predictions at intermediate layers. However, joint…
How Persuasive is Your Context?
arXiv:2509.17879v1 Announce Type: cross Abstract: Two central capabilities of language models (LMs) are: (i) drawing on prior knowledge about entities,…
BTL-UI: Blink-Think-Link Reasoning Model for GUI Agent
arXiv:2509.15566v2 Announce Type: replace-cross Abstract: In the field of AI-driven human-GUI interaction automation, while rapid advances in multimodal large language…
MICA: Multi-Agent Industrial Coordination Assistant
arXiv:2509.15237v1 Announce Type: new Abstract: Industrial workflows demand adaptive and trustworthy assistance that can operate under limited computing, connectivity, and…
Watermarking and Anomaly Detection in Machine Learning Models for LORA RF Fingerprinting
arXiv:2509.15170v2 Announce Type: replace-cross Abstract: Radio frequency fingerprint identification (RFFI) distinguishes wireless devices by the small variations in their analog…