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Tree-NET: Enhancing Medical Image Segmentation Through Efficient Low-Level Feature Training arxiv.org/abs/2501.02140 .IV .CV

RainGaugeNet: CSI-Based Sub-6 GHz Rainfall Attenuation Measurement and Classification for ISAC Applications arxiv.org/abs/2501.02175 .SP

tCURLoRA: Tensor CUR Decomposition Based Low-Rank Parameter Adaptation for Medical Image Segmentation arxiv.org/abs/2501.02227 .IV .CV

Scattering Environment Aware Joint Multi-user Channel Estimation and Localization with Spatially Reused Pilots arxiv.org/abs/2501.02252 .SP

Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB arxiv.org/abs/2501.00009 .SP .AI

LoRaFlow: High-Quality Signal Reconstruction using Rectified Flow arxiv.org/abs/2501.00024 .SP

Speech Recognition With LLMs Adapted to Disordered Speech Using Reinforcement Learning arxiv.org/abs/2501.00039 .AS .CL .LG .SD

Implementing Trust in Non-Small Cell Lung Cancer Diagnosis with a Conformalized Uncertainty-Aware AI Framework in Whole-Slide Images arxiv.org/abs/2501.00053 .IV .AI .LG

Modelling and Control of Spatial Behaviours in Multi-Agent Systems with Applications to Biology and Robotics arxiv.org/abs/2501.00110 .SY .MA .RO .SY

DiCoW: Diarization-Conditioned Whisper for Target Speaker Automatic Speech Recognition arxiv.org/abs/2501.00114 .AS .SD

Tackling Cognitive Impairment Detection from Speech: A submission to the PROCESS Challenge arxiv.org/abs/2501.00145 .AS .SD

On Functional Observability of Nonlinear Systems and the Design of Functional Observers with Assignable Error Dynamics arxiv.org/abs/2501.00167 .SY .SY

Hierarchical Functionality Prioritization in Multicast ISAC: Optimal Admission Control and Discrete-Phase Beamforming arxiv.org/abs/2501.00201 .SP .IT .IT

Distributed Traffic Control in Complex Dynamic Roadblocks: A Multi-Agent Deep RL Approach arxiv.org/abs/2501.00211 .SP .ET

Multi-Agent Q-Learning for Real-Time Load Balancing User Association and Handover in Mobile Networks arxiv.org/abs/2412.19835 .SP .LG .MA .NI

SegKAN: High-Resolution Medical Image Segmentation with Long-Distance Dependencies arxiv.org/abs/2412.19990 .IV .CV

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