Deep learning aging marker from retinal images unveils sex-specific clinical and genetic signatures
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Reinforcing the World’s Edge: A Continual Learning Problem in the Multi-Agent-World Boundary
arXiv:2603.06813v2 Announce Type: replace Abstract: In a stationary decentralized Markov game, learning peers generate an episode-indexed sequence of induced MDPs…
E2LLM: Towards Efficient LLM Serving in Heterogeneous Edge/Fog Environments
arXiv:2606.03770v3 Announce Type: replace-cross Abstract: Large Language Models (LLMs) have become integral to modern applications, yet their deployment remains challenging.…
DPRM: A Plug-in Doob h transform-induced Token-Ordering Module for Discrete Diffusion Models
arXiv:2604.24357v3 Announce Type: replace-cross Abstract: Discrete diffusion models admit many token orders, yet most systems rely on confidence-based decoding. Confidence…
Atom Learning Model (ALM): how a real classroom got tokenised
arXiv:2608.21106v2 Announce Type: replace-cross Abstract: The Atom Learning Model (ALM) tokenises a school curriculum. Two secondary mathematics textbooks were read…
AI-based worker guidance in assembly and disassembly operations using multimodal ego/exo-centric data capture and structured task knowledge
arXiv:2608.22617v1 Announce Type: cross Abstract: Assembly and disassembly processes rely on expert knowledge that is difficult to document, reuse, and…
Telco-GAIA: Bilingual Benchmark for Agents in Telecom Domain
arXiv:2607.20510v2 Announce Type: replace Abstract: We introduce Telco-GAIA, a bilingual, multi-modal benchmark for evaluating tool-using agents on the data of…
Task-CoEvolve: Efficient Harness Optimization via Adaptive Validation Task Selection
arXiv:2608.20169v2 Announce Type: replace-cross Abstract: We present a novel approach to efficient LLM harness optimization through adaptive validation task selection.…
SDoH-Aware Narrative Anchoring Bias in Medical LLMs for Trustworthy Clinical Decision Support
arXiv:2608.22802v1 Announce Type: cross Abstract: Medical large language models are often judged by how many clinical questions they answer correctly.…
Shaping the Evolutionary Dynamics of Robot Morphology via Adaptive Control Learning
arXiv:2608.23100v1 Announce Type: cross Abstract: Robot co-design via bi-level optimization couples within-lifetime controller learning for fitness evaluation with cross-generational morphological…