Health
1301 storiesPublic health and medicine worldwide — sourced from WHO News.
SAGE: Semantic Audio Generative Encoder
arXiv:2609.32755v3 Announce Type: replace Abstract: Audio autoencoders compress waveforms into compact latent representations that serve as the interface between raw audio and downstream models. Current systems navigate …
SweepMark: Query-Free and High-Fidelity Attacks on Robust Audio Watermarking
arXiv:2609.34003v2 Announce Type: replace Abstract: Audio watermarking embeds imperceptible signals into speech to trace misuse in text-to-speech (TTS) synthesis. Existing removal attacks may retain watermark-related art…
EHRAdapt: Adapting Pretrained Language Models to Electronic Health Records with Semantic Priors for Rare Clinical Events
arXiv:2609.34007v2 Announce Type: replace Abstract: Electronic health records (EHRs) encode clinical histories as (time, modality, code) tuples, whereas pretrained language models expect text tokens. Serializing tuples a…
AdaGuard: An Adaptive Guard Model with User-defined Policies
arXiv:2609.34241v2 Announce Type: replace Abstract: Guard models support the safe deployment of language model agents, but fixed risk taxonomies limit their ability to accommodate requirements that vary across applicatio…
CoSec: Benchmarking Agent Security in Communities
arXiv:2609.34790v4 Announce Type: replace Abstract: LLM agents operate in persistent collaborative environments involving multiple users, communities, memories, files, and tools. Community boundaries may remain fixed or …
BiMoGen: Bidirectional Motion-Text Generation via Unified Masked Discrete Diffusion
arXiv:2609.35407v2 Announce Type: replace Abstract: Text-to-motion generation and motion-to-text captioning are two fundamental tasks in human motion modeling, both grounded in the same underlying motion-text corresponde…
Tracekit: Tamper-Evident Intent-Reasoning-Action Auditing for AI Agents
arXiv:2609.35659v2 Announce Type: replace Abstract: AI agents run shell commands, edit repositories, send email and move money with their operators' credentials, yet the record of what they did is usually a log the agent…
Systematic Codes Correcting Two Deletions with Three Redundant Symbols over Large Alphabets
arXiv:2609.38259v2 Announce Type: replace Abstract: We construct systematic $q$-ary codes correcting two deletions with three redundant symbols over polynomial-size alphabets. For every information length $n\ge2$, our fi…
Interpretable but Fragile? Robustness of Concept Bottlenecks under Geometric-Semantic Perturbations
arXiv:2609.38625v3 Announce Type: replace Abstract: Concept Bottleneck Models (CBMs) are designed to provide interpretable intermediate representations, yet how such bottlenecks affect robustness remains unclear, with ex…
Alignment via Training Against Probes Without Losing Monitorability
arXiv:2609.38645v3 Announce Type: replace Abstract: Models are usually aligned based on their observed outputs, using demonstrations, preference data, or reward signals. These objectives reward responses that look aligne…
A Generalisation Signal Need Not Be a Model-Selection Signal
arXiv:2609.39099v2 Announce Type: replace Abstract: Model selection in computational biology often relies on validation data drawn from the training regime, even when deployment lies outside it. When validation no longer…
Learning to Reason with Compressed Context: Ground-Truth-Free Adaptation of OmniLLMs via Self-Distillation
arXiv:2609.39953v2 Announce Type: replace Abstract: Omni-modal large language models (OmniLLMs) enable unified audio-video understanding, but their long multimodal token sequences make deployment computationally expensiv…
A rubric landscape for evaluating clinical reasoning in large language models: what exists, what is missing, and what needs to be combined
arXiv:2610.01938v2 Announce Type: replace Abstract: Exam-style accuracy does not establish whether large language models (LLMs) reason well over clinical records. We define clinical reasoning as integrating and updating …
DiDE:Direct Injection with Color-Texture DEcoupling for 3D Stylization
arXiv:2610.02044v3 Announce Type: replace Abstract: Recent advances in rectified flow-based image-to-3D generative models have enabled high-fidelity 3D asset generation. Building on this, a growing line of work has explo…
Predictor-Guided Latent Space Codon Optimization for Maximizing Protein Expression
arXiv:2610.03098v2 Announce Type: replace Abstract: Codon optimization, the process of selecting synonymous codons to improve mRNA translation efficiency and protein expression, is central to therapeutic protein producti…
Physics is the Best Teacher: Consistency Learning for Time-Invariant Operators of Chaotic Dynamics
arXiv:2610.04108v2 Announce Type: replace Abstract: Accelerating the prediction of long-term behavior in chaotic systems is crucial in scientific computing. However, existing methods rely on numerical solvers or autoregr…
Robot Learning with Visual Predicted Force
arXiv:2610.04741v2 Announce Type: replace Abstract: Force-aware manipulation typically relies on specialized force or tactile sensors. We show that force-aware manipulation can instead be achieved through visual force pr…
Scaling Verifiable Environments for Long-horizon Work Agents
arXiv:2610.04906v4 Announce Type: replace Abstract: Work agents operate over digital artifacts to execute professional knowledge-intensive work, requiring training environments that support long-horizon interaction and t…
Long-MDR: Long-Context Reinforcement Learning for Multimodal Deep-Research Agents
arXiv:2610.05195v3 Announce Type: replace Abstract: The next generation of multimodal research agents must reason over long-lived research histories rather than short model completions. During a single task, an agent may…
RocketAgent: A Long-Horizon Engineering Agent for Multidisciplinary Design of Liquid-Rocket Thrust Chambers
arXiv:2610.06044v2 Announce Type: replace Abstract: Liquid-rocket thrust-chamber design involves interdependent analyses in which downstream constraints can require earlier design decisions to be revisited. Managing thes…