arXiv:2608.11335v1 Announce Type: cross Abstract: Clinical text can narrow down what to segment, but recent text-guided designs emphasize spatial…
Category: AI
Clinical Feasibility of Low-Magnification Fluorescence Imaging for Breast Cancer Margin Detection Using Texture Analysis and Deep Learning
arXiv:2608.11317v1 Announce Type: cross Abstract: High-resolution images of unprocessed surgical breast tissue can be obtained using microscopy with…
Backdoor Decontamination Dynamics in LLM Agents
arXiv:2608.11295v1 Announce Type: cross Abstract: Open-weight LLM agents are vulnerable to backdoors installed during fine-tuning, which may be…
CLEAR: Class-wise Expert Aggregation with Structured Sampling for Long-Tailed Classification
arXiv:2608.11287v1 Announce Type: cross Abstract: Long-tailed classification poses a reliability challenge because models trained on imbalanced data are…
How NASA, Copernicus, and Microsoft Mapped Destruction Following Venezuela’s Earthquakes
When the earth shakes, the clock starts ticking. For first responders in urban environments following an earthquake, the first minutes and hours are…
SegPAR: Class-Centric Decision-Based Sparse Attack for Semantic Segmentation
arXiv:2608.11285v1 Announce Type: cross Abstract: Despite the practical relevance of sparse decision-based black-box threats, they have received limited…
“If AI Existed from Day One”: Cheaper Code Didn’t Make Deciding What to Build Easier
For most of the history of software, the expensive bit was building it. Teams spent months turning ideas into working code, and that scarcity shaped…
Chemically Meaningful Textualization Enables Explainable Validation of Metal-Organic Frameworks by Large Language Models
arXiv:2608.11283v1 Announce Type: cross Abstract: Computation-ready metal-organic framework (MOF) databases are essential for high-throughput screening,…
Uncertainty-Aware and Explainable Ensemble Deep Learning Framework for Multi-Class Skin Lesion Classification
arXiv:2608.11280v1 Announce Type: cross Abstract: Skin cancer diagnosis from dermoscopic images remains challenging due to high intra-class variability,…
Agent Safety Should Be a Runtime Contract
arXiv:2608.11274v1 Announce Type: cross Abstract: The dominant paradigm treats AI safety as a property to be instilled during model training via RLHF,…