arXiv:2605.07116v2 Announce Type: replace-cross Abstract: We analyze a neural semi-discrete method for high-dimensional first-order…
Category: AI
Perturbation: A simple and efficient adversarial tracer for representation learning in language models
arXiv:2603.23821v2 Announce Type: replace-cross Abstract: Linguistic representation learning in deep neural language models (LMs) has been studied for…
HISA: Efficient Hierarchical Indexing for Fine-Grained Sparse Attention
arXiv:2603.28458v4 Announce Type: replace-cross Abstract: Token-level sparse attention mechanisms, exemplified by DeepSeek Sparse Attention (DSA), achieve…
Four Generations of Quantum Biomedical Sensors
arXiv:2603.29944v3 Announce Type: replace-cross Abstract: Quantum sensing technologies offer transformative potential for ultra-sensitive biomedical…
Towards Automated Solar Panel Integrity: Hybrid Deep Feature Extraction for Advanced Surface Defect Identification
arXiv:2604.10969v2 Announce Type: replace-cross Abstract: To ensure energy efficiency and reliable operations, it is essential to monitor solar panels in…
Automated multi-class wound assessment using dedicated instance segmentation models for boundary detection and classification
arXiv:2603.27325v2 Announce Type: replace-cross Abstract: Accurate wound classification (WC) and boundary segmentation are essential for guiding clinical…
Probing for Knowledge Attribution in Large Language Models
arXiv:2602.22787v3 Announce Type: replace-cross Abstract: Large language model (LLM) hallucinations, meaning fluent but factually incorrect generations,…
Domain Elastic Transform: Bayesian Function Registration for High-Dimensional Scientific Data
arXiv:2603.21235v2 Announce Type: replace-cross Abstract: Nonrigid registration is conventionally divided into point set registration, which aligns sparse…
Output Embedding Centering for Stable LLM Pretraining
arXiv:2601.02031v3 Announce Type: replace-cross Abstract: Pretraining of large language models is not only expensive but also prone to certain training…
OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis
arXiv:2603.20278v2 Announce Type: replace-cross Abstract: Training deep research agents requires long-horizon trajectories that interleave search,…