arXiv Artificial IntelligenceHISA: Efficient Hierarchical Indexing for Fine-Grained Sparse Attention
arXiv:2603.28458v4 Announce Type: replace-cross Abstract: Token-level sparse attention mechanisms…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceAutomated 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…
arXiv Artificial IntelligencePerturbation: 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…
arXiv Artificial IntelligenceDomain Elastic Transform: Bayesian Function Registration for High-Dimensional Scientific Data
arXiv:2603.21235v2 Announce Type: replace-cross Abstract: Nonrigid registration is conventionally divided…
arXiv Artificial IntelligenceOpenResearcher: 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…
arXiv Artificial IntelligenceProbing for Knowledge Attribution in Large Language Models
arXiv:2602.22787v3 Announce Type: replace-cross Abstract: Large language model (LLM) hallucinations, meaning…
arXiv Artificial IntelligenceOutput Embedding Centering for Stable LLM Pretraining
arXiv:2601.02031v3 Announce Type: replace-cross Abstract: Pretraining of large language models is not only…
arXiv Artificial IntelligenceDCO: Dynamic Cache Orchestration for LLM Accelerators through Predictive Management
arXiv:2512.07312v2 Announce Type: replace-cross Abstract: The rapid adoption of large language models (LLMs)…
arXiv Artificial IntelligenceOn the Societal Impact of Machine Learning
arXiv:2510.23693v2 Announce Type: replace-cross Abstract: This PhD thesis investigates the societal impact of…
arXiv Artificial IntelligenceFederated Learning for Surgical Vision in Appendicitis Classification: Results of the FedSurg EndoVis 2024 Challenge
arXiv:2510.04772v3 Announce Type: replace-cross Abstract: Developing generalizable surgical AI requires…
arXiv Artificial IntelligenceCHRONOBERG: Capturing Language Evolution and Temporal Awareness in Foundation Models
arXiv:2509.22360v2 Announce Type: replace-cross Abstract: Large language models (LLMs) excel at operating at…
arXiv Artificial IntelligenceEvidence for Limited Metacognition in LLMs
arXiv:2509.21545v3 Announce Type: replace-cross Abstract: The possibility of LLM self-awareness and even…
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