arXiv Artificial IntelligenceThe Impact of CutMix on Reliability and Robustness in Semantic Segmentation
arXiv:2608.18715v1 Announce Type: cross Abstract: Ensuring not only high accuracy but also reliable and…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceA Critical Synthesis of Uncertainty Quantification and Foundation Models for Semantic Segmentation
arXiv:2608.18709v1 Announce Type: cross Abstract: Foundation models are increasingly breaking what seemed to…
arXiv Artificial IntelligenceMemFuse: Multi-Source Memory Fusion from Fragmented Observations
arXiv:2608.18704v1 Announce Type: cross Abstract: Long-term memory is essential for agents that operate…
arXiv Artificial IntelligenceImpact of Iterative Fine-Tuning on Transcription Accuracy in Complex Historical Sanskrit Manuscripts
arXiv:2608.18696v1 Announce Type: cross Abstract: Digitizing the text from handwritten historical manuscripts…
arXiv Artificial IntelligenceComposed Historical Image Retrieval by Modeling Temporal Representations
arXiv:2608.18694v1 Announce Type: cross Abstract: While time evolves linearly, the geometry of neural…
arXiv Artificial IntelligenceEurope's Climate Ambition Under Scrutiny: Evidence from Deep Learning Emission Projections
arXiv:2608.18690v1 Announce Type: cross Abstract: The European Union has committed to reducing greenhouse gas…
arXiv Artificial IntelligenceOrienteering Problem with Uncertain Time-Varying Rewards: Framework and Benchmark for Everyday Service Robotics
arXiv:2608.18672v1 Announce Type: cross Abstract: We present the orienteering problem with uncertain…
arXiv Artificial IntelligenceChange Point--Aware Evaluation and Re-Calibration of PPG-Based Blood Pressure Estimation
arXiv:2608.18639v1 Announce Type: cross Abstract: Non-invasive continuous blood pressure (BP) monitoring…
arXiv Artificial IntelligenceDenoising-Aware Inversion: Revealing Privacy Risks in Noise-Protected Text Embeddings
arXiv:2608.18610v1 Announce Type: cross Abstract: Dense text embeddings are widely used in data mining…
arXiv Artificial IntelligenceOmniHandwritingOCR: A Diagnostic Benchmark for Evaluating Multimodal LLMs in Handwritten OCR Scenarios
arXiv:2608.18586v1 Announce Type: cross Abstract: Multimodal large language models (MLLMs) are increasingly…
arXiv Artificial IntelligenceFrom Storage to Access: Verifiable Activation of Parametric Knowledge in LLMs via Explicit Priming and Implicit Reasoning
arXiv:2608.18581v1 Announce Type: cross Abstract: Although Large Language Models (LLMs) encode rich factual…
arXiv Artificial IntelligenceMR-IQA-2: Faithful Image Quality Reflection via Fine-Grained Credit Assignment
arXiv:2608.18579v1 Announce Type: cross Abstract: Multimodal large language models (MLLMs) have shown strong…
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