AI
The Impact of CutMix on Reliability and Robustness in Semantic Segmentation
Researchers have investigated the impact of CutMix on semantic segmentation models' reliability and ...
AI
Budget-First Tariff Recommendation (BFTR): A Complete Algorithmic Framework for Telecom Plan Recommendation without Overcharging
A new algorithmic framework called Budget-First Tariff Recommendation (BFTR) aims to help telecom op...
AI
A Few Cases Are All You Need: An Empirical Study of Annotation-Efficient LoRA Fine-Tuning of MedSAM3
Researchers have developed a method to fine-tune the MedSAM3 medical image segmentation model using ...
AI
Flama: a Python framework for development and deployment of production-ready APIs, machine learning, and LLM services
Flama is an open-source Python framework for developing and deploying production-ready web APIs, mac...
AI
Epistemic Subordination: Generative AI and the Infrastructure of Knowledge
The authors argue that generative AI systems not only produce biased outputs but...
AI
Beyond Predictive Fairness: Quantifying Attribution Consistency Across Demographic Groups in Diabetic Retinopathy Screening
Researchers have introduced a new metric to evaluate the fairness of medical ima...
AI
SIDScope: A Diagnostic Resource for Semantic-ID Interfaces in Generative Recommendation
SIDScope is a diagnostic tool for evaluating the quality of semantic-ID interfac...
AI
Decomposing Wrong-Consensus Agreement in LLM Self-Consistency: A GPT-4.1 Case Study
Researchers have studied the performance of majority voting in Large Language Mo...