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Research & Development
Unlocking YOLOv10s Speed on Standard Hardware
TLDR: This paper introduces a Two-Pass Adaptive Inference algorithm to significantly speed up YOLOv10s object detection on consumer-grade GPUs like the NVIDIA RTX 4060...
Research & Development
AI-Powered Tools Automate Android Penetration Testing
TLDR: A research paper explores how Large Language Models (LLMs), specifically PentestGPT, can automate Android penetration testing. The study details a system where PentestGPT...
Research & Development
Unlocking Diverse Generalizations in AI: How ACE Tackles Underspecified Data
TLDR: ACE (Algorithm for Concept Extrapolation) is a new method for deep neural networks to overcome "underspecification" caused by complete spurious correlations. It learns...
Research & Development
Optimizing Renewable Energy Choices with a Novel Fuzzy Decision Model
TLDR: This research introduces a new multi-criteria decision-making method using interval-valued Fermatean fuzzy sets and the Maximizing Deviation approach to select optimal renewable energy...
Research & Development
Instruction Agent: Automating Complex Computer Tasks with Human Guidance
TLDR: The Instruction Agent is a new GUI agent that uses single human demonstrations to automate complex computer tasks that current top agents fail....
Research & Development
Exploring Neuro-Symbolic AI Frameworks: A Deep Dive into Design and Capabilities
TLDR: This research paper provides a comprehensive characterization and comparative analysis of existing Neurosymbolic (NeSy) AI frameworks, focusing on DeepProbLog, Scallop, and DomiKnowS. It...