arXiv Computer Vision research summaries for May 04, 2024.

Today's Research Themes (AI-Generated):

• Advancements in agriculture robotics leverage few-shot learning and transfer learning for precise fruit segmentation.

• Neural networks guided by human ventral visual stream representations can improve robustness against adversarial attacks.

• ActiveNeuS improves active 3D reconstruction by considering dual uncertainties for informative view selection.

• The ViTALS model uses hierarchical convolutions and attention for surgical action localization in nephrectomy procedures.

• Stationary representations advance compatibility in model updates, aiding in seamless search and retrieval without reprocessing data.