arXiv Computer Vision research summaries for March 16, 2024.

Today's Research Themes (AI-Generated):

• Unsupervised MS-UGCML offers robust performance improvements in general object retrieval.

• Gen-AF enhances the robustness of fine-tuned downstream models against adversarial examples.

• DarkGS employs Neural Light Simulators for realistic 3D scene reconstruction under poor illumination.

• MicroDiffusion combines Implicit Neural Representation and Denoising Diffusion Probabilistic Models for 3D reconstruction from 2D microscopy projections.

• Active Label Correction framework improves active semantic segmentation using foundation models and crowdsourced datasets.