arXiv Computer Vision research summaries for April 30, 2024.

Today's Research Themes (AI-Generated):

• Transition Rate Scheduling enhances Quantization-Aware Training by explicitly controlling the number of transitions of quantized weights.

• The proposed debiasing method uses spatial guidance to steer models towards learning intrinsic features, improving bias-aligned sample performance.

• DELINE8K dataset, incorporating diverse document elements, shows superior performance in semantic segmentation of historical documents.

• A novel application of Pix2Pix GANs offers accurate ground truth image creation for urban planning and autonomous vehicle training.

• Vision transformer networks enhance drone-to-drone detection with a novel coarse-to-fine detection strategy, delivering real-time capabilities.