Abstract: Segmentation models exhibit significant vulnerability to adversarial examples in white-box settings, but existing adversarial attack methods often show poor transferability across different ...
DeepSeek V4 ships native multimodal input with lower latency, plus support for Blackwell SM100 and FP4 compute scaling.
Most segmentation models are trained on urban datasets (Cityscapes, ADE20K) and fail catastrophically in desert terrain — where there are no lane markings, few rigid objects, and extreme texture ...
This project implements a complete deep learning pipeline for counting cells in microscopy images using semantic segmentation. Given fluorescence microscopy images, the model predicts a binary ...
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