Abstract: Remote sensing images semantic segmentation is typically challenging due to the complexity of land cover information. Existing convolutional neural network (CNN)-based models lack the ...
CLIP is one of the most important multimodal foundational models today. What powers CLIP’s capabilities? The rich supervision signals provided by natural language, the carrier of human knowledge, ...
The architecture integrates Multimodal Prompts combining text, image, and learnable embeddings, as shown in the above figure. Each template provides visual and textual features, further enhanced by a ...
Figure 1: Multi-token in, Multi-token out Training and Inference. Note: Please prepare data before training. Data preparation details are in the file vila_u/data ...
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