81 citations · 83 across the 3 of their papers we have counts for
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Understanding Visual Concepts Across Models
Brandon Trabucco, Max Gurinas, Kyle Doherty +1
Large multimodal models such as Stable Diffusion can generate, detect, and classify new visual concepts after fine-tuning just a single word embedding. Do models learn similar word…
Leafy Spurge Dataset: Real-world Weed Classification Within Aerial Drone Imagery
Kyle Doherty, Max Gurinas, Erik Samsoe +5
Invasive plant species are detrimental to the ecology of both agricultural and wildland areas. Euphorbia esula, or leafy spurge, is one such plant that has spread through much of N…
Effective Data Augmentation With Diffusion Models
Brandon Trabucco, Kyle Doherty, Max Gurinas +1
Data augmentation is one of the most prevalent tools in deep learning, underpinning many recent advances, including those from classification, generative models, and representation…