81 citations · 90 across the 6 of their papers we have counts for
3 papers · 1 filter
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…
Stylus: Automatic Adapter Selection for Diffusion Models
Michael Luo, Justin Wong, Brandon Trabucco +5
Beyond scaling base models with more data or parameters, fine-tuned adapters provide an alternative way to generate high fidelity, custom images at reduced costs. As such, adapters…