no code implementations • 28 Mar 2024 • Tuna Han Salih Meral, Enis Simsar, Federico Tombari, Pinar Yanardag
Low-Rank Adaptations (LoRAs) have emerged as a powerful and popular technique in the field of image generation, offering a highly effective way to adapt and refine pre-trained deep learning models for specific tasks without the need for comprehensive retraining.
no code implementations • 13 Feb 2024 • Ufuk Can Bicici, Tuna Han Salih Meral, Lale Akarun
Conditional computing processes an input using only part of the neural network's computational units.
no code implementations • 11 Dec 2023 • Tuna Han Salih Meral, Enis Simsar, Federico Tombari, Pinar Yanardag
Images produced by text-to-image diffusion models might not always faithfully represent the semantic intent of the provided text prompt, where the model might overlook or entirely fail to produce certain objects.