1 code implementation • 6 Dec 2023 • Chris Careaga, S. Mahdi H. Miangoleh, Yağız Aksoy
Despite significant advancements in network-based image harmonization techniques, there still exists a domain disparity between typical training pairs and real-world composites encountered during inference.
2 code implementations • ACM Transactions on Graphics 2023 • Chris Careaga, Yağız Aksoy
We encourage the model to learn an accurate decomposition by computing losses on the estimated shading as well as the albedo implied by the intrinsic model.
no code implementations • CVPR 2023 • Sepideh Sarajian Maralan, Chris Careaga, Yağız Aksoy
Flash is an essential tool as it often serves as the sole controllable light source in everyday photography.
no code implementations • 2 Dec 2020 • Piper Wolters, Chris Careaga, Brian Hutchinson, Lauren Phillips
In this research, we address two audio classification tasks (speaker identification and activity classification) with the Prototypical Network few-shot learning algorithm, and assess performance of various encoder architectures.
no code implementations • 14 Sep 2019 • Chris Careaga, Brian Hutchinson, Nathan Hodas, Lawrence Phillips
In this work, we address the task of few-shot video action recognition with a set of two-stream models.