no code implementations • 5 Dec 2024 • Nefeli Andreou, Varsha Vivek, Ying Wang, Alex Vorobiov, Tiffany Deng, Raja Bala, Larry Davis, Betty Mohler Tesch
In particular, we use BodyMetric to benchmark the generation ability of text-to-image models to produce realistic human bodies.
no code implementations • 14 Apr 2024 • Yafei Mao, Xuelu Li, Brandon Smith, Jinjin Li, Raja Bala
Virtual try-on and product personalization have become increasingly important in modern online shopping, highlighting the need for accurate body measurement estimation.
1 code implementation • CVPR 2024 • Yuelong Li, Yafei Mao, Raja Bala, Sunil Hadap
Connecting the two stages is a novel multi-scale residual correlation (MRC) layer that captures high-and-low level correspondences between the input image and rendering from first stage.
no code implementations • 11 Oct 2022 • Nataniel Ruiz, Miriam Bellver, Timo Bolkart, Ambuj Arora, Ming C. Lin, Javier Romero, Raja Bala
Training of BMnet is performed on data from real human subjects, and augmented with a novel adversarial body simulator (ABS) that finds and synthesizes challenging body shapes.
no code implementations • ICCV 2021 • Vijay Kumar B G, Jeyasri Subramanian, Varnith Chordia, Eugene Bart, Shaobo Fang, Kelly Guan, Raja Bala
Finally, the new text is transferred from the reference to remaining frames using a novel learned image transformation network that captures lighting and blur effects in a temporally consistent manner.
no code implementations • 13 Oct 2020 • Qun Liu, Matthew Shreve, Raja Bala
Although data is abundant, data labeling is expensive.
2 code implementations • CVPR 2020 • Edo Collins, Raja Bala, Bob Price, Sabine Süsstrunk
Focusing on StyleGAN, we introduce a simple and effective method for making local, semantically-aware edits to a target output image.
no code implementations • 19 Aug 2017 • Kumar Sricharan, Raja Bala, Matthew Shreve, Hui Ding, Kumar Saketh, Jin Sun
We introduce a new model for building conditional generative models in a semi-supervised setting to conditionally generate data given attributes by adapting the GAN framework.