1 code implementation • 1 Mar 2024 • Pradyumna Reddy, Ismail Elezi, Jiankang Deng
We introduce a novel 3D generative method, Generative 3D Reconstruction (G3DR) in ImageNet, capable of generating diverse and high-quality 3D objects from single images, addressing the limitations of existing methods.
no code implementations • 8 Feb 2024 • Wamiq Reyaz Para, Abdelrahman Eldesokey, Zhenyu Li, Pradyumna Reddy, Jiankang Deng, Peter Wonka
To the best of our knowledge, our approach is the first to introduce multi-modal conditioning to 3D avatar generation and editing.
no code implementations • 9 May 2023 • Pradyumna Reddy, Scott Wisdom, Klaus Greff, John R. Hershey, Thomas Kipf
We discuss the results and limitations of our approach in detail, and further outline potential ways to overcome the limitations and directions for future work.
no code implementations • 25 Oct 2022 • Pradyumna Reddy, Paul Guerrero, Niloy J. Mitra
Finding an unsupervised decomposition of an image into individual objects is a key step to leverage compositionality and to perform symbolic reasoning.
1 code implementation • NeurIPS 2021 • Pradyumna Reddy, Zhifei Zhang, Matthew Fisher, Hailin Jin, Zhaowen Wang, Niloy J. Mitra
Fonts are ubiquitous across documents and come in a variety of styles.
1 code implementation • CVPR 2021 • Pradyumna Reddy, Michael Gharbi, Michal Lukac, Niloy J. Mitra
The current alternative is to use specialized models that require explicit supervision on the vector graphics representation at training time.
1 code implementation • 17 Oct 2020 • Pradyumna Reddy, Paul Guerrero, Matt Fisher, Wilmot Li, Miloy J. Mitra
Patterns, which are collections of elements arranged in regular or near-regular arrangements, are an important graphic art form and widely used due to their elegant simplicity and aesthetic appeal.
no code implementations • 28 Oct 2017 • Moos Hueting, Pradyumna Reddy, Vladimir Kim, Ersin Yumer, Nathan Carr, Niloy Mitra
Discovering 3D arrangements of objects from single indoor images is important given its many applications including interior design, content creation, etc.