Search Results for author: Aayush Prakash

Found 9 papers, 4 papers with code

Unpaired Image Translation via Vector Symbolic Architectures

1 code implementation6 Sep 2022 Justin Theiss, Jay Leverett, Daeil Kim, Aayush Prakash

Image-to-image translation has played an important role in enabling synthetic data for computer vision.

Image-to-Image Translation Translation

Controllable 3D Generative Adversarial Face Model via Disentangling Shape and Appearance

1 code implementation30 Aug 2022 Fariborz Taherkhani, Aashish Rai, Quankai Gao, Shaunak Srivastava, Xuanbai Chen, Fernando de la Torre, Steven Song, Aayush Prakash, Daeil Kim

3D face modeling has been an active area of research in computer vision and computer graphics, fueling applications ranging from facial expression transfer in virtual avatars to synthetic data generation.

3D Face Modelling Face Model +1

Self-Supervised Real-to-Sim Scene Generation

no code implementations ICCV 2021 Aayush Prakash, Shoubhik Debnath, Jean-Francois Lafleche, Eric Cameracci, Gavriel State, Stan Birchfield, Marc T. Law

Synthetic data is emerging as a promising solution to the scalability issue of supervised deep learning, especially when real data are difficult to acquire or hard to annotate.

Graph Generation Scene Generation +3

Meta-Sim: Learning to Generate Synthetic Datasets

no code implementations ICCV 2019 Amlan Kar, Aayush Prakash, Ming-Yu Liu, Eric Cameracci, Justin Yuan, Matt Rusiniak, David Acuna, Antonio Torralba, Sanja Fidler

Training models to high-end performance requires availability of large labeled datasets, which are expensive to get.

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