Search Results for author: Alvin C. Goh

Found 2 papers, 2 papers with code

RT-GAN: Recurrent Temporal GAN for Adding Lightweight Temporal Consistency to Frame-Based Domain Translation Approaches

1 code implementation2 Oct 2023 Shawn Mathew, Saad Nadeem, Alvin C. Goh, Arie Kaufman

In this paper, we present a lightweight solution with a tunable temporal parameter, RT-GAN (Recurrent Temporal GAN), for adding temporal consistency to individual frame-based approaches that reduces training requirements by a factor of 5.

Video Generation

Stain-invariant self supervised learning for histopathology image analysis

1 code implementation14 Nov 2022 Alexandre Tiard, Alex Wong, David Joon Ho, Yangchao Wu, Eliram Nof, Alvin C. Goh, Stefano Soatto, Saad Nadeem

Our method achieves the state-of-the-art performance on several publicly available breast cancer datasets ranging from tumor classification (CAMELYON17) and subtyping (BRACS) to HER2 status classification and treatment response prediction.

Classification Self-Supervised Learning

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