1 code implementation • 10 Aug 2023 • Zixuan Pan, Jianxu Chen, Yiyu Shi
Denoising diffusion probabilistic models have recently demonstrated state-of-the-art generative performance and have been used as strong pixel-level representation learners.
Ranked #1 on Medical Image Segmentation on MoNuSeg
1 code implementation • 23 Apr 2022 • Zixuan Pan, Zihao Wei, Yidong Huang, Aditya Gupta
The aim of this paper is to demonstrate the efficacy of using Contrastive Random Walk as a curiosity method to achieve faster convergence to the optimal policy. Contrastive Random Walk defines the transition matrix of a random walk with the help of neural networks.