no code implementations • 9 Apr 2024 • Shijie Rao, Kaiyu Cui, Yidong Huang, Jiawei Yang, YaLi Li, Shengjin Wang, Xue Feng, Fang Liu, Wei zhang
The inverse design methods proposed for these subwavelength structures are vital to the development of new photonic devices.
1 code implementation • 7 Dec 2023 • Sihan Xu, Yidong Huang, Jiayi Pan, Ziqiao Ma, Joyce Chai
We show that when the initial sample is known, a special variance schedule reduces the denoising step to the same form as the multi-step consistency sampling.
Ranked #1 on Text-based Image Editing on PIE-Bench
1 code implementation • NeurIPS 2023 • Sihan Xu, Ziqiao Ma, Yidong Huang, Honglak Lee, Joyce Chai
Our empirical studies show that Cyclenet is superior in translation consistency and quality, and can generate high-quality images for out-of-domain distributions with a simple change of the textual prompt.
no code implementations • 10 Sep 2023 • Qiuyu Xu, Yidong Huang, Shengli Wu, Adrian Moore
Linear combination is a potent data fusion method in information retrieval tasks, thanks to its ability to adjust weights for diverse scenarios.
no code implementations • 16 Jan 2023 • Jiawei Yang, Kaiyu Cui, Yidong Huang, Wei zhang, Xue Feng, Fang Liu
Spectral imaging extends the concept of traditional color cameras to capture images across multiple spectral channels and has broad application prospects.
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.
1 code implementation • 19 Dec 2021 • Zihao Wei, Yidong Huang, Yuang Chen, Chenhao Zheng, Jinnan Gao
In this paper, we present A-ESRGAN, a GAN model for blind SR tasks featuring an attention U-Net based, multi-scale discriminator that can be seamlessly integrated with other generators.