Search Results for author: Yihong Luo

Found 4 papers, 4 papers with code

You Only Sample Once: Taming One-Step Text-To-Image Synthesis by Self-Cooperative Diffusion GANs

1 code implementation19 Mar 2024 Yihong Luo, Xiaolong Chen, Jing Tang

We introduce YOSO, a novel generative model designed for rapid, scalable, and high-fidelity one-step image synthesis.

Denoising Image Generation

Energy-Calibrated VAE with Test Time Free Lunch

1 code implementation7 Nov 2023 Yihong Luo, Siya Qiu, Xingjian Tao, Yujun Cai, Jing Tang

To address these issues, we introduce a conditional EBM for calibrating the generative direction of VAE during training, without requiring it for the generation at test time.

Image Generation Image Restoration

LSGNN: Towards General Graph Neural Network in Node Classification by Local Similarity

1 code implementation7 May 2023 Yuhan Chen, Yihong Luo, Jing Tang, Liang Yang, Siya Qiu, Chuan Wang, Xiaochun Cao

Motivated by it, we propose to use the local similarity (LocalSim) to learn node-level weighted fusion, which can also serve as a plug-and-play module.

Node Classification

TO-FLOW: Efficient Continuous Normalizing Flows with Temporal Optimization adjoint with Moving Speed

1 code implementation CVPR 2022 Shian Du, Yihong Luo, Wei Chen, Jian Xu, Delu Zeng

In this paper, a temporal optimization is proposed by optimizing the evolutionary time for forward propagation of the neural ODE training.

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