Weijian Luo | DeepAI

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Featured Co-authors

Zhenguo Li
107 publications
Hao Jiang
65 publications
Tianyu Wang
54 publications
Zhihua Zhang
53 publications
Shifeng Zhang
30 publications
Zhi-Ming Ma
20 publications
Tianyang Hu
18 publications
Jiacheng Sun
14 publications
Mingyang Yi
8 publications
Yimin Huang
6 publications
Boya Zhang
6 publications

∙ 09/10/2023

SA-Solver: Stochastic Adams Solver for Fast Sampling of Diffusion Models

Diffusion Probabilistic Models (DPMs) have achieved considerable success...

0 Shuchen Xue, et al. ∙

∙ 07/10/2023

Enhancing Adversarial Robustness via Score-Based Optimization

Adversarial attacks have the potential to mislead deep neural network cl...

0 Boya Zhang, et al. ∙

∙ 07/04/2023

Training Energy-Based Models with Diffusion Contrastive Divergences

Energy-Based Models (EBMs) have been widely used for generative modeling...

0 Weijian Luo, et al. ∙

∙ 06/08/2023

Entropy-based Training Methods for Scalable Neural Implicit Sampler

Efficiently sampling from un-normalized target distributions is a fundam...

0 Weijian Luo, et al. ∙

∙ 05/29/2023

Diff-Instruct: A Universal Approach for Transferring Knowledge From Pre-trained Diffusion Models

Due to the ease of training, ability to scale, and high sample quality, ...

0 Weijian Luo, et al. ∙

∙ 04/09/2023

A Comprehensive Survey on Knowledge Distillation of Diffusion Models

Diffusion Models (DMs), also referred to as score-based diffusion models...

0 Weijian Luo, et al. ∙

∙ 02/03/2023

A Lipschitz Bandits Approach for Continuous Hyperparameter Optimization

One of the most critical problems in machine learning is HyperParameter ...

0 Yasong Feng, et al. ∙

∙ 01/03/2021

Binary Outcome Copula Regression Model with Sampling Gradient Fitting

Use copula to model dependency of variable extends multivariate gaussian...

0 Weijian Luo, et al. ∙

∙ 09/22/2020

ABM: an automatic supervised feature engineering method for loss based models based on group and fused lasso

A vital problem in solving classification or regression problem is to ap...

0 Weijian Luo, et al. ∙

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