Zixuan Liu | DeepAI

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Featured Co-authors

Xi Chen
293 publications
Xin Zhang
158 publications
Wei Yang
121 publications
Junzhou Huang
106 publications
Liang Chen
97 publications
Liu Liu
87 publications
Peilin Zhao
77 publications
Sheng Wang
69 publications
Dimitris Samaras
63 publications
Christopher Pal
63 publications
Xue Liu
61 publications

∙ 09/20/2023

Parallel-mentoring for Offline Model-based Optimization

We study offline model-based optimization to maximize a black-box object...

0 Can Chen, et al. ∙

∙ 09/14/2023

MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning

Starting from the resurgence of deep learning, vision-language models (V...

0 Haozhe Zhao, et al. ∙

∙ 08/21/2023

Differentiable Frank-Wolfe Optimization Layer

Differentiable optimization has received a significant amount of attenti...

0 Zixuan Liu, et al. ∙

∙ 03/02/2023

Over-training with Mixup May Hurt Generalization

Mixup, which creates synthetic training instances by linearly interpolat...

0 Zixuan Liu, et al. ∙

∙ 07/24/2022

Gradient-based Bi-level Optimization for Deep Learning: A Survey

Bi-level optimization, especially the gradient-based category, has been ...

2 Can Chen, et al. ∙

∙ 07/11/2022

Brain-Aware Replacements for Supervised Contrastive Learning

We propose a novel framework for Alzheimer's disease (AD) detection usin...

0 Mehmet Saygin Seyfioglu, et al. ∙

∙ 11/23/2021

CoDiM: Learning with Noisy Labels via Contrastive Semi-Supervised Learning

Labels are costly and sometimes unreliable. Noisy label learning, semi-s...

0 Xin Zhang, et al. ∙

∙ 04/20/2021

GraghVQA: Language-Guided Graph Neural Networks for Graph-based Visual Question Answering

Images are more than a collection of objects or attributes – they repres...

0 Weixin Liang, et al. ∙

∙ 01/02/2020

DAWSON: A Domain Adaptive Few Shot Generation Framework

Training a Generative Adversarial Networks (GAN) for a new domain from s...

21 Weixin Liang, et al. ∙

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