Xuxi Chen | DeepAI

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Zhangyang Wang
245 publications
Yu Cheng
139 publications
Yanzhi Wang
123 publications
Sijia Liu
112 publications
Weizhu Chen
89 publications
Yingbin Liang
84 publications
Tianlong Chen
82 publications
Mykola Pechenizkiy
71 publications
Lequan Yu
57 publications
Zhenyu Zhang
47 publications
Ning Liu
46 publications

∙ 03/03/2023

Sparsity May Cry: Let Us Fail (Current) Sparse Neural Networks Together!

Sparse Neural Networks (SNNs) have received voluminous attention predomi...

0 Shiwei Liu, et al. ∙

∙ 02/28/2023

M-L2O: Towards Generalizable Learning-to-Optimize by Test-Time Fast Self-Adaptation

Learning to Optimize (L2O) has drawn increasing attention as it often re...

0 Junjie Yang, et al. ∙

∙ 07/27/2022

Is Attention All NeRF Needs?

We present Generalizable NeRF Transformer (GNT), a pure, unified transfo...

0 Mukund Varma T, et al. ∙

∙ 07/07/2022

More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity

Transformers have quickly shined in the computer vision world since the ...

11 Shiwei Liu, et al. ∙

∙ 02/09/2022

Coarsening the Granularity: Towards Structurally Sparse Lottery Tickets

The lottery ticket hypothesis (LTH) has shown that dense models contain ...

3 Tianlong Chen, et al. ∙

∙ 02/09/2022

Learning to Bootstrap for Combating Label Noise

Deep neural networks are powerful tools for representation learning, but...

14 Yuyin Zhou, et al. ∙

∙ 10/30/2021

You are caught stealing my winning lottery ticket! Making a lottery ticket claim its ownership

Despite tremendous success in many application scenarios, the training a...

0 Xuxi Chen, et al. ∙

∙ 10/30/2021

DSEE: Dually Sparsity-embedded Efficient Tuning of Pre-trained Language Models

Gigantic pre-trained models have become central to natural language proc...

0 Xuxi Chen, et al. ∙

∙ 07/01/2021

Sanity Checks for Lottery Tickets: Does Your Winning Ticket Really Win the Jackpot?

There have been long-standing controversies and inconsistencies over the...

2 Xiaolong Ma, et al. ∙

∙ 06/06/2021

Efficient Lottery Ticket Finding: Less Data is More

The lottery ticket hypothesis (LTH) reveals the existence of winning tic...

0 Zhenyu Zhang, et al. ∙

∙ 05/31/2021

GANs Can Play Lottery Tickets Too

Deep generative adversarial networks (GANs) have gained growing populari...

0 Xuxi Chen, et al. ∙

∙ 02/12/2021

A Unified Lottery Ticket Hypothesis for Graph Neural Networks

With graphs rapidly growing in size and deeper graph neural networks (GN...

0 Tianlong Chen, et al. ∙

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