Yongqiang Tian

How to understand the result given by discriminator?

1

Hi, I want to use the discriminator alone. Following is my code: ```python import torch from BigGAN import Discriminator import utils from utils import Distribution def load(): path ='pre-trained/138k/' d_state_dict...

fix the D_ch in scripts

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The G_ch appears twice. I believe one of them should be D_ch

NPC: Neuron Path Coverage via Characterizing Decision Logic of Deep Neural Networks Lei Ma NeurIPS-21 Are My Deep Learning Systems Fair? An Empirical Study of Fixed-Seed Training. Shangshu Qian, Hung...

Automatic RNN Repair via Model-based Analysis Xiaofei Xie · Wenbo Guo · Lei Ma · Wei Le · Jian Wang · Lingjun Zhou · Yang Liu · Xinyu Xing Fine-tuning...

Exposing Numerical Bugs in Deep Learning via Gradient Back-propagation Ming Yan, Junjie Chen, Xiangyu Zhang, Lin Tan, Gan Wang, Zan Wang

ICSE 2021 have not been updated

3

https://conf.researchr.org/track/icse-2021/icse-2021-papers#event-overview

issta 21

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Exposing Previously Undetectable Faults in Deep Neural Networks Isaac Dunn, Hadrien Pouget, Daniel Kroening, Tom Melham DeepCrime: Mutation Testing of Deep Learning Systems based on Real Faults Nargiz Humbatova, Gunel...

the link of quick start is invalid. ## Motivation fix the issue of invalid link in readme. ## Modifications Update a link in README.md ## Checklist - [x] Format your...

transform: Remove URL if DOI exists

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Hi, I am trying to solve this issue #440. I am not sure whether my revision is correct not not. Please let me know if you have any suggestions