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2005.03566
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Noisy Differentiable Architecture Search
7 May 2020
Xiangxiang Chu
Bo Zhang
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Papers citing
"Noisy Differentiable Architecture Search"
22 / 22 papers shown
FX-DARTS: Designing Topology-unconstrained Architectures with Differentiable Architecture Search and Entropy-based Super-network Shrinking
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2025
Xuan Rao
Bo Zhao
Derong Liu
Cesare Alippi
576
1
0
25 Apr 2025
Path-Adaptive Matting for Efficient Inference Under Various Computational Cost Constraints
AAAI Conference on Artificial Intelligence (AAAI), 2025
Qinglin Liu
Shunyuan Zheng
Xiaoqian Lv
Xin Sun
Ru Li
Shengping Zhang
268
0
0
05 Mar 2025
A Pairwise Comparison Relation-assisted Multi-objective Evolutionary Neural Architecture Search Method with Multi-population Mechanism
Yu Xue
Chenchen Zhu
Chenchen Zhu
MengChu Zhou
Mohamed Wahib
Moncef Gabbouj
332
7
0
22 Jul 2024
Efficient Architecture Search via Bi-level Data Pruning
Chongjun Tu
Peng Ye
Weihao Lin
Hancheng Ye
Chong Yu
Tao Chen
Baopu Li
Wanli Ouyang
325
5
0
21 Dec 2023
Efficient Automation of Neural Network Design: A Survey on Differentiable Neural Architecture Search
ACM Computing Surveys (ACM Comput. Surv.), 2023
Alexandre Heuillet
A. Nasser
Hichem Arioui
Hedi Tabia
AI4CE
377
31
0
11 Apr 2023
Towards energy-efficient Deep Learning: An overview of energy-efficient approaches along the Deep Learning Lifecycle
Vanessa Mehlin
Sigurd Schacht
Carsten Lanquillon
HAI
MedIm
285
28
0
05 Feb 2023
β
β
β
-DARTS++: Bi-level Regularization for Proxy-robust Differentiable Architecture Search
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Peng Ye
Tong He
Baopu Li
Tao Chen
Mengwei He
Wanli Ouyang
OOD
262
9
0
16 Jan 2023
CR-LSO: Convex Neural Architecture Optimization in the Latent Space of Graph Variational Autoencoder with Input Convex Neural Networks
Xuan Rao
Bo Zhao
Xiaosong Yi
358
5
0
11 Nov 2022
On Redundancy and Diversity in Cell-based Neural Architecture Search
International Conference on Learning Representations (ICLR), 2022
Xingchen Wan
Binxin Ru
Pedro M. Esperancca
Zhenguo Li
303
25
0
16 Mar 2022
Learning from Mistakes based on Class Weighting with Application to Neural Architecture Search
Jay P. Gala
P. Xie
396
1
0
01 Dec 2021
KNAS: Green Neural Architecture Search
International Conference on Machine Learning (ICML), 2021
Jingjing Xu
Bo Pan
Junyang Lin
Rundong Gao
Xu Sun
Hongxia Yang
227
70
0
26 Nov 2021
Learning from Mistakes -- A Framework for Neural Architecture Search
AAAI Conference on Artificial Intelligence (AAAI), 2021
Bhanu Garg
Li Zhang
Pradyumna Sridhara
Ramtin Hosseini
Eric P. Xing
P. Xie
236
10
0
11 Nov 2021
Encoder-Decoder Neural Architecture Optimization for Keyword Spotting
Tong Mo
Bang Liu
461
7
0
04 Jun 2021
Reconsidering CO2 emissions from Computer Vision
André Fu
Mahdi S. Hosseini
Konstantinos N. Plataniotis
197
15
0
18 Apr 2021
Unchain the Search Space with Hierarchical Differentiable Architecture Search
AAAI Conference on Artificial Intelligence (AAAI), 2021
Guanting Liu
Yujie Zhong
Sheng Guo
Matthew R. Scott
Weilin Huang
AI4CE
266
3
0
11 Jan 2021
Skillearn: Machine Learning Inspired by Humans' Learning Skills
P. Xie
Xuefeng Du
Hao Ban
220
7
0
09 Dec 2020
Inter-layer Transition in Neural Architecture Search
Pattern Recognition (Pattern Recognit.), 2020
Benteng Ma
Jing Zhang
Yong-quan Xia
Dacheng Tao
264
5
0
30 Nov 2020
Deep Neural Networks with Short Circuits for Improved Gradient Learning
Ming Yan
Xueli Xiao
Qiufeng Wang
Yi Pan
367
0
0
23 Sep 2020
AutoKWS: Keyword Spotting with Differentiable Architecture Search
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Bo Zhang
WenFeng Li
Qingyuan Li
Weiji Zhuang
Xiangxiang Chu
Yujun Wang
226
26
0
08 Sep 2020
Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap
Lingxi Xie
Xin Chen
Kaifeng Bi
Longhui Wei
Yuhui Xu
...
Lanfei Wang
Anxiang Xiao
Jianlong Chang
Xiaopeng Zhang
Qi Tian
ViT
482
122
0
04 Aug 2020
VINNAS: Variational Inference-based Neural Network Architecture Search
Martin Ferianc
Hongxiang Fan
Miguel R. D. Rodrigues
3DPC
516
7
0
12 Jul 2020
On Noise Injection in Generative Adversarial Networks
International Conference on Machine Learning (ICML), 2020
Ruili Feng
Deli Zhao
Zhengjun Zha
GAN
390
40
0
10 Jun 2020
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