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2012.06122
Cited By
DSRNA: Differentiable Search of Robust Neural Architectures
Computer Vision and Pattern Recognition (CVPR), 2020
11 December 2020
Ramtin Hosseini
Xingyi Yang
P. Xie
OOD
AAML
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Papers citing
"DSRNA: Differentiable Search of Robust Neural Architectures"
28 / 28 papers shown
ProARD: progressive adversarial robustness distillation: provide wide range of robust students
Seyedhamidreza Mousavi
Seyedali Mousavi
Masoud Daneshtalab
AAML
310
0
0
09 Jun 2025
Provably Safeguarding a Classifier from OOD and Adversarial Samples: an Extreme Value Theory Approach
International Conference on Learning Representations (ICLR), 2025
Nicolas Atienza
Christophe Labreuche
Johanne Cohen
Michele Sebag
OODD
AAML
933
1
0
20 Jan 2025
Vision Transformer Neural Architecture Search for Out-of-Distribution Generalization: Benchmark and Insights
Neural Information Processing Systems (NeurIPS), 2025
Sy-Tuyen Ho
Tuan Van Vo
Somayeh Ebrahimkhani
Ngai-Man Cheung
342
1
0
08 Jan 2025
Large Language Model Assisted Adversarial Robustness Neural Architecture Search
Rui Zhong
Yang Cao
Jun Yu
M. Munetomo
272
8
0
08 Jun 2024
Towards Accurate and Robust Architectures via Neural Architecture Search
Computer Vision and Pattern Recognition (CVPR), 2024
Yuwei Ou
Yuqi Feng
Yanan Sun
AAML
305
12
0
09 May 2024
Robust NAS under adversarial training: benchmark, theory, and beyond
Yongtao Wu
Fanghui Liu
Carl-Johann Simon-Gabriel
Grigorios G. Chrysos
Volkan Cevher
AAML
OOD
376
10
0
19 Mar 2024
Efficient Multiplayer Battle Game Optimizer for Adversarial Robust Neural Architecture Search
Rui Zhong
Yuefeng Xu
Chao Zhang
Jun Yu
245
1
0
15 Mar 2024
Downstream Task Guided Masking Learning in Masked Autoencoders Using Multi-Level Optimization
Han Guo
Ramtin Hosseini
Ruiyi Zhang
Sai Ashish Somayajula
Ranak Roy Chowdhury
Rajesh K. Gupta
Pengtao Xie
376
0
0
28 Feb 2024
Defenses in Adversarial Machine Learning: A Survey
Baoyuan Wu
Shaokui Wei
Mingli Zhu
Meixi Zheng
Zihao Zhu
Ruotong Wang
Hongrui Chen
Danni Yuan
Li Liu
Qingshan Liu
AAML
355
28
0
13 Dec 2023
An Evaluation of Zero-Cost Proxies -- from Neural Architecture Performance to Model Robustness
Jovita Lukasik
Michael Moeller
Margret Keuper
247
6
0
18 Jul 2023
Neural Architecture Design and Robustness: A Dataset
International Conference on Learning Representations (ICLR), 2023
Steffen Jung
Jovita Lukasik
Margret Keuper
OOD
AAML
222
24
0
11 Jun 2023
GeNAS: Neural Architecture Search with Better Generalization
International Joint Conference on Artificial Intelligence (IJCAI), 2023
Joonhyun Jeong
Joonsang Yu
Geondo Park
Dongyoon Han
Y. Yoo
242
4
0
15 May 2023
Efficient Search of Comprehensively Robust Neural Architectures via Multi-fidelity Evaluation
Pattern Recognition (Pattern Recogn.), 2023
Jialiang Sun
Wen Yao
Tingsong Jiang
Xiaoqian Chen
AAML
209
12
0
12 May 2023
Adversarially Robust Neural Architecture Search for Graph Neural Networks
Computer Vision and Pattern Recognition (CVPR), 2023
Beini Xie
Heng Chang
Ziwei Zhang
Xin Eric Wang
Daixin Wang
Qing Cui
Rex Ying
Wenwu Zhu
AAML
243
20
0
09 Apr 2023
Learning by Grouping: A Multilevel Optimization Framework for Improving Fairness in Classification without Losing Accuracy
Ramtin Hosseini
Li Zhang
Bhanu Garg
P. Xie
FaML
241
0
0
02 Apr 2023
RobArch: Designing Robust Architectures against Adversarial Attacks
Sheng-Hsuan Peng
Weilin Xu
Cory Cornelius
Kevin Wenliang Li
Rahul Duggal
Duen Horng Chau
Jason Martin
AAML
254
8
0
08 Jan 2023
Differentiable Search of Accurate and Robust Architectures
Yuwei Ou
Xiangning Xie
Shan Gao
Yanan Sun
Kay Chen Tan
Jiancheng Lv
OOD
AAML
285
2
0
28 Dec 2022
Adversarially Robust Medical Classification via Attentive Convolutional Neural Networks
I. Wasserman
OOD
MedIm
AAML
210
1
0
26 Oct 2022
A.I. Robustness: a Human-Centered Perspective on Technological Challenges and Opportunities
ACM Computing Surveys (ACM CSUR), 2022
Andrea Tocchetti
Lorenzo Corti
Agathe Balayn
Mireia Yurrita
Philip Lippmann
Marco Brambilla
Jie Yang
366
31
0
17 Oct 2022
DASS: Differentiable Architecture Search for Sparse neural networks
ACM Transactions on Embedded Computing Systems (TECS), 2022
H. Mousavi
Mohammad Loni
Mina Alibeigi
Masoud Daneshtalab
488
17
0
14 Jul 2022
Bi-fidelity Evolutionary Multiobjective Search for Adversarially Robust Deep Neural Architectures
Neurocomputing (Neurocomputing), 2022
Jia-Wei Liu
Ran Cheng
Yaochu Jin
AAML
321
13
0
12 Jul 2022
SeqNet: An Efficient Neural Network for Automatic Malware Detection
Jiawei Xu
Wenxuan Fu
Haoyu Bu
Zhi Wang
Lingyun Ying
AAML
179
3
0
08 May 2022
AutoTS: Automatic Time Series Forecasting Model Design Based on Two-Stage Pruning
Chunnan Wang
Xing-Yu Chen
Chen-Hung Wu
Hongzhi Wang
TPM
AI4TS
220
7
0
26 Mar 2022
Exploiting the Potential of Datasets: A Data-Centric Approach for Model Robustness
Yiqi Zhong
Lei Wu
Xianming Liu
Junjun Jiang
AAML
166
9
0
10 Mar 2022
TPAD: Identifying Effective Trajectory Predictions Under the Guidance of Trajectory Anomaly Detection Model
Chunnan Wang
Cheng Liang
Xiang Chen
Hongzhi Wang
226
1
0
09 Jan 2022
Exploring Architectural Ingredients of Adversarially Robust Deep Neural Networks
Neural Information Processing Systems (NeurIPS), 2021
Hanxun Huang
Yisen Wang
S. Erfani
Quanquan Gu
James Bailey
Jiabo He
AAML
TPM
404
117
0
07 Oct 2021
Advances in adversarial attacks and defenses in computer vision: A survey
Naveed Akhtar
Lin Wang
Navid Kardan
M. Shah
AAML
528
313
0
01 Aug 2021
Auto-STGCN: Autonomous Spatial-Temporal Graph Convolutional Network Search Based on Reinforcement Learning and Existing Research Results
Chunnan Wang
Kaixin Zhang
Hongzhi Wang
Bozhou Chen
GNN
AI4TS
189
32
0
15 Oct 2020
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