Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
1703.01041
Cited By
v1
v2 (latest)
Large-Scale Evolution of Image Classifiers
3 March 2017
Esteban Real
Sherry Moore
Andrew Selle
Saurabh Saxena
Y. Suematsu
Jie Tan
Quoc V. Le
Alexey Kurakin
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Large-Scale Evolution of Image Classifiers"
50 / 752 papers shown
α
α
α
DARTS Once More: Enhancing Differentiable Architecture Search by Masked Image Modeling
Bicheng Guo
Shuxuan Guo
Miaojing Shi
Jun Zhou
Shibo He
Jiming Chen
Kaicheng Yu
184
2
0
18 Nov 2022
NEON: Enabling Efficient Support for Nonlinear Operations in Resistive RAM-based Neural Network Accelerators
Aditya Manglik
Minesh Patel
Haiyu Mao
Behzad Salami
Mohammad Sadrosadati
Lois Orosa
O. Mutlu
212
1
0
10 Nov 2022
RUBICON: A Framework for Designing Efficient Deep Learning-Based Genomic Basecallers
Genome Biology (GB), 2022
Gagandeep Singh
M. Alser
K. Denolf
Can Firtina
Alireza Khodamoradi
Meryem Banu Cavlak
Henk Corporaal
O. Mutlu
361
17
0
06 Nov 2022
Construction of Hierarchical Neural Architecture Search Spaces based on Context-free Grammars
Neural Information Processing Systems (NeurIPS), 2022
Simon Schrodi
Daniel Stoll
Binxin Ru
R. Sukthanker
Thomas Brox
Katharina Eggensperger
298
9
0
03 Nov 2022
Multilingual Speech Emotion Recognition With Multi-Gating Mechanism and Neural Architecture Search
Spoken Language Technology Workshop (SLT), 2022
Zihan Wang
Qianyu Meng
HaiFeng Lan
Xinrui Zhang
Kehao Guo
Akshat Gupta
199
4
0
31 Oct 2022
Shortest Edit Path Crossover: A Theory-driven Solution to the Permutation Problem in Evolutionary Neural Architecture Search
International Conference on Machine Learning (ICML), 2022
Xin Qiu
Risto Miikkulainen
334
3
0
25 Oct 2022
Deep Model Reassembly
Neural Information Processing Systems (NeurIPS), 2022
Xingyi Yang
Zhou Daquan
Songhua Liu
Jingwen Ye
Xinchao Wang
MoMe
256
146
0
24 Oct 2022
Efficient Automatic Machine Learning via Design Graphs
Shirley Wu
Jiaxuan You
J. Leskovec
Rex Ying
GNN
202
1
0
21 Oct 2022
Λ
Λ
Λ
-DARTS: Mitigating Performance Collapse by Harmonizing Operation Selection among Cells
International Conference on Learning Representations (ICLR), 2022
Sajad Movahedi
Melika Adabinejad
Ayyoob Imani
Arezou Keshavarz
Mostafa Dehghani
A. Shakery
Babak N. Araabi
249
26
0
14 Oct 2022
Convolutional Neural Networks: Basic Concepts and Applications in Manufacturing
Shengli Jiang
Shiyi Qin
J. Pulsipher
Victor M. Zavala
AAML
104
6
0
14 Oct 2022
Parameter-Free Average Attention Improves Convolutional Neural Network Performance (Almost) Free of Charge
Nils Körber
59
16
0
14 Oct 2022
Pareto-aware Neural Architecture Generation for Diverse Computational Budgets
Yong Guo
Yaofo Chen
Yin Zheng
Qi Chen
P. Zhao
Jian Chen
Junzhou Huang
Zhuliang Yu
207
5
0
14 Oct 2022
Equivariance-aware Architectural Optimization of Neural Networks
International Conference on Learning Representations (ICLR), 2022
Kaitlin Maile
Dennis G. Wilson
Patrick Forré
AI4CE
234
10
0
11 Oct 2022
LidarNAS: Unifying and Searching Neural Architectures for 3D Point Clouds
European Conference on Computer Vision (ECCV), 2022
Chenxi Liu
Zhaoqi Leng
Peigen Sun
Shuyang Cheng
C. Qi
Yin Zhou
Mingxing Tan
Drago Anguelov
3DPC
3DV
197
6
0
10 Oct 2022
NAS-based Recursive Stage Partial Network (RSPNet) for Light-Weight Semantic Segmentation
International Conference on Supercomputing (ICS), 2022
Yi-Chun Wang
J. Hsieh
Ming-Ching Chang
189
1
0
03 Oct 2022
IMB-NAS: Neural Architecture Search for Imbalanced Datasets
Rahul Duggal
ShengYun Peng
Hao Zhou
Duen Horng Chau
203
2
0
30 Sep 2022
Towards Regression-Free Neural Networks for Diverse Compute Platforms
European Conference on Computer Vision (ECCV), 2022
Rahul Duggal
Hao Zhou
Shuo Yang
Jun Fang
Yuanjun Xiong
Wei Xia
UQCV
211
1
0
27 Sep 2022
Neural Network Panning: Screening the Optimal Sparse Network Before Training
Asian Conference on Computer Vision (ACCV), 2022
Xiatao Kang
P. Li
Jiayi Yao
Chengxi Li
VLM
122
1
0
27 Sep 2022
Patching Weak Convolutional Neural Network Models through Modularization and Composition
International Conference on Automated Software Engineering (ASE), 2022
Binhang Qi
Hailong Sun
Yantao Du
Hongyu Zhang
215
13
0
11 Sep 2022
CWP: Instance complexity weighted channel-wise soft masks for network pruning
Jiapeng Wang
Ming Ma
Zhenhua Yu
220
0
0
08 Sep 2022
A Deep Neural Networks ensemble workflow from hyperparameter search to inference leveraging GPU clusters
International Conference on High Performance Computing in Asia-Pacific Region (HPCAsia), 2022
Pierrick Pochelu
S. Petiton
B. Conche
AI4CE
204
5
0
30 Aug 2022
Learn Basic Skills and Reuse: Modularized Adaptive Neural Architecture Search (MANAS)
International Conference on Information and Knowledge Management (CIKM), 2022
H. Chen
Yunqi Li
He Zhu
Zelong Li
219
6
0
23 Aug 2022
FocusFormer: Focusing on What We Need via Architecture Sampler
Jing Liu
Jianfei Cai
Bohan Zhuang
154
9
0
23 Aug 2022
Survey on Evolutionary Deep Learning: Principles, Algorithms, Applications and Open Issues
ACM Computing Surveys (ACM CSUR), 2022
Nan Li
Lianbo Ma
Guo-Ding Yu
Bing Xue
Mengjie Zhang
Yaochu Jin
189
98
0
23 Aug 2022
A Practical Second-order Latent Factor Model via Distributed Particle Swarm Optimization
Jialiang Wang
Yurong Zhong
Weiling Li
90
0
0
12 Aug 2022
Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance Assessment
IEEE Transactions on Evolutionary Computation (TEVC), 2022
Zhichao Lu
Ran Cheng
Yaochu Jin
Kay Chen Tan
Kalyanmoy Deb
219
71
0
08 Aug 2022
Partial Connection Based on Channel Attention for Differentiable Neural Architecture Search
IEEE Transactions on Industrial Informatics (IEEE TII), 2022
Yu Xue
Jiafeng Qin
215
67
0
01 Aug 2022
Tackling Neural Architecture Search With Quality Diversity Optimization
Lennart Schneider
Florian Pfisterer
P. Kent
Juergen Branke
J. Herbinger
Janek Thomas
AI4CE
211
3
0
30 Jul 2022
Lightweight and Progressively-Scalable Networks for Semantic Segmentation
International Journal of Computer Vision (IJCV), 2022
Yiheng Zhang
Ting Yao
Zhaofan Qiu
Tao Mei
SSeg
247
28
0
27 Jul 2022
Guided Evolutionary Neural Architecture Search With Efficient Performance Estimation
Neurocomputing (Neurocomputing), 2022
Vasco Lopes
Miguel Santos
Bruno Degardin
L. A. Alexandre
259
10
0
22 Jul 2022
Auto Machine Learning for Medical Image Analysis by Unifying the Search on Data Augmentation and Neural Architecture
Jianwei Zhang
Dong Li
Lituan Wang
Lei Zhang
164
2
0
21 Jul 2022
Efficient Search of Multiple Neural Architectures with Different Complexities via Importance Sampling
International Conference on Artificial Neural Networks (ICANN), 2022
Yuhei Noda
Shota Saito
Shinichi Shirakawa
142
1
0
21 Jul 2022
EASNet: Searching Elastic and Accurate Network Architecture for Stereo Matching
European Conference on Computer Vision (ECCV), 2022
Qiang-qiang Wang
Shaoshuai Shi
Kaiyong Zhao
Xiaowen Chu
142
6
0
20 Jul 2022
Architecture Augmentation for Performance Predictor Based on Graph Isomorphism
Xiangning Xie
Yuqiao Liu
Yanan Sun
Mengjie Zhang
Kay Chen Tan
GNN
AI4CE
193
2
0
03 Jul 2022
Revisiting Architecture-aware Knowledge Distillation: Smaller Models and Faster Search
Taehyeon Kim
Heesoo Myeong
Se-Young Yun
160
3
0
27 Jun 2022
NAS-Bench-Graph: Benchmarking Graph Neural Architecture Search
Neural Information Processing Systems (NeurIPS), 2022
Yi Qin
Ziwei Zhang
Xin Eric Wang
Zeyang Zhang
Wenwu Zhu
275
34
0
18 Jun 2022
Channel-wise Mixed-precision Assignment for DNN Inference on Constrained Edge Nodes
International Green and Sustainable Computing Conference (GSC), 2022
Matteo Risso
Luca Bompani
Luca Benini
Enrico Macii
Massimo Poncino
Daniele Jahier Pagliari
MQ
192
14
0
17 Jun 2022
FreeREA: Training-Free Evolution-based Architecture Search
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Niccolò Cavagnero
Luc Robbiano
Barbara Caputo
Giuseppe Averta
155
27
0
17 Jun 2022
Neural Architecture Adaptation for Object Detection by Searching Channel Dimensions and Mapping Pre-trained Parameters
International Conference on Pattern Recognition (ICPR), 2022
Harim Jung
Myeong-Seok Oh
Cheoljong Yang
Seong-Whan Lee
ObjD
196
0
0
17 Jun 2022
ERNAS: An Evolutionary Neural Architecture Search for Magnetic Resonance Image Reconstructions
Samira Vafay Eslahi
Jian Tao
J. Ji
137
1
0
15 Jun 2022
EmProx: Neural Network Performance Estimation For Neural Architecture Search
G. Franken
Prabhant Singh
Joaquin Vanschoren
135
0
0
13 Jun 2022
Neural Prompt Search
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Yuanhan Zhang
Kaiyang Zhou
Ziwei Liu
VPVLM
VLM
371
173
0
09 Jun 2022
GAAF: Searching Activation Functions for Binary Neural Networks through Genetic Algorithm
Tsinghua Science and Technology (TST), 2022
Yanfei Li
Tong Geng
S. Stein
Ang Li
Hui-Ling Yu
MQ
184
8
0
05 Jun 2022
A Survey on Computationally Efficient Neural Architecture Search
Shiqing Liu
Haoyu Zhang
Yaochu Jin
370
55
0
03 Jun 2022
Multi-Complexity-Loss DNAS for Energy-Efficient and Memory-Constrained Deep Neural Networks
International Symposium on Low Power Electronics and Design (ISLPED), 2022
Matteo Risso
Luca Bompani
Luca Benini
Enrico Macii
Massimo Poncino
Daniele Jahier Pagliari
236
3
0
01 Jun 2022
Automatic Relation-aware Graph Network Proliferation
Computer Vision and Pattern Recognition (CVPR), 2022
Shaofei Cai
Liang Li
Xinzhe Han
Jiebo Luo
Zhengjun Zha
Qingming Huang
GNN
129
8
0
31 May 2022
Deep Low-Density Separation for Semi-Supervised Classification
International Conference on Conceptual Structures (ICCS), 2020
Michael C. Burkhart
Kyle Shan
BDL
111
6
0
22 May 2022
PSO-Convolutional Neural Networks with Heterogeneous Learning Rate
IEEE Access (IEEE Access), 2022
N. H. Phong
A. Santos
B. Ribeiro
258
10
0
20 May 2022
Proxyless Neural Architecture Adaptation for Supervised Learning and Self-Supervised Learning
Do-Guk Kim
Heung-Chang Lee
57
0
0
15 May 2022
Warm-starting DARTS using meta-learning
Matej Grobelnik
Joaquin Vanschoren
AI4CE
138
1
0
12 May 2022
Previous
1
2
3
4
5
...
14
15
16
Next
