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DARTS: Differentiable Architecture Search
v1v2 (latest)

DARTS: Differentiable Architecture Search

24 June 2018
Hanxiao Liu
Karen Simonyan
Yiming Yang
ArXiv (abs)PDFHTML

Papers citing "DARTS: Differentiable Architecture Search"

50 / 2,370 papers shown
Shortest Edit Path Crossover: A Theory-driven Solution to the
  Permutation Problem in Evolutionary Neural Architecture Search
Shortest Edit Path Crossover: A Theory-driven Solution to the Permutation Problem in Evolutionary Neural Architecture SearchInternational Conference on Machine Learning (ICML), 2022
Xin Qiu
Risto Miikkulainen
343
3
0
25 Oct 2022
Neural Architecture Search generated Phase Retrieval Net for Real-time Off-axis Quantitative Phase Imaging
Neural Architecture Search generated Phase Retrieval Net for Real-time Off-axis Quantitative Phase ImagingIEEE Photonics Technology Letters (PTL), 2022
Xin Shu
Mengxuan Niu
Yi Zhang
Wei Luo
Renjie Zhou
218
2
0
25 Oct 2022
NASA: Neural Architecture Search and Acceleration for Hardware Inspired
  Hybrid Networks
NASA: Neural Architecture Search and Acceleration for Hardware Inspired Hybrid Networks
Huihong Shi
Haoran You
Yang Zhao
Zhongfeng Wang
Yingyan Lin
244
7
0
24 Oct 2022
Deep Model Reassembly
Deep Model ReassemblyNeural Information Processing Systems (NeurIPS), 2022
Xingyi Yang
Zhou Daquan
Songhua Liu
Jingwen Ye
Xinchao Wang
MoMe
275
146
0
24 Oct 2022
Efficient Automatic Machine Learning via Design Graphs
Efficient Automatic Machine Learning via Design Graphs
Shirley Wu
Jiaxuan You
J. Leskovec
Rex Ying
GNN
206
1
0
21 Oct 2022
Neural Architectural Backdoors
Neural Architectural Backdoors
Ren Pang
Changjiang Li
Zhaohan Xi
S. Ji
Ting Wang
AAML
154
1
0
21 Oct 2022
Distilling the Undistillable: Learning from a Nasty Teacher
Distilling the Undistillable: Learning from a Nasty TeacherEuropean Conference on Computer Vision (ECCV), 2022
Surgan Jandial
Yash Khasbage
Arghya Pal
V. Balasubramanian
Balaji Krishnamurthy
240
7
0
21 Oct 2022
OpenEarthMap: A Benchmark Dataset for Global High-Resolution Land Cover
  Mapping
OpenEarthMap: A Benchmark Dataset for Global High-Resolution Land Cover MappingIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
J. Xia
Xiangwei Zhu
B. Adriano
Clifford Broni-Bediako
VLM
236
110
0
19 Oct 2022
Rethinking Bias Mitigation: Fairer Architectures Make for Fairer Face
  Recognition
Rethinking Bias Mitigation: Fairer Architectures Make for Fairer Face RecognitionNeural Information Processing Systems (NeurIPS), 2022
Samuel Dooley
R. Sukthanker
John P. Dickerson
Colin White
Katharina Eggensperger
Micah Goldblum
CVBM
324
30
0
18 Oct 2022
Extensible Proxy for Efficient NAS
Extensible Proxy for Efficient NAS
Yuhong Li
Jiajie Li
Cong Han
P. Li
Jinjun Xiong
De-huai Chen
145
1
0
17 Oct 2022
Scaling & Shifting Your Features: A New Baseline for Efficient Model
  Tuning
Scaling & Shifting Your Features: A New Baseline for Efficient Model TuningNeural Information Processing Systems (NeurIPS), 2022
Dongze Lian
Daquan Zhou
Jiashi Feng
Xinchao Wang
350
335
0
17 Oct 2022
HQNAS: Auto CNN deployment framework for joint quantization and
  architecture search
HQNAS: Auto CNN deployment framework for joint quantization and architecture search
Hongjiang Chen
Yang Wang
Leibo Liu
Shaojun Wei
Shouyi Yin
MQ
111
3
0
16 Oct 2022
Learning Self-Regularized Adversarial Views for Self-Supervised Vision
  Transformers
Learning Self-Regularized Adversarial Views for Self-Supervised Vision Transformers
Tao Tang
Changlin Li
Guangrun Wang
Kaicheng Yu
Xiaojun Chang
Xiaodan Liang
ViT
212
1
0
16 Oct 2022
FAQS: Communication-efficient Federate DNN Architecture and Quantization
  Co-Search for personalized Hardware-aware Preferences
FAQS: Communication-efficient Federate DNN Architecture and Quantization Co-Search for personalized Hardware-aware Preferences
Hongjiang Chen
Yang Wang
Leibo Liu
Shaojun Wei
Shouyi Yin
FedMLMQ
126
0
0
16 Oct 2022
$Λ$-DARTS: Mitigating Performance Collapse by Harmonizing
  Operation Selection among Cells
ΛΛΛ-DARTS: Mitigating Performance Collapse by Harmonizing Operation Selection among CellsInternational 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
Pareto-aware Neural Architecture Generation for Diverse Computational
  Budgets
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
BLOX: Macro Neural Architecture Search Benchmark and Algorithms
BLOX: Macro Neural Architecture Search Benchmark and AlgorithmsNeural Information Processing Systems (NeurIPS), 2022
Thomas C. P. Chau
Łukasz Dudziak
Hongkai Wen
Nicholas D. Lane
Mohamed S. Abdelfattah
182
13
0
13 Oct 2022
EC-NAS: Energy Consumption Aware Tabular Benchmarks for Neural
  Architecture Search
EC-NAS: Energy Consumption Aware Tabular Benchmarks for Neural Architecture SearchIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Pedram Bakhtiarifard
Christian Igel
Raghavendra Selvan
470
15
0
12 Oct 2022
Equivariance-aware Architectural Optimization of Neural Networks
Equivariance-aware Architectural Optimization of Neural NetworksInternational Conference on Learning Representations (ICLR), 2022
Kaitlin Maile
Dennis G. Wilson
Patrick Forré
AI4CE
238
10
0
11 Oct 2022
LidarNAS: Unifying and Searching Neural Architectures for 3D Point
  Clouds
LidarNAS: Unifying and Searching Neural Architectures for 3D Point CloudsEuropean Conference on Computer Vision (ECCV), 2022
Chenxi Liu
Zhaoqi Leng
Peigen Sun
Shuyang Cheng
C. Qi
Yin Zhou
Mingxing Tan
Drago Anguelov
3DPC3DV
202
6
0
10 Oct 2022
Deep Insights of Learning based Micro Expression Recognition: A
  Perspective on Promises, Challenges and Research Needs
Deep Insights of Learning based Micro Expression Recognition: A Perspective on Promises, Challenges and Research NeedsIEEE Transactions on Cognitive and Developmental Systems (IEEE TCDS), 2022
Monu Verma
Santosh Kumar Vipparthi
Girdhari Singh
HAI
165
9
0
10 Oct 2022
Uplifting Message Passing Neural Network with Graph Original Information
Uplifting Message Passing Neural Network with Graph Original Information
Xiao Liu
Lijun Zhang
Hui Guan
GNN
178
4
0
08 Oct 2022
Advancing Model Pruning via Bi-level Optimization
Advancing Model Pruning via Bi-level OptimizationNeural Information Processing Systems (NeurIPS), 2022
Yihua Zhang
Yuguang Yao
Parikshit Ram
Pu Zhao
Tianlong Chen
Min-Fong Hong
Yanzhi Wang
Sijia Liu
445
86
0
08 Oct 2022
Unified Probabilistic Neural Architecture and Weight Ensembling Improves
  Model Robustness
Unified Probabilistic Neural Architecture and Weight Ensembling Improves Model Robustness
Sumegha Premchandar
Sandeep Madireddy
Sanket Jantre
Dali Wang
OODUQCV
136
3
0
08 Oct 2022
A2: Efficient Automated Attacker for Boosting Adversarial Training
A2: Efficient Automated Attacker for Boosting Adversarial TrainingNeural Information Processing Systems (NeurIPS), 2022
Zhuoer Xu
Guanghui Zhu
Changhua Meng
Shiwen Cui
ZhenZhe Ying
Weiqiang Wang
GU Ming
Yihua Huang
AAML
216
18
0
07 Oct 2022
NAS-Bench-Suite-Zero: Accelerating Research on Zero Cost Proxies
NAS-Bench-Suite-Zero: Accelerating Research on Zero Cost ProxiesNeural Information Processing Systems (NeurIPS), 2022
Arjun Krishnakumar
Colin White
Arber Zela
Renbo Tu
Mahmoud Safari
Katharina Eggensperger
295
56
0
06 Oct 2022
POPNASv2: An Efficient Multi-Objective Neural Architecture Search
  Technique
POPNASv2: An Efficient Multi-Objective Neural Architecture Search TechniqueIEEE International Joint Conference on Neural Network (IJCNN), 2022
Andrea Falanti
Eugenio Lomurno
Stefano Samele
Danilo Ardagna
Matteo Matteucci
118
9
0
06 Oct 2022
NAS-based Recursive Stage Partial Network (RSPNet) for Light-Weight
  Semantic Segmentation
NAS-based Recursive Stage Partial Network (RSPNet) for Light-Weight Semantic SegmentationInternational Conference on Supercomputing (ICS), 2022
Yi-Chun Wang
J. Hsieh
Ming-Ching Chang
192
1
0
03 Oct 2022
DARTFormer: Finding The Best Type Of Attention
DARTFormer: Finding The Best Type Of Attention
Jason Brown
Yiren Zhao
Ilia Shumailov
Robert D. Mullins
191
6
0
02 Oct 2022
Siamese-NAS: Using Trained Samples Efficiently to Find Lightweight
  Neural Architecture by Prior Knowledge
Siamese-NAS: Using Trained Samples Efficiently to Find Lightweight Neural Architecture by Prior Knowledge
Yumeng Zhang
J. Hsieh
Chun-Chieh Lee
Kuo-Chin Fan
151
0
0
02 Oct 2022
Cross Task Neural Architecture Search for EEG Signal Classifications
Cross Task Neural Architecture Search for EEG Signal Classifications
Yiqun Duan
Zhen Wang
Yi Li
Jianhang Tang
Yu-Kai Wang
Chin-Teng Lin
178
3
0
01 Oct 2022
IMB-NAS: Neural Architecture Search for Imbalanced Datasets
IMB-NAS: Neural Architecture Search for Imbalanced Datasets
Rahul Duggal
ShengYun Peng
Hao Zhou
Duen Horng Chau
215
2
0
30 Sep 2022
A Multiagent Framework for the Asynchronous and Collaborative Extension
  of Multitask ML Systems
A Multiagent Framework for the Asynchronous and Collaborative Extension of Multitask ML Systems
Andrea Gesmundo
278
2
0
29 Sep 2022
Towards Regression-Free Neural Networks for Diverse Compute Platforms
Towards Regression-Free Neural Networks for Diverse Compute PlatformsEuropean Conference on Computer Vision (ECCV), 2022
Rahul Duggal
Hao Zhou
Shuo Yang
Jun Fang
Yuanjun Xiong
Wei Xia
UQCV
216
1
0
27 Sep 2022
Efficient Non-Parametric Optimizer Search for Diverse Tasks
Efficient Non-Parametric Optimizer Search for Diverse TasksNeural Information Processing Systems (NeurIPS), 2022
Ruochen Wang
Yuanhao Xiong
Minhao Cheng
Cho-Jui Hsieh
324
6
0
27 Sep 2022
Searching a High-Performance Feature Extractor for Text Recognition
  Network
Searching a High-Performance Feature Extractor for Text Recognition NetworkIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Hui Zhang
Quanming Yao
James T. Kwok
X. Bai
230
8
0
27 Sep 2022
Hitchhiker's Guide to Super-Resolution: Introduction and Recent Advances
Hitchhiker's Guide to Super-Resolution: Introduction and Recent AdvancesIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Brian B. Moser
Federico Raue
Stanislav Frolov
Jörn Hees
Sebastián M. Palacio
Andreas Dengel
295
44
0
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Diversified Dynamic Routing for Vision Tasks
Diversified Dynamic Routing for Vision Tasks
Botos Csaba
Adel Bibi
Yanwei Li
Juil Sock
Ser-Nam Lim
MoE
252
1
0
26 Sep 2022
Tiered Pruning for Efficient Differentialble Inference-Aware Neural
  Architecture Search
Tiered Pruning for Efficient Differentialble Inference-Aware Neural Architecture Search
Slawomir Kierat
Mateusz Sieniawski
Denys Fridman
Chendi Yu
Szymon Migacz
Pawel M. Morkisz
A. Fit-Florea
3DPC
196
0
0
23 Sep 2022
Tab2vox: CNN-Based Multivariate Multilevel Demand Forecasting Framework
  by Tabular-To-Voxel Image Conversion
Tab2vox: CNN-Based Multivariate Multilevel Demand Forecasting Framework by Tabular-To-Voxel Image Conversion
Euna Lee
Myungwoo Nam
Hongchul Lee
128
10
0
21 Sep 2022
DARTSRepair: Core-failure-set Guided DARTS for Network Robustness to
  Common Corruptions
DARTSRepair: Core-failure-set Guided DARTS for Network Robustness to Common CorruptionsPattern Recognition (Pattern Recogn.), 2022
Xuhong Ren
Jianlang Chen
Felix Juefei Xu
Wanli Xue
Qing Guo
Lei Ma
Jianjun Zhao
Shengyong Chen
AAMLOOD
168
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21 Sep 2022
Differentiable Bilevel Programming for Stackelberg Congestion Games
Differentiable Bilevel Programming for Stackelberg Congestion Games
Jiayang Li
Jiahao Yu
Qianni Wang
Boyi Liu
Zhaoran Wang
Y. Nie
358
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15 Sep 2022
EZNAS: Evolving Zero Cost Proxies For Neural Architecture Scoring
EZNAS: Evolving Zero Cost Proxies For Neural Architecture ScoringNeural Information Processing Systems (NeurIPS), 2022
Yash Akhauri
J. P. Muñoz
Nilesh Jain
Ravi Iyer
287
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A Continual Development Methodology for Large-scale Multitask Dynamic ML
  Systems
A Continual Development Methodology for Large-scale Multitask Dynamic ML Systems
Andrea Gesmundo
230
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Generalization Properties of NAS under Activation and Skip Connection
  Search
Generalization Properties of NAS under Activation and Skip Connection SearchNeural Information Processing Systems (NeurIPS), 2022
Zhenyu Zhu
Fanghui Liu
Grigorios G. Chrysos
Volkan Cevher
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Graph Contrastive Learning with Personalized Augmentation
Graph Contrastive Learning with Personalized AugmentationIEEE Transactions on Knowledge and Data Engineering (TKDE), 2022
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Optimizing Connectivity through Network Gradients for Restricted Boltzmann Machines
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Daniel R. Figueiredo
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CWP: Instance complexity weighted channel-wise soft masks for network
  pruning
CWP: Instance complexity weighted channel-wise soft masks for network pruning
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Zhenhua Yu
222
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Sequential Cross Attention Based Multi-task Learning
Sequential Cross Attention Based Multi-task LearningInternational Conference on Information Photonics (ICIP), 2022
Sunkyung Kim
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