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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
Multi-Objective Evolutionary Neural Architecture Search for Recurrent
  Neural Networks
Multi-Objective Evolutionary Neural Architecture Search for Recurrent Neural Networks
Reinhard Booysen
Anna Sergeevna Bosman
234
3
0
17 Mar 2024
Anytime Neural Architecture Search on Tabular Data
Anytime Neural Architecture Search on Tabular Data
Naili Xing
Shaofeng Cai
Zhaojing Luo
Bengchin Ooi
Jian Pei
305
3
0
15 Mar 2024
Efficient Multiplayer Battle Game Optimizer for Adversarial Robust
  Neural Architecture Search
Efficient Multiplayer Battle Game Optimizer for Adversarial Robust Neural Architecture Search
Rui Zhong
Yuefeng Xu
Chao Zhang
Jun Yu
209
1
0
15 Mar 2024
HyCTAS: Multi-Objective Hybrid Convolution-Transformer Architecture Search for Real-Time Image Segmentation
HyCTAS: Multi-Objective Hybrid Convolution-Transformer Architecture Search for Real-Time Image Segmentation
Hongyuan Yu
Cheng Wan
Xiyang Dai
Dongdong Chen
Bin Xiao
Xiyang Dai
Yan Huang
Yuan Lu
Liang Wang
313
8
0
15 Mar 2024
Achieving Pareto Optimality using Efficient Parameter Reduction for DNNs
  in Resource-Constrained Edge Environment
Achieving Pareto Optimality using Efficient Parameter Reduction for DNNs in Resource-Constrained Edge Environment
Atah Nuh Mih
Alireza Rahimi
Asfia Kawnine
Francis Palma
Monica Wachowicz
R. Dubay
Hung Cao
266
0
0
14 Mar 2024
LocalMamba: Visual State Space Model with Windowed Selective Scan
LocalMamba: Visual State Space Model with Windowed Selective Scan
Tao Huang
Xiaohuan Pei
Shan You
Haiwei Yang
Chao Qian
Chang Xu
Mamba
291
288
0
14 Mar 2024
Data augmentation with automated machine learning: approaches and performance comparison with classical data augmentation methods
Data augmentation with automated machine learning: approaches and performance comparison with classical data augmentation methodsKnowledge and Information Systems (KAIS), 2024
A. Mumuni
F. Mumuni
400
17
0
13 Mar 2024
Robustifying and Boosting Training-Free Neural Architecture Search
Robustifying and Boosting Training-Free Neural Architecture SearchInternational Conference on Learning Representations (ICLR), 2024
Zhenfeng He
Yao Shu
Zhongxiang Dai
K. H. Low
208
8
0
12 Mar 2024
Conditional computation in neural networks: principles and research
  trends
Conditional computation in neural networks: principles and research trendsIntelligenza Artificiale (IA), 2024
Simone Scardapane
Alessandro Baiocchi
Alessio Devoto
V. Marsocci
Pasquale Minervini
Jary Pomponi
396
6
0
12 Mar 2024
XB-MAML: Learning Expandable Basis Parameters for Effective
  Meta-Learning with Wide Task Coverage
XB-MAML: Learning Expandable Basis Parameters for Effective Meta-Learning with Wide Task CoverageInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2024
Jae-Jun Lee
Sung Whan Yoon
190
4
0
11 Mar 2024
Multiple Population Alternate Evolution Neural Architecture Search
Multiple Population Alternate Evolution Neural Architecture Search
Juan Zou
Han Chu
Yizhang Xia
Junwen Xu
Yuan Liu
Zhanglu Hou
213
1
0
11 Mar 2024
Multi-conditioned Graph Diffusion for Neural Architecture Search
Multi-conditioned Graph Diffusion for Neural Architecture Search
Rohan Asthana
Joschua Conrad
Youssef Dawoud
M. Ortmanns
Vasileios Belagiannis
GNNAI4CE
253
13
0
09 Mar 2024
ECToNAS: Evolutionary Cross-Topology Neural Architecture Search
ECToNAS: Evolutionary Cross-Topology Neural Architecture Search
Elisabeth J. Schiessler
R. Aydin
C. Cyron
209
0
0
08 Mar 2024
Unsupervised Graph Neural Architecture Search with Disentangled
  Self-supervision
Unsupervised Graph Neural Architecture Search with Disentangled Self-supervisionNeural Information Processing Systems (NeurIPS), 2024
Zeyang Zhang
Xin Eric Wang
Ziwei Zhang
Guangyao Shen
Shiqi Shen
Wenwu Zhu
252
19
0
08 Mar 2024
Qubit-Wise Architecture Search Method for Variational Quantum Circuits
Qubit-Wise Architecture Search Method for Variational Quantum Circuits
Jialin Chen
Zhiqiang Cai
Ke Xu
Di Wu
Wei Cao
170
1
0
07 Mar 2024
SWAP-NAS: Sample-Wise Activation Patterns for Ultra-fast NAS
SWAP-NAS: Sample-Wise Activation Patterns for Ultra-fast NAS
Yameng Peng
Andy Song
Haytham M. Fayek
Victor Ciesielski
Xiaojun Chang
547
16
0
07 Mar 2024
Automated Multi-Task Learning for Joint Disease Prediction on Electronic
  Health Records
Automated Multi-Task Learning for Joint Disease Prediction on Electronic Health Records
Suhan Cui
Prasenjit Mitra
263
4
0
06 Mar 2024
G-EvoNAS: Evolutionary Neural Architecture Search Based on Network
  Growth
G-EvoNAS: Evolutionary Neural Architecture Search Based on Network Growth
Juan Zou
Weiwei Jiang
Yizhang Xia
Yuan Liu
Zhanglu Hou
250
0
0
05 Mar 2024
NASH: Neural Architecture Search for Hardware-Optimized Machine Learning
  Models
NASH: Neural Architecture Search for Hardware-Optimized Machine Learning Models
Mengfei Ji
Yuchun Chang
Baolin Zhang
Zaid Al-Ars
114
0
0
04 Mar 2024
DNA Family: Boosting Weight-Sharing NAS with Block-Wise Supervisions
DNA Family: Boosting Weight-Sharing NAS with Block-Wise Supervisions
Guangrun Wang
Changlin Li
Liuchun Yuan
Jiefeng Peng
Xiaoyu Xian
Xiaodan Liang
Xiaojun Chang
Liang Lin
324
6
0
02 Mar 2024
FlatNAS: optimizing Flatness in Neural Architecture Search for
  Out-of-Distribution Robustness
FlatNAS: optimizing Flatness in Neural Architecture Search for Out-of-Distribution Robustness
Matteo Gambella
Fabrizio Pittorino
Manuel Roveri
OOD
328
6
0
29 Feb 2024
LoLiSRFlow: Joint Single Image Low-light Enhancement and
  Super-resolution via Cross-scale Transformer-based Conditional Flow
LoLiSRFlow: Joint Single Image Low-light Enhancement and Super-resolution via Cross-scale Transformer-based Conditional Flow
Ziyu Yue
Jiaxin Gao
Sihan Xie
Yang Liu
Zhixun Su
152
2
0
29 Feb 2024
LeMo-NADe: Multi-Parameter Neural Architecture Discovery with LLMs
LeMo-NADe: Multi-Parameter Neural Architecture Discovery with LLMs
Md Hafizur Rahman
Prabuddha Chakraborty
197
10
0
28 Feb 2024
Multi-objective Differentiable Neural Architecture Search
Multi-objective Differentiable Neural Architecture Search
R. Sukthanker
Arber Zela
B. Staffler
Samuel Dooley
Josif Grabocka
Katharina Eggensperger
591
1
0
28 Feb 2024
Downstream Task Guided Masking Learning in Masked Autoencoders Using Multi-Level Optimization
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
314
0
0
28 Feb 2024
Principled Architecture-aware Scaling of Hyperparameters
Principled Architecture-aware Scaling of Hyperparameters
Wuyang Chen
Junru Wu
Zhangyang Wang
Boris Hanin
AI4CE
298
2
0
27 Feb 2024
SequentialAttention++ for Block Sparsification: Differentiable Pruning Meets Combinatorial Optimization
SequentialAttention++ for Block Sparsification: Differentiable Pruning Meets Combinatorial Optimization
T. Yasuda
Kyriakos Axiotis
Gang Fu
M. Bateni
Vahab Mirrokni
432
2
0
27 Feb 2024
Enhancing Hypergradients Estimation: A Study of Preconditioning and
  Reparameterization
Enhancing Hypergradients Estimation: A Study of Preconditioning and Reparameterization
Zhenzhang Ye
Gabriel Peyré
Daniel Cremers
Pierre Ablin
221
2
0
26 Feb 2024
Searching a Lightweight Network Architecture for Thermal Infrared
  Pedestrian Tracking
Searching a Lightweight Network Architecture for Thermal Infrared Pedestrian Tracking
Peng Gao
Xiao Liu
Yu Wang
Ruyue Yuan
269
5
0
26 Feb 2024
BLO-SAM: Bi-level Optimization Based Overfitting-Preventing Finetuning
  of SAM
BLO-SAM: Bi-level Optimization Based Overfitting-Preventing Finetuning of SAM
Li Zhang
Youwei Liang
Ruiyi Zhang
Amirhosein Javadi
Pengtao Xie
VLM
302
12
0
26 Feb 2024
AutoMMLab: Automatically Generating Deployable Models from Language
  Instructions for Computer Vision Tasks
AutoMMLab: Automatically Generating Deployable Models from Language Instructions for Computer Vision Tasks
Zekang Yang
Wang Zeng
Sheng Jin
Chao Qian
Ping Luo
Wentao Liu
MLLMVLM
264
14
0
23 Feb 2024
Optimized Deployment of Deep Neural Networks for Visual Pose Estimation
  on Nano-drones
Optimized Deployment of Deep Neural Networks for Visual Pose Estimation on Nano-drones
Matteo Risso
Francesco Daghero
Beatrice Alessandra Motetti
Daniele Jahier Pagliari
Enrico Macii
Massimo Poncino
Luca Bompani
146
2
0
23 Feb 2024
WindDragon: Enhancing wind power forecasting with Automated Deep
  Learning
WindDragon: Enhancing wind power forecasting with Automated Deep Learning
Julie Keisler
E. L. Naour
180
2
0
22 Feb 2024
SONATA: Self-adaptive Evolutionary Framework for Hardware-aware Neural
  Architecture Search
SONATA: Self-adaptive Evolutionary Framework for Hardware-aware Neural Architecture Search
Halima Bouzidi
Smail Niar
Hamza Ouarnoughi
El-Ghazali Talbi
261
1
0
20 Feb 2024
Model Compression and Efficient Inference for Large Language Models: A
  Survey
Model Compression and Efficient Inference for Large Language Models: A Survey
Wenxiao Wang
Wei Chen
Yicong Luo
Yongliu Long
Zhengkai Lin
Liye Zhang
Binbin Lin
Deng Cai
Xiaofei He
MQ
291
88
0
15 Feb 2024
Investigating Premature Convergence in Co-optimization of Morphology and
  Control in Evolved Virtual Soft Robots
Investigating Premature Convergence in Co-optimization of Morphology and Control in Evolved Virtual Soft Robots
Alican Mertan
Nick Cheney
107
13
0
14 Feb 2024
SAE: Single Architecture Ensemble Neural Networks
SAE: Single Architecture Ensemble Neural NetworksBritish Machine Vision Conference (BMVC), 2024
Martin Ferianc
Hongxiang Fan
Miguel R. D. Rodrigues
UQCV
191
0
0
09 Feb 2024
Guided Evolution with Binary Discriminators for ML Program Search
Guided Evolution with Binary Discriminators for ML Program Search
John D. Co-Reyes
Yingjie Miao
George Tucker
Aleksandra Faust
Esteban Real
186
0
0
08 Feb 2024
Implicit Diffusion: Efficient Optimization through Stochastic Sampling
Implicit Diffusion: Efficient Optimization through Stochastic Sampling
Pierre Marion
Anna Korba
Peter Bartlett
Mathieu Blondel
Valentin De Bortoli
Arnaud Doucet
Felipe Llinares-López
Courtney Paquette
Quentin Berthet
434
19
0
08 Feb 2024
A Framework for Bilevel Optimization on Riemannian Manifolds
A Framework for Bilevel Optimization on Riemannian ManifoldsNeural Information Processing Systems (NeurIPS), 2024
Andi Han
Bamdev Mishra
Pratik Jawanpuria
Akiko Takeda
160
8
0
06 Feb 2024
FoolSDEdit: Deceptively Steering Your Edits Towards Targeted
  Attribute-aware Distribution
FoolSDEdit: Deceptively Steering Your Edits Towards Targeted Attribute-aware Distribution
Qi Zhou
Donghai Hong
Tianlin Li
Zhihong Xu
Yang Liu
Kui Ren
Wenhai Wang
Qing Guo
AAMLDiffM
199
2
0
06 Feb 2024
Graph Neural Machine: A New Model for Learning with Tabular Data
Graph Neural Machine: A New Model for Learning with Tabular Data
Giannis Nikolentzos
Siyun Wang
J. Lutzeyer
Michalis Vazirgiannis
180
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0
05 Feb 2024
Dynamic Sparse Learning: A Novel Paradigm for Efficient Recommendation
Dynamic Sparse Learning: A Novel Paradigm for Efficient Recommendation
Shuyao Wang
Yongduo Sui
Jiancan Wu
Zhi Zheng
Hui Xiong
132
25
0
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Glocal Hypergradient Estimation with Koopman Operator
Glocal Hypergradient Estimation with Koopman Operator
Ryuichiro Hataya
Yoshinobu Kawahara
226
2
0
05 Feb 2024
Non-asymptotic Analysis of Biased Adaptive Stochastic Approximation
Non-asymptotic Analysis of Biased Adaptive Stochastic Approximation
Sobihan Surendran
Antoine Godichon-Baggioni
Adeline Fermanian
Sylvain Le Corff
297
3
0
05 Feb 2024
ParZC: Parametric Zero-Cost Proxies for Efficient NAS
ParZC: Parametric Zero-Cost Proxies for Efficient NAS
Peijie Dong
Lujun Li
Xinglin Pan
Zimian Wei
Xiang Liu
Qiang-qiang Wang
Xiaowen Chu
196
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AutoGCN -- Towards Generic Human Activity Recognition with Neural
  Architecture Search
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Felix Tempel
Inga Strümke
Espen Alexander F. Ihlen
236
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02 Feb 2024
HW-SW Optimization of DNNs for Privacy-preserving People Counting on
  Low-resolution Infrared Arrays
HW-SW Optimization of DNNs for Privacy-preserving People Counting on Low-resolution Infrared Arrays
Matteo Risso
Chen Xie
Francesco Daghero
Luca Bompani
Seyedmorteza Mollaei
Marco Castellano
Enrico Macii
Massimo Poncino
Daniele Jahier Pagliari
158
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Constrained Bi-Level Optimization: Proximal Lagrangian Value function
  Approach and Hessian-free Algorithm
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Chengming Yu
Shangzhi Zeng
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LitE-SNN: Designing Lightweight and Efficient Spiking Neural Network
  through Spatial-Temporal Compressive Network Search and Joint Optimization
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Jiaqi Yan
Malu Zhang
Gang Pan
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362
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