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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
GRASP-GCN: Graph-Shape Prioritization for Neural Architecture Search
  under Distribution Shifts
GRASP-GCN: Graph-Shape Prioritization for Neural Architecture Search under Distribution Shifts
S. Casarin
Oswald Lanz
Sergio Escalera
GNNOOD
184
1
0
11 May 2024
From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of
  Deep Neural Networks
From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural NetworksIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024
Xue Geng
Zhe Wang
Chunyun Chen
Qing Xu
Kaixin Xu
...
Zhenghua Chen
M. Aly
Jie Lin
Ruibing Jin
Xiaoli Li
315
8
0
09 May 2024
Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference
  Cost
Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference CostInternational Conference on Learning Representations (ICLR), 2024
Yuan Gao
Weizhong Zhang
Tong Lu
Lin Ma
Jin-Gang Yu
Gui-Song Xia
Jiayi Ma
176
1
0
09 May 2024
Towards Accurate and Robust Architectures via Neural Architecture Search
Towards Accurate and Robust Architectures via Neural Architecture SearchComputer Vision and Pattern Recognition (CVPR), 2024
Yuwei Ou
Yuqi Feng
Yanan Sun
AAML
187
9
0
09 May 2024
Hard Work Does Not Always Pay Off: Poisoning Attacks on Neural Architecture Search
Hard Work Does Not Always Pay Off: Poisoning Attacks on Neural Architecture Search
Zachary Coalson
Huazheng Wang
Qingyun Wu
Sanghyun Hong
AAMLOOD
290
0
0
09 May 2024
Vision Mamba: A Comprehensive Survey and Taxonomy
Vision Mamba: A Comprehensive Survey and Taxonomy
Xiao Liu
Chenxu Zhang
Lei Zhang
Mamba
271
77
0
07 May 2024
E2GNN: Efficient Graph Neural Network Ensembles for Semi-Supervised
  Classification
E2GNN: Efficient Graph Neural Network Ensembles for Semi-Supervised Classification
Xin Zhang
Daochen Zha
Qiaoyu Tan
227
2
0
06 May 2024
Large Language Models Synergize with Automated Machine Learning
Large Language Models Synergize with Automated Machine Learning
Jinglue Xu
Jialong Li
Zhen Liu
Nagar Anthel Venkatesh Suryanarayanan
Guoyuan Zhou
Jia Guo
Hitoshi Iba
Kenji Tei
210
8
0
06 May 2024
Structural Pruning of Pre-trained Language Models via Neural
  Architecture Search
Structural Pruning of Pre-trained Language Models via Neural Architecture Search
Aaron Klein
Jacek Golebiowski
Xingchen Ma
Valerio Perrone
Cédric Archambeau
196
5
0
03 May 2024
Graph is all you need? Lightweight data-agnostic neural architecture search without training
Graph is all you need? Lightweight data-agnostic neural architecture search without training
Zhenhan Huang
Tejaswini Pedapati
Pin-Yu Chen
Chunheng Jiang
Jianxi Gao
GNN
356
1
0
02 May 2024
Accelerated Fully First-Order Methods for Bilevel and Minimax
  Optimization
Accelerated Fully First-Order Methods for Bilevel and Minimax Optimization
Chris Junchi Li
437
0
0
01 May 2024
M3oE: Multi-Domain Multi-Task Mixture-of Experts Recommendation
  Framework
M3oE: Multi-Domain Multi-Task Mixture-of Experts Recommendation Framework
Zijian Zhang
Shuchang Liu
Jiaao Yu
Qingpeng Cai
Xiangyu Zhao
...
Qidong Liu
Hongwei Zhao
Lantao Hu
Peng Jiang
Kun Gai
285
52
0
29 Apr 2024
The Simpler The Better: An Entropy-Based Importance Metric To Reduce
  Neural Networks' Depth
The Simpler The Better: An Entropy-Based Importance Metric To Reduce Neural Networks' Depth
Victor Quétu
Zhu Liao
Enzo Tartaglione
332
4
0
27 Apr 2024
CSCO: Connectivity Search of Convolutional Operators
CSCO: Connectivity Search of Convolutional Operators
Tunhou Zhang
Shiyu Li
Hsin-Pai Cheng
Feng Yan
Hai Helen Li
Yiran Chen
306
0
0
26 Apr 2024
Efficient NAS with FaDE on Hierarchical Spaces
Efficient NAS with FaDE on Hierarchical Spaces
Simon Neumeyer
Julian Stier
Michael Granitzer
129
1
0
24 Apr 2024
MalleTrain: Deep Neural Network Training on Unfillable Supercomputer
  Nodes
MalleTrain: Deep Neural Network Training on Unfillable Supercomputer Nodes
Xiaolong Ma
Feng Yan
Lei Yang
Ian Foster
M. Papka
Zhengchun Liu
R. Kettimuthu
LRM
145
9
0
24 Apr 2024
FR-NAS: Forward-and-Reverse Graph Predictor for Efficient Neural
  Architecture Search
FR-NAS: Forward-and-Reverse Graph Predictor for Efficient Neural Architecture Search
Haoming Zhang
Ran Cheng
AI4CEGNN
157
0
0
24 Apr 2024
Revisiting Neural Networks for Continual Learning: An Architectural
  Perspective
Revisiting Neural Networks for Continual Learning: An Architectural Perspective
Aojun Lu
Tao Feng
Hangjie Yuan
Xiaotian Song
Yanan Sun
277
16
0
23 Apr 2024
Unsupervised Domain Adaptation Architecture Search with Self-Training
  for Land Cover Mapping
Unsupervised Domain Adaptation Architecture Search with Self-Training for Land Cover Mapping
Clifford Broni-Bediako
Junshi Xia
Xiangwei Zhu
AI4CE
228
6
0
23 Apr 2024
Bi-CL: A Reinforcement Learning Framework for Robots Coordination
  Through Bi-level Optimization
Bi-CL: A Reinforcement Learning Framework for Robots Coordination Through Bi-level Optimization
Zechen Hu
Daigo Shishika
Xuesu Xiao
Xuan Wang
250
5
0
23 Apr 2024
Rapid Deployment of DNNs for Edge Computing via Structured Pruning at
  Initialization
Rapid Deployment of DNNs for Edge Computing via Structured Pruning at Initialization
Bailey J. Eccles
Leon Wong
Blesson Varghese
246
3
0
22 Apr 2024
A Survey on Speech Deepfake Detection
A Survey on Speech Deepfake Detection
Menglu Li
Yasaman Ahmadiadli
Xiao-Ping Zhang
377
25
0
22 Apr 2024
FedTrans: Efficient Federated Learning via Multi-Model Transformation
FedTrans: Efficient Federated Learning via Multi-Model Transformation
Yuxuan Zhu
Jiachen Liu
Mosharaf Chowdhury
Fan Lai
287
1
0
21 Apr 2024
An Experimental Study on Exploring Strong Lightweight Vision
  Transformers via Masked Image Modeling Pre-Training
An Experimental Study on Exploring Strong Lightweight Vision Transformers via Masked Image Modeling Pre-Training
Jin Gao
Shubo Lin
Shaoru Wang
Yutong Kou
Zeming Li
Liang Li
Congxuan Zhang
Xiaoqin Zhang
Yizheng Wang
Weiming Hu
281
5
0
18 Apr 2024
Multi-Objective Hardware Aware Neural Architecture Search using Hardware
  Cost Diversity
Multi-Objective Hardware Aware Neural Architecture Search using Hardware Cost Diversity
Nilotpal Sinha
Peyman Rostami
Abd El Rahman Shabayek
Anis Kacem
Djamila Aouada
258
5
0
15 Apr 2024
TMPQ-DM: Joint Timestep Reduction and Quantization Precision Selection
  for Efficient Diffusion Models
TMPQ-DM: Joint Timestep Reduction and Quantization Precision Selection for Efficient Diffusion Models
Haojun Sun
Chen Tang
Zhi Wang
Yuan Meng
Jingyan Jiang
Cheng Wang
Wenwu Zhu
MQ
286
7
0
15 Apr 2024
Differentiable Search for Finding Optimal Quantization Strategy
Differentiable Search for Finding Optimal Quantization Strategy
Lianqiang Li
Chenqian Yan
Yefei Chen
MQ
297
2
0
10 Apr 2024
ApproxDARTS: Differentiable Neural Architecture Search with Approximate
  Multipliers
ApproxDARTS: Differentiable Neural Architecture Search with Approximate Multipliers
Michal Pinos
Lukás Sekanina
Vojtěch Mrázek
MQ
177
2
0
08 Apr 2024
Lightweight Deep Learning for Resource-Constrained Environments: A
  Survey
Lightweight Deep Learning for Resource-Constrained Environments: A Survey
Hou-I Liu
Marco Galindo
Hongxia Xie
Lai-Kuan Wong
Hong-Han Shuai
Yung-Hui Li
Wen-Huang Cheng
362
151
0
08 Apr 2024
On the Surprising Efficacy of Distillation as an Alternative to
  Pre-Training Small Models
On the Surprising Efficacy of Distillation as an Alternative to Pre-Training Small Models
Sean Farhat
Deming Chen
239
0
0
04 Apr 2024
LancBiO: dynamic Lanczos-aided bilevel optimization via Krylov subspace
LancBiO: dynamic Lanczos-aided bilevel optimization via Krylov subspaceInternational Conference on Learning Representations (ICLR), 2024
Bin Gao
Yan Yang
Ya-xiang Yuan
344
3
0
04 Apr 2024
Insights from the Use of Previously Unseen Neural Architecture Search
  Datasets
Insights from the Use of Previously Unseen Neural Architecture Search DatasetsComputer Vision and Pattern Recognition (CVPR), 2024
Rob Geada
David Towers
M. Forshaw
Amir Atapour-Abarghouei
A. Mcgough
301
5
0
02 Apr 2024
Instance-Aware Group Quantization for Vision Transformers
Instance-Aware Group Quantization for Vision Transformers
Jaehyeon Moon
Jeimin Jeon
Junyong Cheon
Bumsub Ham
MQViT
251
15
0
01 Apr 2024
Reusable Architecture Growth for Continual Stereo Matching
Reusable Architecture Growth for Continual Stereo Matching
Chenghao Zhang
Gaofeng Meng
Bin Fan
Kun Tian
Zhaoxiang Zhang
Shiming Xiang
Chunhong Pan
3DV
318
5
0
30 Mar 2024
AZ-NAS: Assembling Zero-Cost Proxies for Network Architecture Search
AZ-NAS: Assembling Zero-Cost Proxies for Network Architecture Search
Junghyup Lee
Bumsub Ham
202
27
0
28 Mar 2024
Tiny Machine Learning: Progress and Futures
Tiny Machine Learning: Progress and Futures
Ji Lin
Ligeng Zhu
Wei-Ming Chen
Wei-Chen Wang
Song Han
262
117
0
28 Mar 2024
ALoRA: Allocating Low-Rank Adaptation for Fine-tuning Large Language
  Models
ALoRA: Allocating Low-Rank Adaptation for Fine-tuning Large Language Models
Zequan Liu
Jiawen Lyn
Wei-wei Zhu
Xing Tian
Yvette Graham
OffRL
355
35
0
24 Mar 2024
Once for Both: Single Stage of Importance and Sparsity Search for Vision
  Transformer Compression
Once for Both: Single Stage of Importance and Sparsity Search for Vision Transformer CompressionComputer Vision and Pattern Recognition (CVPR), 2024
Hancheng Ye
Chong Yu
Peng Ye
Renqiu Xia
Yansong Tang
Jiwen Lu
Tao Chen
Bo Zhang
227
9
0
23 Mar 2024
PNAS-MOT: Multi-Modal Object Tracking with Pareto Neural Architecture
  Search
PNAS-MOT: Multi-Modal Object Tracking with Pareto Neural Architecture SearchIEEE Robotics and Automation Letters (RA-L), 2024
Chensheng Peng
Zhaoyu Zeng
Jinling Gao
Jundong Zhou
Masayoshi Tomizuka
Xinbing Wang
Cheng Zhou
Nanyang Ye
VOT
277
18
0
23 Mar 2024
Your Image is My Video: Reshaping the Receptive Field via Image-To-Video
  Differentiable AutoAugmentation and Fusion
Your Image is My Video: Reshaping the Receptive Field via Image-To-Video Differentiable AutoAugmentation and FusionComputer Vision and Pattern Recognition (CVPR), 2024
S. Casarin
C. Ugwu
Sergio Escalera
Oswald Lanz
257
0
0
22 Mar 2024
emoDARTS: Joint Optimisation of CNN & Sequential Neural Network
  Architectures for Superior Speech Emotion Recognition
emoDARTS: Joint Optimisation of CNN & Sequential Neural Network Architectures for Superior Speech Emotion Recognition
Thejan Rajapakshe
R. Rana
Sara Khalifa
Berrak Sisman
Bjorn W. Schuller
John H. L. Hansen
AI4TS
144
2
0
21 Mar 2024
Building Optimal Neural Architectures using Interpretable Knowledge
Building Optimal Neural Architectures using Interpretable Knowledge
Keith G. Mills
Fred X. Han
Mohammad Salameh
Shengyao Lu
Chunhua Zhou
Jiao He
Fengyu Sun
Di Niu
179
4
0
20 Mar 2024
Robust NAS under adversarial training: benchmark, theory, and beyond
Robust NAS under adversarial training: benchmark, theory, and beyond
Yongtao Wu
Fanghui Liu
Carl-Johann Simon-Gabriel
Grigorios G. Chrysos
Volkan Cevher
AAMLOOD
272
9
0
19 Mar 2024
Generalizable and Stable Finetuning of Pretrained Language Models on
  Low-Resource Texts
Generalizable and Stable Finetuning of Pretrained Language Models on Low-Resource Texts
Sai Ashish Somayajula
Youwei Liang
Abhishek Singh
Li Zhang
Pengtao Xie
230
4
0
19 Mar 2024
BiLoRA: A Bi-level Optimization Framework for Overfitting-Resilient
  Low-Rank Adaptation of Large Pre-trained Models
BiLoRA: A Bi-level Optimization Framework for Overfitting-Resilient Low-Rank Adaptation of Large Pre-trained Models
Rushi Qiang
Ruiyi Zhang
Pengtao Xie
AI4CE
156
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0
19 Mar 2024
ERASE: Benchmarking Feature Selection Methods for Deep Recommender
  Systems
ERASE: Benchmarking Feature Selection Methods for Deep Recommender Systems
Pengyue Jia
Yejing Wang
Zhaochen Du
Xiangyu Zhao
Yichao Wang
Bo Chen
Wanyu Wang
Huifeng Guo
Ruiming Tang
222
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Automated Contrastive Learning Strategy Search for Time Series
Automated Contrastive Learning Strategy Search for Time Series
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Yansen Wang
Guoxin Sui
Jing Hong
Jingrui He
Yuqing Yang
Dongsheng Li
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TrajectoryNAS: A Neural Architecture Search for Trajectory Prediction
TrajectoryNAS: A Neural Architecture Search for Trajectory PredictionItalian National Conference on Sensors (INS), 2024
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Ali Zoljodi
Masoud Daneshtalab
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LLM Guided Evolution -- The Automation of Models Advancing ModelsAnnual Conference on Genetic and Evolutionary Computation (GECCO), 2024
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Michael Jurado
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Boosting Order-Preserving and Transferability for Neural Architecture
  Search: a Joint Architecture Refined Search and Fine-tuning Approach
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Beichen Zhang
Xiaoxing Wang
Xiaohan Qin
Junchi Yan
274
6
0
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