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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
Joint Multi-Dimension Pruning via Numerical Gradient Update
Joint Multi-Dimension Pruning via Numerical Gradient Update
Zechun Liu
Xinming Zhang
Zhiqiang Shen
Zhe Li
Yichen Wei
Kwang-Ting Cheng
Jian Sun
180
20
0
18 May 2020
Optimizing Neural Architecture Search using Limited GPU Time in a
  Dynamic Search Space: A Gene Expression Programming Approach
Optimizing Neural Architecture Search using Limited GPU Time in a Dynamic Search Space: A Gene Expression Programming Approach
J. H. Alves
L. F. Oliveira
80
5
0
15 May 2020
Progressive Automatic Design of Search Space for One-Shot Neural
  Architecture Search
Progressive Automatic Design of Search Space for One-Shot Neural Architecture Search
Xin Xia
Xuefeng Xiao
Xing Wang
Min Zheng
201
20
0
15 May 2020
PENNI: Pruned Kernel Sharing for Efficient CNN Inference
PENNI: Pruned Kernel Sharing for Efficient CNN Inference
Shiyu Li
Edward Hanson
Xue Yang
Yiran Chen
166
22
0
14 May 2020
Bayesian Bits: Unifying Quantization and Pruning
Bayesian Bits: Unifying Quantization and Pruning
M. V. Baalen
Christos Louizos
Markus Nagel
Rana Ali Amjad
Ying Wang
Tijmen Blankevoort
Max Welling
MQ
386
135
0
14 May 2020
Dynamic Sparse Training: Find Efficient Sparse Network From Scratch With
  Trainable Masked Layers
Dynamic Sparse Training: Find Efficient Sparse Network From Scratch With Trainable Masked Layers
Junjie Liu
Zhe Xu
Runbin Shi
R. Cheung
Hayden Kwok-Hay So
185
132
0
14 May 2020
A Semi-Supervised Assessor of Neural Architectures
A Semi-Supervised Assessor of Neural Architectures
Yehui Tang
Yunhe Wang
Yixing Xu
Hanting Chen
Chunjing Xu
Boxin Shi
Chao Xu
Qi Tian
Chang Xu
208
74
0
14 May 2020
Neural Architecture Search for Gliomas Segmentation on Multimodal
  Magnetic Resonance Imaging
Neural Architecture Search for Gliomas Segmentation on Multimodal Magnetic Resonance Imaging
Feifan Wang
154
6
0
13 May 2020
Binarizing MobileNet via Evolution-based Searching
Binarizing MobileNet via Evolution-based Searching
Hai T. Phan
Zechun Liu
Dang T. Huynh
Marios Savvides
Kwang-Ting Cheng
Zhiqiang Shen
3DVMQ
270
47
0
13 May 2020
DARTS-ASR: Differentiable Architecture Search for Multilingual Speech
  Recognition and Adaptation
DARTS-ASR: Differentiable Architecture Search for Multilingual Speech Recognition and Adaptation
Yi-Chen Chen
Jui-Yang Hsu
Cheng-Kuang Lee
Hung-yi Lee
224
33
0
13 May 2020
RSO: A Gradient Free Sampling Based Approach For Training Deep Neural
  Networks
RSO: A Gradient Free Sampling Based Approach For Training Deep Neural Networks
Rohun Tripathi
Bharat Singh
111
8
0
12 May 2020
Neural Architecture Transfer
Neural Architecture Transfer
Zhichao Lu
Gautam Sreekumar
E. Goodman
W. Banzhaf
Kalyanmoy Deb
Vishnu Boddeti
AAML
274
151
0
12 May 2020
schuBERT: Optimizing Elements of BERT
schuBERT: Optimizing Elements of BERT
A. Khetan
Zohar Karnin
197
32
0
09 May 2020
AutoCLINT: The Winning Method in AutoCV Challenge 2019
AutoCLINT: The Winning Method in AutoCV Challenge 2019
Woonhyuk Baek
Ildoo Kim
Sungwoong Kim
Sungbin Lim
181
2
0
09 May 2020
Noisy Differentiable Architecture Search
Noisy Differentiable Architecture Search
Xiangxiang Chu
Bo Zhang
217
44
0
07 May 2020
DMCP: Differentiable Markov Channel Pruning for Neural Networks
DMCP: Differentiable Markov Channel Pruning for Neural Networks
Shaopeng Guo
Yujie Wang
Quanquan Li
Junjie Yan
235
185
0
07 May 2020
AutoSpeech: Neural Architecture Search for Speaker Recognition
AutoSpeech: Neural Architecture Search for Speaker Recognition
Shaojin Ding
Tianlong Chen
Xinyu Gong
Weiwei Zha
Zinan Lin
187
61
0
07 May 2020
Learning, transferring, and recommending performance knowledge with
  Monte Carlo tree search and neural networks
Learning, transferring, and recommending performance knowledge with Monte Carlo tree search and neural networks
Don M. Dini
54
0
0
06 May 2020
Exploring the Loss Landscape in Neural Architecture Search
Exploring the Loss Landscape in Neural Architecture SearchConference on Uncertainty in Artificial Intelligence (UAI), 2020
Colin White
Sam Nolen
Yash Savani
325
33
0
06 May 2020
Learning Architectures from an Extended Search Space for Language
  Modeling
Learning Architectures from an Extended Search Space for Language ModelingAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Yinqiao Li
Chi Hu
Yuhao Zhang
Nuo Xu
Yufan Jiang
Tong Xiao
Jingbo Zhu
Tongran Liu
Changliang Li
155
10
0
06 May 2020
EDD: Efficient Differentiable DNN Architecture and Implementation
  Co-search for Embedded AI Solutions
EDD: Efficient Differentiable DNN Architecture and Implementation Co-search for Embedded AI SolutionsDesign Automation Conference (DAC), 2020
Yuhong Li
Cong Hao
Xiaofan Zhang
Xinheng Liu
Yao Chen
Jinjun Xiong
Wen-mei W. Hwu
Deming Chen
134
80
0
06 May 2020
Adaptive Interaction Modeling via Graph Operations Search
Adaptive Interaction Modeling via Graph Operations SearchComputer Vision and Pattern Recognition (CVPR), 2020
Haoxin Li
Weishi Zheng
Yu Tao
Haifeng Hu
Jianhuang Lai
148
6
0
05 May 2020
CP-NAS: Child-Parent Neural Architecture Search for Binary Neural
  Networks
CP-NAS: Child-Parent Neural Architecture Search for Binary Neural Networks
Lian Zhuo
Baochang Zhang
Hanlin Chen
Linlin Yang
Chong Chen
Y. Zhu
David Doermann
MQ
251
1
0
30 Apr 2020
Learning Deformable Image Registration from Optimization: Perspective,
  Modules, Bilevel Training and Beyond
Learning Deformable Image Registration from Optimization: Perspective, Modules, Bilevel Training and BeyondIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Risheng Liu
Zi Li
Xin-Yue Fan
Chenying Zhao
Hao Huang
Zhongxuan Luo
3DH
293
42
0
30 Apr 2020
MobileDets: Searching for Object Detection Architectures for Mobile
  Accelerators
MobileDets: Searching for Object Detection Architectures for Mobile AcceleratorsComputer Vision and Pattern Recognition (CVPR), 2020
Yunyang Xiong
Hanxiao Liu
Suyog Gupta
Berkin Akin
Gabriel Bender
Yongzhe Wang
Pieter-Jan Kindermans
Mingxing Tan
Vikas Singh
Bo Chen
ObjD
208
149
0
30 Apr 2020
Breaking (Global) Barriers in Parallel Stochastic Optimization with Wait-Avoiding Group Averaging
Breaking (Global) Barriers in Parallel Stochastic Optimization with Wait-Avoiding Group AveragingIEEE Transactions on Parallel and Distributed Systems (TPDS), 2020
Shigang Li
Tal Ben-Nun
Giorgi Nadiradze
Salvatore Di Girolamo
Nikoli Dryden
Dan Alistarh
Torsten Hoefler
422
15
0
30 Apr 2020
Teaching Cameras to Feel: Estimating Tactile Physical Properties of
  Surfaces From Images
Teaching Cameras to Feel: Estimating Tactile Physical Properties of Surfaces From ImagesEuropean Conference on Computer Vision (ECCV), 2020
Matthew Purri
Kristin J. Dana
124
20
0
29 Apr 2020
Angle-based Search Space Shrinking for Neural Architecture Search
Angle-based Search Space Shrinking for Neural Architecture SearchEuropean Conference on Computer Vision (ECCV), 2020
Yiming Hu
Yuding Liang
Zichao Guo
Ruosi Wan
Xinming Zhang
Yichen Wei
Qingyi Gu
Jian Sun
246
67
0
28 Apr 2020
Multi-Task Learning for Dense Prediction Tasks: A Survey
Multi-Task Learning for Dense Prediction Tasks: A Survey
Simon Vandenhende
Stamatios Georgoulis
Wouter Van Gansbeke
Marc Proesmans
Dengxin Dai
Luc Van Gool
CVBM
327
84
0
28 Apr 2020
First return, then explore
First return, then exploreNature (Nature), 2020
Adrien Ecoffet
Joost Huizinga
Joel Lehman
Kenneth O. Stanley
Jeff Clune
721
410
0
27 Apr 2020
AutoHR: A Strong End-to-end Baseline for Remote Heart Rate Measurement
  with Neural Searching
AutoHR: A Strong End-to-end Baseline for Remote Heart Rate Measurement with Neural SearchingIEEE Signal Processing Letters (IEEE SPL), 2020
Zitong Yu
Amritpal Singh
Xuesong Niu
Jingang Shi
Guoying Zhao
107
156
0
26 Apr 2020
Deep Multimodal Neural Architecture Search
Deep Multimodal Neural Architecture SearchACM Multimedia (ACM MM), 2020
Zhou Yu
Yuhao Cui
Jun-chen Yu
Meng Wang
Dacheng Tao
Qi Tian
165
108
0
25 Apr 2020
Automatic low-bit hybrid quantization of neural networks through meta
  learning
Automatic low-bit hybrid quantization of neural networks through meta learning
Tao Wang
Junsong Wang
Chang Xu
Chao Xue
MQ
91
2
0
24 Apr 2020
Intermittent Inference with Nonuniformly Compressed Multi-Exit Neural
  Network for Energy Harvesting Powered Devices
Intermittent Inference with Nonuniformly Compressed Multi-Exit Neural Network for Energy Harvesting Powered Devices
Yawen Wu
Zhepeng Wang
Zhenge Jia
Yiyu Shi
Jiaxi Hu
179
61
0
23 Apr 2020
ResNeSt: Split-Attention Networks
ResNeSt: Split-Attention Networks
Hang Zhang
Chongruo Wu
Zhongyue Zhang
Yi Zhu
Yanghua Peng
...
Tong He
Jonas W. Mueller
R. Manmatha
Mu Li
Alex Smola
484
1,650
0
19 Apr 2020
Superkernel Neural Architecture Search for Image Denoising
Superkernel Neural Architecture Search for Image Denoising
Marcin Mo.zejko
Tomasz Latkowski
Lukasz Treszczotko
Michal Szafraniuk
K. Trojanowski
SupR
110
16
0
19 Apr 2020
On the Synergies between Machine Learning and Binocular Stereo for Depth
  Estimation from Images: a Survey
On the Synergies between Machine Learning and Binocular Stereo for Depth Estimation from Images: a Survey
Matteo Poggi
Fabio Tosi
Konstantinos Batsos
Philippos Mordohai
S. Mattoccia
3DVMDE
318
15
0
18 Apr 2020
Towards Non-I.I.D. and Invisible Data with FedNAS: Federated Deep
  Learning via Neural Architecture Search
Towards Non-I.I.D. and Invisible Data with FedNAS: Federated Deep Learning via Neural Architecture Search
Chaoyang He
M. Annavaram
A. Avestimehr
OODFedML
220
94
0
18 Apr 2020
Organ at Risk Segmentation for Head and Neck Cancer using Stratified
  Learning and Neural Architecture Search
Organ at Risk Segmentation for Head and Neck Cancer using Stratified Learning and Neural Architecture SearchComputer Vision and Pattern Recognition (CVPR), 2020
Dazhou Guo
D. Jin
Zhuotun Zhu
T. Ho
Adam P. Harrison
Chun-Hung Chao
Jing Xiao
Alan Yuille
Chien-Yu Lin
Le Lu
171
62
0
17 Apr 2020
Fitting the Search Space of Weight-sharing NAS with Graph Convolutional
  Networks
Fitting the Search Space of Weight-sharing NAS with Graph Convolutional NetworksAAAI Conference on Artificial Intelligence (AAAI), 2020
Xin Chen
Lingxi Xie
Jun Wu
Longhui Wei
Yuhui Xu
Qi Tian
129
15
0
17 Apr 2020
GEVO: GPU Code Optimization using Evolutionary Computation
GEVO: GPU Code Optimization using Evolutionary ComputationACM Transactions on Architecture and Code Optimization (TACO) (TACO), 2020
Jhe-Yu Liou
Xiaodong Wang
Stephanie Forrest
Carole-Jean Wu
255
2
0
17 Apr 2020
Geometry-Aware Gradient Algorithms for Neural Architecture Search
Geometry-Aware Gradient Algorithms for Neural Architecture SearchInternational Conference on Learning Representations (ICLR), 2020
Liam Li
M. Khodak
Maria-Florina Balcan
Ameet Talwalkar
450
71
0
16 Apr 2020
Distributed Evolution of Deep Autoencoders
Distributed Evolution of Deep Autoencoders
Jeff Hajewski
Suely Oliveira
Xiaoyu Xing
196
6
0
16 Apr 2020
Rethinking Differentiable Search for Mixed-Precision Neural Networks
Rethinking Differentiable Search for Mixed-Precision Neural NetworksComputer Vision and Pattern Recognition (CVPR), 2020
Zhaowei Cai
Nuno Vasconcelos
MQ
155
141
0
13 Apr 2020
FBNetV2: Differentiable Neural Architecture Search for Spatial and
  Channel Dimensions
FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel DimensionsComputer Vision and Pattern Recognition (CVPR), 2020
Alvin Wan
Xiaoliang Dai
Peizhao Zhang
Zijian He
Yuandong Tian
...
Matthew Yu
Tao Xu
Kan Chen
Peter Vajda
Joseph E. Gonzalez
197
320
0
12 Apr 2020
Meta-Learning in Neural Networks: A Survey
Meta-Learning in Neural Networks: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Timothy M. Hospedales
Antreas Antoniou
P. Micaelli
Amos Storkey
OOD
767
2,421
0
11 Apr 2020
ModuleNet: Knowledge-inherited Neural Architecture Search
ModuleNet: Knowledge-inherited Neural Architecture SearchIEEE Transactions on Cybernetics (IEEE Trans. Cybern.), 2020
Yaran Chen
Ruiyuan Gao
Fenggang Liu
Dongbin Zhao
KELM
171
35
0
10 Apr 2020
Spatiotemporal Fusion in 3D CNNs: A Probabilistic View
Spatiotemporal Fusion in 3D CNNs: A Probabilistic ViewComputer Vision and Pattern Recognition (CVPR), 2020
Yizhou Zhou
Xiaoyan Sun
Chong Luo
Zhengjun Zha
Wenjun Zeng
3DPC
174
24
0
10 Apr 2020
Online Meta-Learning for Multi-Source and Semi-Supervised Domain
  Adaptation
Online Meta-Learning for Multi-Source and Semi-Supervised Domain AdaptationEuropean Conference on Computer Vision (ECCV), 2020
Da Li
Timothy M. Hospedales
232
109
0
09 Apr 2020
Feature Pyramid Grids
Feature Pyramid Grids
Kai-xiang Chen
Yuhang Cao
Chen Change Loy
Dahua Lin
Christoph Feichtenhofer
203
60
0
07 Apr 2020
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