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1806.09055
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DARTS: Differentiable Architecture Search
24 June 2018
Hanxiao Liu
Karen Simonyan
Yiming Yang
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Papers citing
"DARTS: Differentiable Architecture Search"
50 / 2,370 papers shown
Generative Teaching Networks: Accelerating Neural Architecture Search by Learning to Generate Synthetic Training Data
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Aditya Rawal
Joel Lehman
Kenneth O. Stanley
Jeff Clune
DD
308
173
0
17 Dec 2019
UNAS: Differentiable Architecture Search Meets Reinforcement Learning
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Arash Vahdat
Arun Mallya
Ming-Yuan Liu
Jan Kautz
143
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16 Dec 2019
STEERAGE: Synthesis of Neural Networks Using Architecture Search and Grow-and-Prune Methods
Shayan Hassantabar
Xiaoliang Dai
N. Jha
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100
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12 Dec 2019
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David Friede
Jovita Lukasik
Heiner Stuckenschmidt
Margret Keuper
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147
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0
11 Dec 2019
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Xianzhi Du
Nayeon Lee
Pengchong Jin
Golnaz Ghiasi
Mingxing Tan
Huayu Chen
Quoc V. Le
Xiaodan Song
299
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10 Dec 2019
Advances and Open Problems in Federated Learning
Peter Kairouz
H. B. McMahan
Brendan Avent
A. Bellet
M. Bennis
...
Zheng Xu
Qiang Yang
Felix X. Yu
Han Yu
Sen Zhao
FedML
AI4CE
666
7,599
0
10 Dec 2019
Efficient Differentiable Neural Architecture Search with Meta Kernels
Shoufa Chen
Yunpeng Chen
Shuicheng Yan
Jiashi Feng
144
20
0
10 Dec 2019
Winning the Lottery with Continuous Sparsification
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Pedro H. P. Savarese
Hugo Silva
Michael Maire
383
150
0
10 Dec 2019
Dynamic Convolution: Attention over Convolution Kernels
Computer Vision and Pattern Recognition (CVPR), 2019
Yinpeng Chen
Xiyang Dai
Xiyang Dai
Dongdong Chen
Lu Yuan
Zicheng Liu
356
1,171
0
07 Dec 2019
Multi-Objective Evolutionary Design of Deep Convolutional Neural Networks for Image Classification
Zhichao Lu
Ian Whalen
Yashesh D. Dhebar
Kalyanmoy Deb
E. Goodman
W. Banzhaf
Vishnu Boddeti
222
11
0
03 Dec 2019
EDAS: Efficient and Differentiable Architecture Search
H. Hong
Pyunghwan Ahn
Junmo Kim
MQ
78
2
0
03 Dec 2019
MnasFPN: Learning Latency-aware Pyramid Architecture for Object Detection on Mobile Devices
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Bo Chen
Golnaz Ghiasi
Hanxiao Liu
Nayeon Lee
Dmitry Kalenichenko
Hartwig Adam
Quoc V. Le
ObjD
184
56
0
02 Dec 2019
Neural Predictor for Neural Architecture Search
European Conference on Computer Vision (ECCV), 2019
W. Wen
Hanxiao Liu
Xue Yang
Yiran Chen
Gabriel Bender
Pieter-Jan Kindermans
257
222
0
02 Dec 2019
GroSS: Group-Size Series Decomposition for Grouped Architecture Search
Henry Howard-Jenkins
Yiwen Li
V. Prisacariu
205
0
0
02 Dec 2019
DEGAS: Differentiable Efficient Generator Search
Sivan Doveh
Raja Giryes
236
23
0
02 Dec 2019
Adaptive Divergence for Rapid Adversarial Optimization
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M. Borisyak
T. Gaintseva
Andrey Ustyuzhanin
87
0
0
01 Dec 2019
MetAdapt: Meta-Learned Task-Adaptive Architecture for Few-Shot Classification
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Sivan Doveh
Eli Schwartz
Chao Xue
Rogerio Feris
A. Bronstein
Raja Giryes
Leonid Karlinsky
261
17
0
01 Dec 2019
SGAS: Sequential Greedy Architecture Search
Computer Vision and Pattern Recognition (CVPR), 2019
Ge Li
Guocheng Qian
Itzel C. Delgadillo
Matthias Muller
Ali K. Thabet
Guohao Li
3DPC
263
207
0
30 Nov 2019
Blockwisely Supervised Neural Architecture Search with Knowledge Distillation
Computer Vision and Pattern Recognition (CVPR), 2019
Changlin Li
Jiefeng Peng
Liuchun Yuan
Guangrun Wang
Xiaodan Liang
Liang Lin
Xiaojun Chang
353
195
0
29 Nov 2019
Towards Oracle Knowledge Distillation with Neural Architecture Search
AAAI Conference on Artificial Intelligence (AAAI), 2019
Minsoo Kang
Jonghwan Mun
Bohyung Han
FedML
279
47
0
29 Nov 2019
AdaShare: Learning What To Share For Efficient Deep Multi-Task Learning
Neural Information Processing Systems (NeurIPS), 2019
Ximeng Sun
Yikang Shen
Rogerio Feris
Kate Saenko
286
306
0
27 Nov 2019
Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search
European Conference on Computer Vision (ECCV), 2019
Xiangxiang Chu
Tianbao Zhou
Bo Zhang
Jixiang Li
356
340
0
27 Nov 2019
Ranking architectures using meta-learning
Alina Dubatovka
Efi Kokiopoulou
L. Sbaiz
Andrea Gesmundo
Gábor Bartók
Jesse Berent
98
1
0
26 Nov 2019
"You might also like this model": Data Driven Approach for Recommending Deep Learning Models for Unknown Image Datasets
Christian Schroeder de Witt
Riddhiman Dasgupta
A. Sankaran
Srikanth G. Tamilselvam
Senthil Mani
218
0
0
26 Nov 2019
Meta-Learning of Neural Architectures for Few-Shot Learning
Computer Vision and Pattern Recognition (CVPR), 2019
T. Elsken
B. Staffler
J. H. Metzen
Katharina Eggensperger
349
159
0
25 Nov 2019
Binarized Neural Architecture Search
AAAI Conference on Artificial Intelligence (AAAI), 2019
Hanlin Chen
Lian Zhuo
Baochang Zhang
Xiawu Zheng
Jianzhuang Liu
David Doermann
Rongrong Ji
MQ
240
27
0
25 Nov 2019
When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks
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Minghao Guo
Yuzhe Yang
Rui Xu
Ziwei Liu
Dahua Lin
AAML
OOD
403
168
0
25 Nov 2019
Exploiting Operation Importance for Differentiable Neural Architecture Search
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2019
Xukai Xie
Yuan Zhou
S. Kung
161
39
0
24 Nov 2019
Optimizing Data Usage via Differentiable Rewards
International Conference on Machine Learning (ICML), 2019
Xinyi Wang
Hieu H. Pham
Paul Michel
Antonios Anastasopoulos
J. Carbonell
Graham Neubig
395
66
0
22 Nov 2019
SM-NAS: Structural-to-Modular Neural Architecture Search for Object Detection
AAAI Conference on Artificial Intelligence (AAAI), 2019
Lewei Yao
Hang Xu
Wei Zhang
Xiaodan Liang
Zhenguo Li
247
82
0
22 Nov 2019
Performance Effectiveness of Multimedia Information Search Using the Epsilon-Greedy Algorithm
International Conference on Machine Learning and Applications (ICMLA), 2019
Nikki Lijing Kuang
C. Leung
99
10
0
22 Nov 2019
Measuring Uncertainty through Bayesian Learning of Deep Neural Network Structure
Zhijie Deng
Yucen Luo
Jun Zhu
Bo Zhang
UQCV
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184
2
0
22 Nov 2019
Fast Sparse ConvNets
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Erich Elsen
Marat Dukhan
Trevor Gale
Karen Simonyan
288
158
0
21 Nov 2019
Customized Graph Embedding: Tailoring Embedding Vectors to different Applications
Bitan Hou
Yujing Wang
Ming Zeng
Shan Jiang
Ole J. Mengshoel
Yunhai Tong
Jing Bai
87
2
0
21 Nov 2019
Bridging the Gap between Sample-based and One-shot Neural Architecture Search with BONAS
Han Shi
Renjie Pi
Hang Xu
Zhenguo Li
James T. Kwok
Tong Zhang
388
32
0
21 Nov 2019
Data Proxy Generation for Fast and Efficient Neural Architecture Search
Minje Park
113
4
0
21 Nov 2019
AutoShrink: A Topology-aware NAS for Discovering Efficient Neural Architecture
AAAI Conference on Artificial Intelligence (AAAI), 2019
Tunhou Zhang
Hsin-Pai Cheng
Zhenwen Li
Feng Yan
Chengyu Huang
Xue Yang
Yiran Chen
135
9
0
21 Nov 2019
Search to Distill: Pearls are Everywhere but not the Eyes
Computer Vision and Pattern Recognition (CVPR), 2019
Yu Liu
Xuhui Jia
Mingxing Tan
Raviteja Vemulapalli
Yukun Zhu
Bradley Green
Xiaogang Wang
283
71
0
20 Nov 2019
Hybrid Composition with IdleBlock: More Efficient Networks for Image Recognition
Bing Xu
Andrew Tulloch
Yunpeng Chen
Xiaomeng Yang
Lin Qiao
129
4
0
19 Nov 2019
IC-Network: Efficient Structure for Convolutional Neural Networks
Junyi An
Fengshan Liu
Jian Zhao
S. Furao
182
0
0
19 Nov 2019
ISP4ML: Understanding the Role of Image Signal Processing in Efficient Deep Learning Vision Systems
Patrick Hansen
Alexey Vilkin
Yu. V. Khrustalev
J. Imber
David Hanwell
Matthew Mattina
P. Whatmough
VLM
322
10
0
18 Nov 2019
ImmuNeCS: Neural Committee Search by an Artificial Immune System
L. Frachon
Wei Pang
George Macleod Coghill
168
9
0
18 Nov 2019
Fine-Grained Neural Architecture Search
Heewon Kim
Seokil Hong
Bohyung Han
Heesoo Myeong
Kyoung Mu Lee
AI4CE
114
13
0
18 Nov 2019
Interstellar: Searching Recurrent Architecture for Knowledge Graph Embedding
Yongqi Zhang
Quanming Yao
Lei Chen
172
4
0
17 Nov 2019
S2DNAS:Transforming Static CNN Model for Dynamic Inference via Neural Architecture Search
European Conference on Computer Vision (ECCV), 2019
Zhihang Yuan
Bingzhe Wu
Zheng Liang
Shiwan Zhao
Weichen Bi
Guangyu Sun
190
32
0
16 Nov 2019
Automatic Design of CNNs via Differentiable Neural Architecture Search for PolSAR Image Classification
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2019
Hongwei Dong
Siyu Zhang
B. Zou
Lamei Zhang
191
52
0
16 Nov 2019
Faster AutoAugment: Learning Augmentation Strategies using Backpropagation
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Ryuichiro Hataya
Jan Zdenek
Kazuki Yoshizoe
Hideki Nakayama
257
228
0
16 Nov 2019
Learning Graph Convolutional Network for Skeleton-based Human Action Recognition by Neural Searching
AAAI Conference on Artificial Intelligence (AAAI), 2019
Wei Peng
Xiaopeng Hong
Zhaodong Sun
Guoying Zhao
GNN
243
348
0
11 Nov 2019
Meta Label Correction for Noisy Label Learning
AAAI Conference on Artificial Intelligence (AAAI), 2019
Guoqing Zheng
Ahmed Hassan Awadallah
S. Dumais
NoLa
OffRL
308
224
0
10 Nov 2019
RAPDARTS: Resource-Aware Progressive Differentiable Architecture Search
IEEE International Joint Conference on Neural Network (IJCNN), 2019
Sam Green
C. Vineyard
Ryan L. Helinski
Ç. Koç
94
3
0
08 Nov 2019
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