Papers citing 'DARTS: Differentiable Architecture Search'

Title
BayesNAS: A Bayesian Approach for Neural Architecture SearchInternational Conference on Machine Learning (ICML), 2019 Hongpeng Zhou Minghao Yang Jun Wang Wei Pan BDL 250 216 0 13 May 2019
Dynamic Routing Networks Shaofeng Cai Yao Shu Wei Wang Beng Chin Ooi 284 3 0 13 May 2019
Budgeted Training: Rethinking Deep Neural Network Training Under Resource ConstraintsInternational Conference on Learning Representations (ICLR), 2019 Mengtian Li Ersin Yumer Deva Ramanan 229 52 0 12 May 2019
Single-Path NAS: Device-Aware Efficient ConvNet Design Dimitrios Stamoulis Ruizhou Ding Di Wang Dimitrios Lymberopoulos B. Priyantha J. Tang Diana Marculescu 137 18 0 10 May 2019
EENA: Efficient Evolution of Neural Architecture Hui Zhu Zhulin An Chuanguang Yang Kaiqiang Xu Erhu Zhao Yongjun Xu 3DV 209 43 0 10 May 2019
Neural Architecture Refinement: A Practical Way for Avoiding Overfitting in NAS Yangzhou Jiang Cong Zhao Zeyang Dou Lei Pang 130 5 0 07 May 2019
Searching for MobileNetV3IEEE International Conference on Computer Vision (ICCV), 2019 Andrew G. Howard Mark Sandler Grace Chu Liang-Chieh Chen Bo Chen ... Yukun Zhu Ruoming Pang Vijay Vasudevan Quoc V. Le Hartwig Adam 1.1K 8,257 0 06 May 2019
Fast and Reliable Architecture Selection for Convolutional Neural NetworksThe European Symposium on Artificial Neural Networks (ESANN), 2019 Lukas Hahn L. Roese-Koerner Klaus Friedrichs A. Kummert 98 0 0 06 May 2019
Differentiable Architecture Search with Ensemble Gumbel-Softmax Jianlong Chang Xinbang Zhang Yiwen Guo Gaofeng Meng Shiming Xiang Chunhong Pan 3DPC 99 19 0 06 May 2019
A Survey on Neural Architecture Search Martin Wistuba Ambrish Rawat Tejaswini Pedapati AI4CE 219 277 0 04 May 2019
Progressive Differentiable Architecture Search: Bridging the Depth Gap between Search and EvaluationIEEE International Conference on Computer Vision (ICCV), 2019 Xin Chen Lingxi Xie Jun Wu Qi Tian AI4TS MQ 315 702 0 29 Apr 2019
AutoSF: Searching Scoring Functions for Knowledge Graph Embedding Yongqi Zhang Quanming Yao Wenyuan Dai Lei Chen 289 88 0 26 Apr 2019
Blurring the Line Between Structure and Learning to Optimize and Adapt Receptive Fields Evan Shelhamer Yi Xu Trevor Darrell 120 35 0 25 Apr 2019
D-VAE: A Variational Autoencoder for Directed Acyclic Graphs Muhan Zhang Shali Jiang Zhicheng Cui Roman Garnett Yixin Chen GNN BDL CML 321 222 0 24 Apr 2019
Plug-in, Trainable Gate for Streamlining Arbitrary Neural Networks Jaedeok Kim Chi-youn Park Hyungsik Jung Yoonsuck Choe 107 18 0 24 Apr 2019
Towards Learning of Filter-Level Heterogeneous Compression of Convolutional Neural Networks Y. Zur Chaim Baskin Evgenii Zheltonozhskii Brian Chmiel Itay Evron A. Bronstein A. Mendelson MQ 169 7 0 22 Apr 2019
GraphNAS: Graph Neural Architecture Search with Reinforcement Learning Yang Gao Hong Yang Peng Zhang Chuan Zhou Yue Hu AI4CE GNN 326 114 0 22 Apr 2019
Neural Architecture Search for Deep Face Recognition Ning Zhu CVBM 139 10 0 21 Apr 2019
Language Models with Transformers Chenguang Wang Mu Li Alex Smola 240 130 0 20 Apr 2019
Relay: A High-Level Compiler for Deep Learning Jared Roesch Steven Lyubomirsky Marisa Kirisame Logan Weber Josh Pollock Luis Vega Ziheng Jiang Tianqi Chen T. Moreau Zachary Tatlock 150 21 0 17 Apr 2019
SparseMask: Differentiable Connectivity Learning for Dense Image Prediction Huikai Wu Junge Zhang Kaiqi Huang 3DH 122 19 0 16 Apr 2019
Generalizing from a Few Examples: A Survey on Few-Shot Learning Yaqing Wang Quanming Yao James T. Kwok L. Ni 432 1,986 0 10 Apr 2019
Intra-Ensemble in Neural Networks Yuan Gao Zixiang Cai Chen Sun FedML UQCV 98 6 0 09 Apr 2019
ASAP: Architecture Search, Anneal and Prune Asaf Noy Niv Nayman T. Ridnik Nadav Zamir Sivan Doveh Itamar Friedman Raja Giryes Lihi Zelnik-Manor 230 108 0 08 Apr 2019
Nucleus Neural Network: A Data-driven Self-organized Architecture Jia Liu Maoguo Gong Haibo He 123 2 0 08 Apr 2019
Filter Pruning by Switching to Neighboring CNNs with Good Attributes Yang He Ping Liu Linchao Zhu Yi Yang VLM 169 59 0 08 Apr 2019
WeNet: Weighted Networks for Recurrent Network Architecture Search Zhiheng Huang Bing Xiang 84 4 0 08 Apr 2019
Resource Constrained Neural Network Architecture Search: Will a Submodularity Assumption Help? Yunyang Xiong Ronak R. Mehta Vikas Singh 202 36 0 08 Apr 2019
Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours Dimitrios Stamoulis Ruizhou Ding Di Wang Dimitrios Lymberopoulos B. Priyantha J. Tang Diana Marculescu 237 290 0 05 Apr 2019
FLightNNs: Lightweight Quantized Deep Neural Networks for Fast and Accurate Inference Ruizhou Ding Z. Liu Ting-Wu Chin Diana Marculescu R. D. R. D. Blanton MQ 103 26 0 05 Apr 2019
Template-Based Automatic Search of Compact Semantic Segmentation Architectures Vladimir Nekrasov Chunhua Shen Ian Reid SSeg VLM 108 10 0 04 Apr 2019
Exploring Randomly Wired Neural Networks for Image Recognition Saining Xie Alexander Kirillov Ross B. Girshick Kaiming He 234 378 0 02 Apr 2019
Meta-learning Convolutional Neural Architectures for Multi-target Concrete Defect Classification with the COncrete DEfect BRidge IMage Dataset Martin Mundt Sagnik Majumder S. Murali P. Panetsos Visvanathan Ramesh 92 128 0 02 Apr 2019
Understanding Neural Architecture Search Techniques George Adam Jonathan Lorraine 207 46 0 31 Mar 2019
Single Path One-Shot Neural Architecture Search with Uniform Sampling Zichao Guo Xiangyu Zhang Haoyuan Mu Wen Heng Zechun Liu Yichen Wei Jian Sun 521 992 0 31 Mar 2019
Learn to Grow: A Continual Structure Learning Framework for Overcoming Catastrophic Forgetting Xilai Li Yingbo Zhou Tianfu Wu R. Socher Caiming Xiong CLL 428 486 0 31 Mar 2019
AutoSlim: Towards One-Shot Architecture Search for Channel Numbers Jiahui Yu Thomas Huang 162 58 0 27 Mar 2019
DetNAS: Backbone Search for Object Detection Yukang Chen Tong Yang Xinming Zhang Gaofeng Meng Xinyu Xiao Jian Sun 299 278 0 26 Mar 2019
AlphaX: eXploring Neural Architectures with Deep Neural Networks and Monte Carlo Tree Search Linnan Wang Yiyang Zhao Yuu Jinnai Yuandong Tian Rodrigo Fonseca BDL 229 97 0 26 Mar 2019
MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning Zechun Liu Haoyuan Mu Xiangyu Zhang Zichao Guo Xin Yang K. Cheng Jian Sun 259 609 0 25 Mar 2019
sharpDARTS: Faster and More Accurate Differentiable Architecture Search Rumaisa Azeem Varun Jain Gregory Hager OOD 136 69 0 23 Mar 2019
Auto-ReID: Searching for a Part-aware ConvNet for Person Re-Identification Ruijie Quan Xuanyi Dong Yuehua Wu Linchao Zhu Yi Yang 3DPC 319 235 0 23 Mar 2019
Tuning Hyperparameters without Grad Students: Scalable and Robust Bayesian Optimisation with Dragonfly Kirthevasan Kandasamy Karun Raju Vysyaraju Willie Neiswanger Biswajit Paria Christopher R. Collins J. Schneider Barnabás Póczós Eric Xing 217 189 0 15 Mar 2019
All You Need is a Few Shifts: Designing Efficient Convolutional Neural Networks for Image Classification Weijie Chen Di Xie Yuan Zhang Shiliang Pu 151 83 0 13 Mar 2019
SSN: Learning Sparse Switchable Normalization via SparsestMax Wenqi Shao Jiamin Ren Jingyu Li Ruimao Zhang Yudian Li Xiaogang Wang Ping Luo 107 57 0 09 Mar 2019
Partial Order Pruning: for Best Speed/Accuracy Trade-off in Neural Architecture Search Xuzhao Li Yiming Zhou Zheng Pan Jiashi Feng 3DV 124 170 0 09 Mar 2019
Inductive Transfer for Neural Architecture Optimization Martin Wistuba Tejaswini Pedapati 121 9 0 08 Mar 2019
Learning Implicitly Recurrent CNNs Through Parameter Sharing Pedro H. P. Savarese Michael Maire 229 74 0 26 Feb 2019
NAS-Bench-101: Towards Reproducible Neural Architecture Search Chris Ying Aaron Klein Esteban Real Eric Christiansen Kevin Patrick Murphy Katharina Eggensperger 386 764 0 25 Feb 2019
Overcoming Multi-Model Forgetting Yassine Benyahia Kaicheng Yu Kamil Bennani-Smires Martin Jaggi A. Davison Mathieu Salzmann C. Musat MoMe KELM CLL 198 38 0 21 Feb 2019