Learning Transferable Architectures for Scalable Image Recognition

21 July 2017

Papers citing "Learning Transferable Architectures for Scalable Image Recognition"

50 / 678 papers shown

Title
Neural Network Model Extraction Attacks in Edge Devices by Hearing Architectural Hints Xing Hu Ling Liang Lei Deng Shuangchen Li Xinfeng Xie Yu Ji Yufei Ding Chang Liu T. Sherwood Yuan Xie AAML MLAU 21 36 0 10 Mar 2019
A Hybrid GA-PSO Method for Evolving Architecture and Short Connections of Deep Convolutional Neural Networks Bin Wang Y. Sun Bing Xue Mengjie Zhang 14 30 0 10 Mar 2019
Partial Order Pruning: for Best Speed/Accuracy Trade-off in Neural Architecture Search X. Li Yiming Zhou Zheng Pan Jiashi Feng 3DV 21 158 0 09 Mar 2019
Evolutionary Cell Aided Design for Neural Network Architectures Philip Colangelo Oren Segal Alexander Speicher M. Margala 6 3 0 06 Mar 2019
Quantifying Perceptual Distortion of Adversarial Examples Matt Jordan N. Manoj Surbhi Goel A. Dimakis 16 38 0 21 Feb 2019
Random Search and Reproducibility for Neural Architecture Search Liam Li Ameet Talwalkar OOD 30 716 0 20 Feb 2019
Democratisation of Usable Machine Learning in Computer Vision R. Bond A. Koene A. Dix J. Boger M. Mulvenna M. Galushka Brendon Bradley Fiona Browne Hui Wang A. Wong 17 6 0 18 Feb 2019
AutoQ: Automated Kernel-Wise Neural Network Quantization Qian Lou Feng Guo Lantao Liu Minje Kim Lei Jiang MQ 19 97 0 15 Feb 2019
MultiGrain: a unified image embedding for classes and instances Maxim Berman Hervé Jégou Andrea Vedaldi Iasonas Kokkinos Matthijs Douze 15 110 0 14 Feb 2019
Do ImageNet Classifiers Generalize to ImageNet? Benjamin Recht Rebecca Roelofs Ludwig Schmidt Vaishaal Shankar OOD SSeg VLM 40 1,650 0 13 Feb 2019
OrthographicNet: A Deep Transfer Learning Approach for 3D Object Recognition in Open-Ended Domains H. Kasaei 10 28 0 08 Feb 2019
EAT-NAS: Elastic Architecture Transfer for Accelerating Large-scale Neural Architecture Search Jiemin Fang Yukang Chen Xinbang Zhang Qian Zhang Chang Huang Gaofeng Meng Wenyu Liu Xinggang Wang 31 24 0 17 Jan 2019
NeuNetS: An Automated Synthesis Engine for Neural Network Design Atin Sood Benjamin Elder Benjamin Herta Chao Xue C. Bekas ... M. Choudhury Rong Yan R. Istrate Ruchi Puri Tejaswini Pedapati SyDa 35 7 0 17 Jan 2019
RetinaMask: Learning to predict masks improves state-of-the-art single-shot detection for free Cheng-Yang Fu Mykhailo Shvets Alexander C. Berg ObjD 33 137 0 10 Jan 2019
Multi-Objective Reinforced Evolution in Mobile Neural Architecture Search Xiangxiang Chu Bo Zhang Ruijun Xu Hailong Ma 23 98 0 04 Jan 2019
From Coarse to Fine: Robust Hierarchical Localization at Large Scale Paul-Edouard Sarlin César Cadena Roland Siegwart Marcin Dymczyk 3DV 10 862 0 09 Dec 2018
Comixify: Transform video into a comics Maciej Pesko Adam Svystun Pawel Andruszkiewicz Przemyslaw Rokita Tomasz Trzciñski 27 18 0 09 Dec 2018
Deep Learning Architect: Classification for Architectural Design through the Eye of Artificial Intelligence Yuji Yoshimura B. Cai Zhoutong Wang C. Ratti 20 47 0 03 Dec 2018
SwishNet: A Fast Convolutional Neural Network for Speech, Music and Noise Classification and Segmentation Md Shamim Hussain M. A. Haque 23 47 0 01 Dec 2018
TEA-DNN: the Quest for Time-Energy-Accuracy Co-optimized Deep Neural Networks Lile Cai Anne-Maelle Barneche Arthur Herbout Chuan-Sheng Foo Jie Lin V. Chandrasekhar M. Sabry 16 16 0 29 Nov 2018
Dense xUnit Networks I. Kligvasser T. Michaeli 13 3 0 27 Nov 2018
InstaNAS: Instance-aware Neural Architecture Search A. Cheng Chieh Hubert Lin Da-Cheng Juan Wei Wei Min Sun 22 46 0 26 Nov 2018
Joint Neural Architecture Search and Quantization Yukang Chen Gaofeng Meng Qian Zhang Xinbang Zhang Liangchen Song Shiming Xiang Chunhong Pan MQ 30 29 0 23 Nov 2018
Efficient Structured Pruning and Architecture Searching for Group Convolution Ruizhe Zhao Wayne Luk 37 16 0 23 Nov 2018
Structured Binary Neural Networks for Accurate Image Classification and Semantic Segmentation Bohan Zhuang Chunhua Shen Mingkui Tan Lingqiao Liu Ian Reid MQ 27 152 0 22 Nov 2018
On a Sparse Shortcut Topology of Artificial Neural Networks Fenglei Fan Dayang Wang Hengtao Guo Qikui Zhu Pingkun Yan Ge Wang Hengyong Yu 38 21 0 22 Nov 2018
Confidence Propagation through CNNs for Guided Sparse Depth Regression Yi Shi M. Felsberg Jason H. Li 3DV 22 187 0 05 Nov 2018
How deep is deep enough? -- Quantifying class separability in the hidden layers of deep neural networks Junhong Lin C. Metzner Andreas K. Maier V. Cevher Holger Schulze Patrick Krauss 18 56 0 05 Nov 2018
Scalable Distributed DNN Training using TensorFlow and CUDA-Aware MPI: Characterization, Designs, and Performance Evaluation A. A. Awan Jeroen Bédorf Ching-Hsiang Chu Hari Subramoni D. Panda GNN 25 45 0 25 Oct 2018
Graph HyperNetworks for Neural Architecture Search Chris Zhang Mengye Ren R. Urtasun GNN 16 273 0 12 Oct 2018
NSGA-Net: Neural Architecture Search using Multi-Objective Genetic Algorithm Zhichao Lu Ian Whalen Vishnu Naresh Boddeti Yashesh D. Dhebar Kalyanmoy Deb E. Goodman W. Banzhaf 26 81 0 08 Oct 2018
Light-Weight RefineNet for Real-Time Semantic Segmentation Vladimir Nekrasov Chunhua Shen Ian Reid SSeg VLM 19 147 0 08 Oct 2018
Deep Learning for Generic Object Detection: A Survey Li Liu Wanli Ouyang Xiaogang Wang Paul Fieguth Jie Chen Xinwang Liu M. Pietikäinen ObjD VLM OOD 70 2,419 0 06 Sep 2018
Automatically designing CNN architectures using genetic algorithm for image classification Y. Sun Bing Xue Mengjie Zhang Gary G. Yen 3DV 19 603 0 11 Aug 2018
Training Compact Neural Networks with Binary Weights and Low Precision Activations Bohan Zhuang Chunhua Shen Ian Reid MQ 13 14 0 08 Aug 2018
Is Robustness the Cost of Accuracy? -- A Comprehensive Study on the Robustness of 18 Deep Image Classification Models D. Su Huan Zhang Hongge Chen Jinfeng Yi Pin-Yu Chen Yupeng Gao VLM 18 387 0 05 Aug 2018
Teacher Guided Architecture Search P. Bashivan Mark Tensen J. DiCarlo 3DV 19 27 0 04 Aug 2018
ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design Ningning Ma Xiangyu Zhang Haitao Zheng Jian-jun Sun 51 4,921 0 30 Jul 2018
Towards Privacy-Preserving Visual Recognition via Adversarial Training: A Pilot Study Zhenyu Wu Zhangyang Wang Zhaowen Wang Hailin Jin AAML PICV 12 153 0 22 Jul 2018
Speeding up the Hyperparameter Optimization of Deep Convolutional Neural Networks Tobias Hinz Nicolás Navarro-Guerrero S. Magg S. Wermter 16 104 0 19 Jul 2018
Big-Little Net: An Efficient Multi-Scale Feature Representation for Visual and Speech Recognition Chun-Fu Chen Quanfu Fan Neil Rohit Mallinar Tom Sercu Rogerio Feris 20 96 0 10 Jul 2018
Vulnerability Analysis of Chest X-Ray Image Classification Against Adversarial Attacks Saeid Asgari Taghanaki A. Das Ghassan Hamarneh MedIm 27 52 0 09 Jul 2018
Auto Deep Compression by Reinforcement Learning Based Actor-Critic Structure Hamed Hakkak OffRL AI4CE 15 1 0 08 Jul 2018
Quantizing deep convolutional networks for efficient inference: A whitepaper Raghuraman Krishnamoorthi MQ 34 992 0 21 Jun 2018
Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning Yin Cui Yang Song Chen Sun Andrew G. Howard Serge J. Belongie 25 475 0 16 Jun 2018
Path-Level Network Transformation for Efficient Architecture Search Han Cai Jiacheng Yang Weinan Zhang Song Han Yong Yu 27 210 0 07 Jun 2018
EIGEN: Ecologically-Inspired GENetic Approach for Neural Network Structure Searching from Scratch Jian Ren Zhe Li Jianchao Yang N. Xu Tianbao Yang D. Foran 32 17 0 05 Jun 2018
Do CIFAR-10 Classifiers Generalize to CIFAR-10? Benjamin Recht Rebecca Roelofs Ludwig Schmidt Vaishaal Shankar OOD FedML ELM 17 405 0 01 Jun 2018
TAPAS: Train-less Accuracy Predictor for Architecture Search R. Istrate F. Scheidegger G. Mariani Dimitrios S. Nikolopoulos C. Bekas A. Malossi OOD 27 75 0 01 Jun 2018
Do Better ImageNet Models Transfer Better? Simon Kornblith Jonathon Shlens Quoc V. Le OOD MLT 55 1,308 0 23 May 2018