Learning Transferable Architectures for Scalable Image Recognition

21 July 2017

Papers citing "Learning Transferable Architectures for Scalable Image Recognition"

50 / 922 papers shown

Title
Evolving Architectures with Gradient Misalignment toward Low Adversarial Transferability K. Operiano W. Pora H. Iba Hiroshi Kera AAML 42 1 0 13 Sep 2021
RADARS: Memory Efficient Reinforcement Learning Aided Differentiable Neural Architecture Search Zheyu Yan Weiwen Jiang X. S. Hu Yiyu Shi 61 10 0 13 Sep 2021
On the Efficiency of Subclass Knowledge Distillation in Classification Tasks A. Sajedi Konstantinos N. Plataniotis 16 4 0 12 Sep 2021
Compute and Energy Consumption Trends in Deep Learning Inference Radosvet Desislavov Fernando Martínez-Plumed José Hernández-Orallo 35 113 0 12 Sep 2021
Prioritized Subnet Sampling for Resource-Adaptive Supernet Training Bohong Chen Mingbao Lin Rongrong Ji Liujuan Cao 32 2 0 12 Sep 2021
RepNAS: Searching for Efficient Re-parameterizing Blocks Mingyang Zhang Xinyi Yu Jingtao Rong L. Ou 22 19 0 08 Sep 2021
NASI: Label- and Data-agnostic Neural Architecture Search at Initialization Yao Shu Shaofeng Cai Zhongxiang Dai Beng Chin Ooi K. H. Low 32 43 0 02 Sep 2021
Searching for Two-Stream Models in Multivariate Space for Video Recognition Xinyu Gong Heng Wang Zheng Shou Matt Feiszli Zhangyang Wang Zhicheng Yan 42 9 0 30 Aug 2021
Differentiable Convolution Search for Point Cloud Processing Xing Nie Yongcheng Liu Shaohong Chen Jianlong Chang Chunlei Huo Gaofeng Meng Qi Tian Weiming Hu Chunhong Pan 3DPC 39 6 0 29 Aug 2021
Lightweight Monocular Depth with a Novel Neural Architecture Search Method Lam Huynh Phong H. Nguyen Jirí Matas Esa Rahtu J. Heikkilä 29 10 0 25 Aug 2021
iDARTS: Improving DARTS by Node Normalization and Decorrelation Discretization Huiqun Wang Ruijie Yang Di Huang Yunhong Wang 16 27 0 25 Aug 2021
PocketNet: Extreme Lightweight Face Recognition Network using Neural Architecture Search and Multi-Step Knowledge Distillation Fadi Boutros Patrick Siebke Marcel Klemt Naser Damer Florian Kirchbuchner Arjan Kuijper CVBM 35 63 0 24 Aug 2021
Spatio-Temporal Self-Attention Network for Video Saliency Prediction Ziqiang Wang Zhi Liu Gongyang Li Yang Wang Tianhong Zhang Lihua Xu Jijun Wang 3DPC 43 44 0 24 Aug 2021
RANK-NOSH: Efficient Predictor-Based Architecture Search via Non-Uniform Successive Halving Ruochen Wang Xiangning Chen Minhao Cheng Xiaocheng Tang Cho-Jui Hsieh 41 13 0 18 Aug 2021
Contextual Convolutional Neural Networks Ionut Cosmin Duta Mariana-Iuliana Georgescu Radu Tudor Ionescu 19 7 0 17 Aug 2021
BN-NAS: Neural Architecture Search with Batch Normalization Boyu Chen Peixia Li Baopu Li Chen Lin Chuming Li Ming Sun Junjie Yan Wanli Ouyang 34 30 0 16 Aug 2021
Neural Architecture Dilation for Adversarial Robustness Yanxi Li Zhaohui Yang Yunhe Wang Chang Xu AAML 40 23 0 16 Aug 2021
FOX-NAS: Fast, On-device and Explainable Neural Architecture Search Chia-Hsiang Liu Yu-Shin Han Yuan-Yao Sung Yi Lee Hung-Yueh Chiang Kai-Chiang Wu 27 11 0 14 Aug 2021
Is Differentiable Architecture Search truly a One-Shot Method? Jonas Geiping Jovita Lukasik Margret Keuper Michael Moeller 27 0 0 12 Aug 2021
Cascade Bagging for Accuracy Prediction with Few Training Samples Ruyi Zhang Ziwei Yang Zhi Yang Xubo Yang Lei Wang Zheyang Li UQCV 13 1 0 12 Aug 2021
Accelerating Evolutionary Neural Architecture Search via Multi-Fidelity Evaluation Shangshang Yang Ye Tian Xiaoshu Xiang Shichen Peng Xing-yi Zhang 31 20 0 10 Aug 2021
Exploiting Features with Split-and-Share Module Jaemin Lee Min-seok Seo Jongchan Park Dong-Geol Choi 24 0 0 10 Aug 2021
Rethinking Architecture Selection in Differentiable NAS Ruochen Wang Minhao Cheng Xiangning Chen Xiaocheng Tang Cho-Jui Hsieh 30 172 0 10 Aug 2021
Meta Gradient Adversarial Attack Zheng Yuan Jie Zhang Yunpei Jia Chuanqi Tan Tao Xue Shiguang Shan AAML 54 78 0 09 Aug 2021
AdvRush: Searching for Adversarially Robust Neural Architectures J. Mok Byunggook Na Hyeokjun Choe Sungroh Yoon OOD AAML 24 44 0 03 Aug 2021
FLASH: Fast Neural Architecture Search with Hardware Optimization Guihong Li Sumit K. Mandal Ümit Y. Ogras R. Marculescu 29 20 0 01 Aug 2021
A Survey of Machine Learning Techniques for Detecting and Diagnosing COVID-19 from Imaging Aishwarza Panday M. A. Kabir N. K. Chowdhury 41 7 0 25 Jul 2021
Developing efficient transfer learning strategies for robust scene recognition in mobile robotics using pre-trained convolutional neural networks H. Baumgartl Ricardo Buettner 3DPC 54 3 0 23 Jul 2021
AutoFL: Enabling Heterogeneity-Aware Energy Efficient Federated Learning Young Geun Kim Carole-Jean Wu 26 85 0 16 Jul 2021
Neural Architecture Search using Covariance Matrix Adaptation Evolution Strategy Nilotpal Sinha Kuan-Wen Chen 20 5 0 15 Jul 2021
Transformer with Peak Suppression and Knowledge Guidance for Fine-grained Image Recognition Xinda Liu Lili Wang Xiaoguang Han ViT 43 66 0 14 Jul 2021
Hyperparameter Optimization: Foundations, Algorithms, Best Practices and Open Challenges B. Bischl Martin Binder Michel Lang Tobias Pielok Jakob Richter ... Theresa Ullmann Marc Becker A. Boulesteix Difan Deng Marius Lindauer 85 455 0 13 Jul 2021
Bag of Tricks for Neural Architecture Search T. Elsken B. Staffler Arber Zela J. H. Metzen Frank Hutter 29 5 0 08 Jul 2021
Core-set Sampling for Efficient Neural Architecture Search Jaewoong Shim Kyeongbo Kong Suk-Ju Kang 140 23 0 08 Jul 2021
GLiT: Neural Architecture Search for Global and Local Image Transformer Boyu Chen Peixia Li Chuming Li Baopu Li Lei Bai Chen Lin Ming Sun Junjie Yan Wanli Ouyang ViT 37 85 0 07 Jul 2021
Uncertainty Modeling of Emerging Device-based Computing-in-Memory Neural Accelerators with Application to Neural Architecture Search Zheyu Yan Da-Cheng Juan X. S. Hu Yiyu Shi 43 26 0 06 Jul 2021
Contrastive Multimodal Fusion with TupleInfoNCE Yunze Liu Qingnan Fan Shanghang Zhang Hao Dong Thomas Funkhouser Li Yi 31 66 0 06 Jul 2021
Impact of On-Chip Interconnect on In-Memory Acceleration of Deep Neural Networks Gokul Krishnan Sumit K. Mandal C. Chakrabarti Jae-sun Seo Ümit Y. Ogras Yu Cao 11 18 0 06 Jul 2021
Mutation is all you need Lennart Schneider Florian Pfisterer Martin Binder B. Bischl BDL 60 4 0 04 Jul 2021
Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets Hayeon Lee Eunyoung Hyung Sung Ju Hwang 40 43 0 02 Jul 2021
Neural Task Success Classifiers for Robotic Manipulation from Few Real Demonstrations A. Mohtasib Amir Ghalamzan Nicola Bellotto Heriberto Cuay´ahuitl 13 1 0 01 Jul 2021
AutoFormer: Searching Transformers for Visual Recognition Minghao Chen Houwen Peng Jianlong Fu Haibin Ling ViT 58 259 0 01 Jul 2021
AdaXpert: Adapting Neural Architecture for Growing Data Shuaicheng Niu Jiaxiang Wu Guanghui Xu Yifan Zhang Yong Guo P. Zhao Peng Wang Mingkui Tan 30 14 0 01 Jul 2021
VOLO: Vision Outlooker for Visual Recognition Li-xin Yuan Qibin Hou Zihang Jiang Jiashi Feng Shuicheng Yan ViT 52 315 0 24 Jun 2021
Automatic Head Overcoat Thickness Measure with NASNet-Large-Decoder Net Youshan Zhang Brian D. Davison V. Talghader Zhiyu Chen Zhiyong Xiao Gary Kunkel 46 8 0 22 Jun 2021
GAIA: A Transfer Learning System of Object Detection that Fits Your Needs Xingyuan Bu Junran Peng Junjie Yan Tieniu Tan Zhaoxiang Zhang ObjD VLM 31 53 0 21 Jun 2021
CompConv: A Compact Convolution Module for Efficient Feature Learning Chen Zhang Yinghao Xu Yujun Shen VLM SSL 16 10 0 19 Jun 2021
Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster, and Better Gaurav Menghani VLM MedIm 23 367 0 16 Jun 2021
Accelerating Neural Architecture Search via Proxy Data Byunggook Na J. Mok Hyeokjun Choe Sungroh Yoon 16 18 0 09 Jun 2021
Broadcasted Residual Learning for Efficient Keyword Spotting Byeonggeun Kim Simyung Chang Jinkyu Lee Dooyong Sung 29 122 0 08 Jun 2021