Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation

10 January 2019

Li Fei-Fei

Papers citing "Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation"

50 / 251 papers shown

Title
C2FNAS: Coarse-to-Fine Neural Architecture Search for 3D Medical Image Segmentation Qihang Yu Dong Yang H. Roth Yutong Bai Yixiao Zhang Alan Yuille Daguang Xu 44 108 0 20 Dec 2019
UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation Zongwei Zhou M. R. Siddiquee Nima Tajbakhsh Jianming Liang SSeg 62 2,587 0 11 Dec 2019
SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization Xianzhi Du Nayeon Lee Pengchong Jin Golnaz Ghiasi Mingxing Tan Huayu Chen Quoc V. Le Xiaodan Song 14 173 0 10 Dec 2019
Efficient Differentiable Neural Architecture Search with Meta Kernels Shoufa Chen Yunpeng Chen Shuicheng Yan Jiashi Feng 24 19 0 10 Dec 2019
Waterfall Atrous Spatial Pooling Architecture for Efficient Semantic Segmentation Bruno Artacho Andreas E. Savakis SSeg 22 50 0 06 Dec 2019
MnasFPN: Learning Latency-aware Pyramid Architecture for Object Detection on Mobile Devices Bo Chen Golnaz Ghiasi Hanxiao Liu Nayeon Lee Dmitry Kalenichenko Hartwig Adam Quoc V. Le ObjD 33 53 0 02 Dec 2019
Deep Neural Network Fingerprinting by Conferrable Adversarial Examples Nils Lukas Yuxuan Zhang Florian Kerschbaum MLAU FedML AAML 39 146 0 02 Dec 2019
Towards Oracle Knowledge Distillation with Neural Architecture Search Minsoo Kang Jonghwan Mun Bohyung Han FedML 46 44 0 29 Nov 2019
Meta-Learning of Neural Architectures for Few-Shot Learning T. Elsken B. Staffler J. H. Metzen Frank Hutter 31 136 0 25 Nov 2019
Exploiting Operation Importance for Differentiable Neural Architecture Search Xukai Xie Yuan Zhou S. Kung 17 34 0 24 Nov 2019
SM-NAS: Structural-to-Modular Neural Architecture Search for Object Detection Lewei Yao Hang Xu Wei Zhang Xiaodan Liang Zhenguo Li 19 79 0 22 Nov 2019
S2DNAS:Transforming Static CNN Model for Dynamic Inference via Neural Architecture Search Zhihang Yuan Bingzhe Wu Zheng Liang Shiwan Zhao Weichen Bi Guangyu Sun 30 30 0 16 Nov 2019
Learning Graph Convolutional Network for Skeleton-based Human Action Recognition by Neural Searching Wei Peng Xiaopeng Hong Haoyu Chen Guoying Zhao GNN 47 324 0 11 Nov 2019
IrisNet: Deep Learning for Automatic and Real-time Tongue Contour Tracking in Ultrasound Video Data using Peripheral Vision Mohammad Mozaffari Md. Aminur Rab Ratul Won-Sook Lee 36 2 0 10 Nov 2019
Device-Circuit-Architecture Co-Exploration for Computing-in-Memory Neural Accelerators Weiwen Jiang Qiuwen Lou Zheyu Yan Lei Yang Jiaxi Hu X. S. Hu Yiyu Shi 21 72 0 31 Oct 2019
When Segmentation is Not Enough: Rectifying Visual-Volume Discordance Through Multisensor Depth-Refined Semantic Segmentation for Food Intake Tracking in Long-Term Care Kaylen J. Pfisterer Robert Amelard A. Chung Braeden Syrnyk Alexander MacLean Heather H. Keller Alexander Wong 22 18 0 24 Oct 2019
Deep Semantic Segmentation of Natural and Medical Images: A Review Saeid Asgari Taghanaki Kumar Abhishek Joseph Paul Cohen Julien Cohen-Adad Ghassan Hamarneh SSeg VLM 52 669 0 16 Oct 2019
Panoptic-DeepLab Bowen Cheng Maxwell D. Collins Yukun Zhu Ting Liu Thomas S. Huang Hartwig Adam Liang-Chieh Chen 18 606 0 10 Oct 2019
Efficient Residual Dense Block Search for Image Super-Resolution Dehua Song Chang Xu Xu Jia Yiyi Chen Chunjing Xu Yunhe Wang SupR 33 130 0 25 Sep 2019
Structured Binary Neural Networks for Image Recognition Bohan Zhuang Chunhua Shen Mingkui Tan Peng Chen Lingqiao Liu Ian Reid MQ 36 18 0 22 Sep 2019
Understanding and Robustifying Differentiable Architecture Search Arber Zela T. Elsken Tonmoy Saikia Yassine Marrakchi Thomas Brox Frank Hutter OOD AAML 66 369 0 20 Sep 2019
Pose Neural Fabrics Search Sen Yang Wankou Yang Zhen Cui 41 18 0 16 Sep 2019
Graph-guided Architecture Search for Real-time Semantic Segmentation Peiwen Lin Peng Sun Guangliang Cheng Sirui Xie Xi Li Jianping Shi GNN 3DPC 24 94 0 15 Sep 2019
DARTS+: Improved Differentiable Architecture Search with Early Stopping Hanwen Liang Shifeng Zhang Jiacheng Sun Xingqiu He Weiran Huang Kechen Zhuang Zhenguo Li 33 287 0 13 Sep 2019
Understanding the Effects of Pre-Training for Object Detectors via Eigenspectrum Yosuke Shinya E. Simo-Serra Taiji Suzuki 19 12 0 09 Sep 2019
Auto-GNN: Neural Architecture Search of Graph Neural Networks Kaixiong Zhou Qingquan Song Xiao Huang Xia Hu GNN 63 178 0 07 Sep 2019
Efficient Neural Architecture Transformation Searchin Channel-Level for Object Detection Junran Peng Ming Sun Zhaoxiang Zhang Tieniu Tan Junjie Yan ViT 38 56 0 05 Sep 2019
HigherHRNet: Scale-Aware Representation Learning for Bottom-Up Human Pose Estimation Bowen Cheng Bin Xiao Jingdong Wang Humphrey Shi Thomas S. Huang Lei Zhang 3DH 30 673 0 27 Aug 2019
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 195 3,550 0 20 Aug 2019
AutoGAN: Neural Architecture Search for Generative Adversarial Networks Xinyu Gong Shiyu Chang Yi Ding Zhangyang Wang GAN 35 263 0 11 Aug 2019
SqueezeNAS: Fast neural architecture search for faster semantic segmentation Albert Eaton Shaw D. Hunter F. Iandola Sammy Sidhu SSeg 29 73 0 05 Aug 2019
AutoML: A Survey of the State-of-the-Art Xin He Kaiyong Zhao Xiaowen Chu 52 1,424 0 02 Aug 2019
Techniques for Automated Machine Learning Yi-Wei Chen Qingquan Song Xia Hu 18 48 0 21 Jul 2019
Video Action Recognition Via Neural Architecture Searching Wei Peng Xiaopeng Hong Guoying Zhao 46 36 0 10 Jul 2019
Densely Connected Search Space for More Flexible Neural Architecture Search Jiemin Fang Yuzhu Sun Qian Zhang Yuan Li Wenyu Liu Xinggang Wang 28 122 0 23 Jun 2019
NAS-FCOS: Fast Neural Architecture Search for Object Detection Ning Wang Yang Gao Hao Chen Peng Wang Zhi Tian Chunhua Shen Yanning Zhang ObjD 31 192 0 11 Jun 2019
V-NAS: Neural Architecture Search for Volumetric Medical Image Segmentation Zhuotun Zhu Chenxi Liu Dong Yang Alan Yuille Daguang Xu 34 105 0 06 Jun 2019
Multinomial Distribution Learning for Effective Neural Architecture Search Xiawu Zheng Rongrong Ji Lang Tang Baochang Zhang Jianzhuang Liu Q. Tian 25 88 0 18 May 2019
AutoDispNet: Improving Disparity Estimation With AutoML Tonmoy Saikia Yassine Marrakchi Arber Zela Frank Hutter Thomas Brox 19 78 0 17 May 2019
Object Detection in 20 Years: A Survey Zhengxia Zou Keyan Chen Zhenwei Shi Yuhong Guo Jieping Ye VLM ObjD AI4TS 47 2,298 0 13 May 2019
Neural Architecture Refinement: A Practical Way for Avoiding Overfitting in NAS Yangzhou Jiang Cong Zhao Zeyang Dou Lei Pang 14 5 0 07 May 2019
Neural Architecture Search for Deep Face Recognition Ning Zhu CVBM 24 9 0 21 Apr 2019
GFF: Gated Fully Fusion for Semantic Segmentation Xiangtai Li Houlong Zhao Lei Han Yunhai Tong Kuiyuan Yang 28 193 0 03 Apr 2019
Evaluating the Search Phase of Neural Architecture Search Kaicheng Yu C. Sciuto Martin Jaggi C. Musat Mathieu Salzmann 25 343 0 21 Feb 2019
Pedestrian Attribute Recognition: A Survey Tianlin Li Shaofei Zheng Rui Yang Aihua Zheng Zhe Chen Jin Tang Bin Luo CVBM 49 127 0 22 Jan 2019
River Ice Segmentation with Deep Learning Abhineet Singh H. Kalke M. Loewen Nilanjan Ray SSeg 14 46 0 14 Jan 2019
Auto-Keras: An Efficient Neural Architecture Search System Haifeng Jin Qingquan Song Xia Hu 40 796 0 27 Jun 2018
Wider or Deeper: Revisiting the ResNet Model for Visual Recognition Zifeng Wu Chunhua Shen Anton Van Den Hengel SSeg 260 1,498 0 30 Nov 2016
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 274 5,333 0 05 Nov 2016
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhiwen Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 718 6,755 0 26 Sep 2016