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 / 262 papers shown

Title
Towards Self-supervised and Weight-preserving Neural Architecture Search Zhuowei Li Yibo Gao Zhenzhou Zha Hu Zhiqiang Qing Xia Shaoting Zhang Dimitris N. Metaxas 37 4 0 08 Jun 2022
A Survey on Deep Learning for Skin Lesion Segmentation Z. Mirikharaji Kumar Abhishek Alceu Bissoto Catarina Barata Sandra Avila Eduardo Valle M. Celebi Ghassan Hamarneh 60 82 0 01 Jun 2022
AutoLC: Search Lightweight and Top-Performing Architecture for Remote Sensing Image Land-Cover Classification Chenyu Zheng Junjue Wang A. Ma Yanfei Zhong 10 6 0 11 May 2022
Approximating Permutations with Neural Network Components for Travelling Photographer Problem S. Chong 24 0 0 30 Apr 2022
RecurSeed and EdgePredictMix: Pseudo-Label Refinement Learning for Weakly Supervised Semantic Segmentation across Single- and Multi-Stage Frameworks Sang-Kee Jo In-Jae Yu Kyungsu Kim 55 4 0 14 Apr 2022
Rethinking Semantic Segmentation: A Prototype View Tianfei Zhou Wenguan Wang E. Konukoglu Luc Van Gool SSeg 48 262 0 28 Mar 2022
Semantic Segmentation by Early Region Proxy Yifan Zhang Bo Pang Cewu Lu ViT 79 30 0 26 Mar 2022
StructToken : Rethinking Semantic Segmentation with Structural Prior Fangjian Lin Zhanhao Liang Miao Zheng Junjun He Kaibing Chen Sheng Tian 35 49 0 23 Mar 2022
Tree Energy Loss: Towards Sparsely Annotated Semantic Segmentation Zhiyuan Liang Tiancai Wang Xinming Zhang Jian Sun Jianbing Shen 55 59 0 21 Mar 2022
Towards Bi-directional Skip Connections in Encoder-Decoder Architectures and Beyond Tiange Xiang Chaoyi Zhang Xinyi Wang Yang Song Dongnan Liu Heng-Chiao Huang Weidong (Tom) Cai MedIm AI4CE SSeg 67 13 0 11 Mar 2022
Towards Less Constrained Macro-Neural Architecture Search Vasco Lopes L. A. Alexandre 57 5 0 10 Mar 2022
Adaptive Cross-Layer Attention for Image Restoration Yancheng Wang N. Xu Yingzhen Yang 59 3 0 04 Mar 2022
Neural Architecture Search for Dense Prediction Tasks in Computer Vision T. Elsken Arber Zela J. H. Metzen B. Staffler Thomas Brox Abhinav Valada Frank Hutter OOD 45 17 0 15 Feb 2022
Neural Architecture Search for Spiking Neural Networks Youngeun Kim Yuhang Li Hyoungseob Park Yeshwanth Venkatesha Priyadarshini Panda 41 89 0 23 Jan 2022
NAS-VAD: Neural Architecture Search for Voice Activity Detection Daniel Rho Jinhyeok Park J. Ko 70 6 0 22 Jan 2022
HyperSegNAS: Bridging One-Shot Neural Architecture Search with 3D Medical Image Segmentation using HyperNet Cheng-Fang Peng Andriy Myronenko Ali Hatamizadeh V. Nath M. R. Siddiquee Yufan He Daguang Xu Ramalingam Chellappa Dong Yang SSeg 36 22 0 20 Dec 2021
Automated Deep Learning: Neural Architecture Search Is Not the End Xuanyi Dong D. Kedziora Katarzyna Musial Bogdan Gabrys 61 26 0 16 Dec 2021
Rethinking Generic Camera Models for Deep Single Image Camera Calibration to Recover Rotation and Fisheye Distortion Nobuhiko Wakai Satoshi Sato Yasunori Ishii Takayoshi Yamashita 26 8 0 25 Nov 2021
Searching for TrioNet: Combining Convolution with Local and Global Self-Attention Huaijin Pi Huiyu Wang Yingwei Li Zizhang Li Alan Yuille ViT 37 3 0 15 Nov 2021
Full-attention based Neural Architecture Search using Context Auto-regression Yuan Zhou Haiyang Wang Shuwei Huo Boyu Wang 38 3 0 13 Nov 2021
RT-RCG: Neural Network and Accelerator Search Towards Effective and Real-time ECG Reconstruction from Intracardiac Electrograms Yongan Zhang Anton Banta Yonggan Fu M. John A. Post M. Razavi Joseph R. Cavallaro B. Aazhang Yingyan Lin 37 4 0 04 Nov 2021
Comprehensive and Clinically Accurate Head and Neck Organs at Risk Delineation via Stratified Deep Learning: A Large-scale Multi-Institutional Study Dazhou Guo J. Ge X. Ye Senxiang Yan Yinping Xin ... Adam P. Harrison Le Lu Chien-Yu Lin D. Jin T. Ho 56 4 0 01 Nov 2021
NAS-FCOS: Efficient Search for Object Detection Architectures Ning Wang Yang Gao Hao Chen Peng Wang Zhi Tian Chunhua Shen Yanning Zhang ObjD 66 19 0 24 Oct 2021
Grafting Transformer on Automatically Designed Convolutional Neural Network for Hyperspectral Image Classification Xizhe Xue Haokui Zhang Bei Fang Zongwen Bai Ying Li ViT 24 22 0 21 Oct 2021
Semi-supervised Domain Adaptation for Semantic Segmentation Ying Chen Ouyang Xu Kaiyue Zhu G. Agam 57 6 0 20 Oct 2021
BNAS v2: Learning Architectures for Binary Networks with Empirical Improvements Dahyun Kim Kunal Pratap Singh Jonghyun Choi MQ 64 7 0 16 Oct 2021
Across-Task Neural Architecture Search via Meta Learning Jingtao Rong Xinyi Yu Mingyang Zhang L. Ou 48 1 0 12 Oct 2021
NAS-Bench-360: Benchmarking Neural Architecture Search on Diverse Tasks Renbo Tu Nicholas Roberts M. Khodak Jun Shen Frederic Sala Ameet Talwalkar 30 33 0 12 Oct 2021
End-to-end Keyword Spotting using Xception-1d Iván Vallés-Pérez J. Gómez-Sanchís M. Martínez-Sober Joan Vila-Francés Antonio J. Serrano E. Soria-Olivas 41 0 0 09 Oct 2021
An Analysis of Super-Net Heuristics in Weight-Sharing NAS Kaicheng Yu René Ranftl Mathieu Salzmann 47 6 0 04 Oct 2021
OPV2V: An Open Benchmark Dataset and Fusion Pipeline for Perception with Vehicle-to-Vehicle Communication Runsheng Xu Hao Xiang Xin Xia Xu Han Jinlong Liu Jiaqi Ma 25 356 0 16 Sep 2021
Neural Architecture Search in operational context: a remote sensing case-study Anthony Cazasnoves Pierre-Antoine Ganaye Kévin Sanchis Tugdual Ceillier 32 0 0 15 Sep 2021
Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR-based Perception Xinge Zhu Hui Zhou Tai Wang Fangzhou Hong Wei Li Yuexin Ma Hongsheng Li Ruigang Yang Da Lin 3DPC 27 96 0 12 Sep 2021
RANK-NOSH: Efficient Predictor-Based Architecture Search via Non-Uniform Successive Halving Ruochen Wang Xiangning Chen Minhao Cheng Xiaocheng Tang Cho-Jui Hsieh 57 13 0 18 Aug 2021
One-Shot Object Affordance Detection in the Wild Wei Zhai Hongcheng Luo Jing Zhang Yang Cao Dacheng Tao 81 44 0 08 Aug 2021
AdvRush: Searching for Adversarially Robust Neural Architectures J. Mok Byunggook Na Hyeokjun Choe Sungroh Yoon OOD AAML 29 44 0 03 Aug 2021
Open-World Entity Segmentation Lu Qi Jason Kuen Yi Wang Jiuxiang Gu Hengshuang Zhao Zhe Lin Philip Torr Jiaya Jia OCL SSeg VLM 47 80 0 29 Jul 2021
DDCNet-Multires: Effective Receptive Field Guided Multiresolution CNN for Dense Prediction A. Salehi M. Balasubramanian 34 2 0 12 Jul 2021
DDCNet: Deep Dilated Convolutional Neural Network for Dense Prediction A. Salehi M. Balasubramanian MDE 21 14 0 09 Jul 2021
Bag of Tricks for Neural Architecture Search T. Elsken B. Staffler Arber Zela J. H. Metzen Frank Hutter 49 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
Polarized Self-Attention: Towards High-quality Pixel-wise Regression Huajun Liu Fuqiang Liu Xinyi Fan Dong Huang 94 213 0 02 Jul 2021
Multi-Exit Semantic Segmentation Networks Alexandros Kouris Stylianos I. Venieris Stefanos Laskaridis Nicholas D. Lane 39 30 0 07 Jun 2021
Resolution learning in deep convolutional networks using scale-space theory Silvia L.Pintea Nergis Tomen Stanley F. Goes Marco Loog Jan van Gemert SupR SSL 37 37 0 07 Jun 2021
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers Enze Xie Wenhai Wang Zhiding Yu Anima Anandkumar J. Álvarez Ping Luo ViT 55 4,903 0 31 May 2021
Joint-DetNAS: Upgrade Your Detector with NAS, Pruning and Dynamic Distillation Lewei Yao Renjie Pi Hang Xu Wei Zhang Zhenguo Li Tong Zhang 94 38 0 27 May 2021
Semantic Relation Preserving Knowledge Distillation for Image-to-Image Translation Zeqi Li R. Jiang P. Aarabi GAN VLM 36 28 0 30 Apr 2021
LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search B. Yan Houwen Peng Kan Wu Dong Wang Jianlong Fu Huchuan Lu 44 167 0 29 Apr 2021
Low-Light Image and Video Enhancement Using Deep Learning: A Survey Chongyi Li Chunle Guo Linghao Han Jun Jiang Mingg-Ming Cheng Liang Feng Chen Change Loy 66 364 0 21 Apr 2021
CTNet: Context-based Tandem Network for Semantic Segmentation Zechao Li Yanpeng Sun Jinhui Tang 28 173 0 20 Apr 2021