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
CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point Blending Hang Xu Shaoju Wang Xinyue Cai Wei Zhang Xiaodan Liang Zhenguo Li 33 182 0 23 Jul 2020
Representation Sharing for Fast Object Detector Search and Beyond Yujie Zhong Zelu Deng Sheng Guo Matthew R. Scott Weilin Huang ObjD 65 16 0 23 Jul 2020
AttentionNAS: Spatiotemporal Attention Cell Search for Video Classification Xiaofang Wang Xuehan Xiong Maxim Neumann A. Piergiovanni Michael S. Ryoo A. Angelova Kris Kitani Wei Hua 29 51 0 23 Jul 2020
Improving Semantic Segmentation via Decoupled Body and Edge Supervision Xiangtai Li Xia Li Li Zhang Guangliang Cheng Jianping Shi Zhouchen Lin Shaohua Tan Yunhai Tong 53 256 0 20 Jul 2020
Off-Policy Reinforcement Learning for Efficient and Effective GAN Architecture Search Yuan Tian Qin Wang Zhiwu Huang Wen Li Dengxin Dai Minghao Yang Jun Wang Olga Fink OffRL 29 61 0 17 Jul 2020
Neural Architecture Search For LF-MMI Trained Time Delay Neural Networks Shoukang Hu Xurong Xie Shansong Liu Mingyu Cui Mengzhe Geng Xunying Liu Helen Meng 24 8 0 17 Jul 2020
MS-NAS: Multi-Scale Neural Architecture Search for Medical Image Segmentation Xingang Yan Weiwen Jiang Yiyu Shi Cheng Zhuo 24 47 0 13 Jul 2020
SkyScapes -- Fine-Grained Semantic Understanding of Aerial Scenes S. Azimi C. Henry Lars Sommer Arne Schumann E. Vig 27 56 0 12 Jul 2020
Distillation Guided Residual Learning for Binary Convolutional Neural Networks Jianming Ye Shiliang Zhang Jingdong Wang MQ 42 19 0 10 Jul 2020
Estimation with Uncertainty via Conditional Generative Adversarial Networks Minhyeok Lee Junhee Seok MedIm 43 15 0 01 Jul 2020
Towards Automated Neural Interaction Discovery for Click-Through Rate Prediction Qingquan Song Dehua Cheng Hanning Zhou Jiyan Yang Yuandong Tian X. Hu 3DV 26 87 0 29 Jun 2020
FNA++: Fast Network Adaptation via Parameter Remapping and Architecture Search Jiemin Fang Yuzhu Sun Qian Zhang Kangjian Peng Yuan Li Wenyu Liu Xinggang Wang SSeg 37 34 0 21 Jun 2020
Cyclic Differentiable Architecture Search Hongyuan Yu Houwen Peng Yan Huang Jianlong Fu Hao Du Liang Wang Haibin Ling 3DPC 35 48 0 18 Jun 2020
Few-shot Neural Architecture Search Yiyang Zhao Linnan Wang Yuandong Tian Rodrigo Fonseca Tian Guo 38 92 0 11 Jun 2020
Searching Learning Strategy with Reinforcement Learning for 3D Medical Image Segmentation Dong Yang H. Roth Ziyue Xu Fausto Milletari Ling Zhang Daguang Xu 24 46 0 10 Jun 2020
A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions Pengzhen Ren Yun Xiao Xiaojun Chang Po-Yao (Bernie) Huang Zhihui Li Xiaojiang Chen Xin Wang AI4CE 79 658 0 01 Jun 2020
HourNAS: Extremely Fast Neural Architecture Search Through an Hourglass Lens Zhaohui Yang Yunhe Wang Xinghao Chen Jianyuan Guo Wei Zhang Chao Xu Chunjing Xu Dacheng Tao Chang Xu 44 17 0 29 May 2020
Naive-Student: Leveraging Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation Liang-Chieh Chen Raphael Gontijo-Lopes Bowen Cheng Maxwell D. Collins E. D. Cubuk Barret Zoph Hartwig Adam Jonathon Shlens 33 76 0 20 May 2020
Progressive Automatic Design of Search Space for One-Shot Neural Architecture Search Xin Xia Xuefeng Xiao Xing Wang Min Zheng 37 18 0 15 May 2020
Neural Architecture Transfer Zhichao Lu Gautam Sreekumar E. Goodman W. Banzhaf Kalyanmoy Deb Vishnu Boddeti AAML 26 150 0 12 May 2020
Adipose Tissue Segmentation in Unlabeled Abdomen MRI using Cross Modality Domain Adaptation Samira Masoudi Syed Muhammad Anwar Stephanie Harmon Peter L. Choyke Baris Turkbey Ulas Bagci MedIm 16 11 0 11 May 2020
AutoSpeech: Neural Architecture Search for Speaker Recognition Shaojin Ding Tianlong Chen Xinyu Gong Weiwei Zha Zhangyang Wang 38 57 0 07 May 2020
CascadePSP: Toward Class-Agnostic and Very High-Resolution Segmentation via Global and Local Refinement Ho Kei Cheng Jihoon Chung Yu-Wing Tai Chi-Keung Tang SSeg 19 208 0 06 May 2020
Angle-based Search Space Shrinking for Neural Architecture Search Yiming Hu Yuding Liang Zichao Guo Ruosi Wan Xinming Zhang Yichen Wei Qingyi Gu Jian Sun 34 63 0 28 Apr 2020
Superkernel Neural Architecture Search for Image Denoising Marcin Mo.zejko Tomasz Latkowski Lukasz Treszczotko Michal Szafraniuk K. Trojanowski SupR 27 16 0 19 Apr 2020
Organ at Risk Segmentation for Head and Neck Cancer using Stratified Learning and Neural Architecture Search Dazhou Guo D. Jin Zhuotun Zhu T. Ho Adam P. Harrison Chun-Hung Chao Jing Xiao Alan Yuille Chien-Yu Lin Le Lu 32 59 0 17 Apr 2020
Fast Soft Color Segmentation Naofumi Akimoto Huachun Zhu Yanghua Jin Y. Aoki SSeg 90 27 0 17 Apr 2020
FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions Alvin Wan Xiaoliang Dai Peizhao Zhang Zijian He Yuandong Tian ... Matthew Yu Tao Xu Kan Chen Peter Vajda Joseph E. Gonzalez 40 289 0 12 Apr 2020
Feature Pyramid Grids Kai-xiang Chen Yuhang Cao Chen Change Loy Dahua Lin Christoph Feichtenhofer 28 51 0 07 Apr 2020
A Neural Architecture Search based Framework for Liquid State Machine Design Shuo Tian Lianhua Qu Kai Hu Nan Li Lei Wang Weixia Xu 38 28 0 07 Apr 2020
Real-Time Segmentation Networks should be Latency Aware Evann Courdier François Fleuret VOS SSeg 26 5 0 06 Apr 2020
Temporally Distributed Networks for Fast Video Semantic Segmentation Ping Hu Fabian Caba Heilbron Oliver Wang Zhe Lin Stan Sclaroff Federico Perazzi VOS 30 186 0 03 Apr 2020
Neural Architecture Generator Optimization Binxin Ru P. Esperança Fabio Maria Carlucci 30 40 0 03 Apr 2020
Real-Time Semantic Segmentation via Auto Depth, Downsampling Joint Decision and Feature Aggregation Peng Sun Jiaxiang Wu Songyuan Li Peiwen Lin Junzhou Huang Xi Li SSeg 41 13 0 31 Mar 2020
MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning Yuan Gao Haoping Bai Zequn Jie Jiayi Ma Kui Jia Wei Liu 38 94 0 31 Mar 2020
Distilled Semantics for Comprehensive Scene Understanding from Videos Fabio Tosi Filippo Aleotti Pierluigi Zama Ramirez Matteo Poggi Samuele Salti Luigi Di Stefano S. Mattoccia MDE 24 76 0 31 Mar 2020
Disturbance-immune Weight Sharing for Neural Architecture Search Shuaicheng Niu Jiaxiang Wu Yifan Zhang Yong Guo P. Zhao Junzhou Huang Mingkui Tan 33 27 0 29 Mar 2020
DA-NAS: Data Adapted Pruning for Efficient Neural Architecture Search Xiyang Dai Dongdong Chen Mengchen Liu Yinpeng Chen Lu Yuan 24 20 0 27 Mar 2020
DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation Xiong Zhang Hongmin Xu Hong Mo Jianchao Tan Cheng Yang Lei Wang Wenqi Ren AI4CE 32 91 0 26 Mar 2020
Learning Dynamic Routing for Semantic Segmentation Yanwei Li Lin Song Yukang Chen Zeming Li Xinming Zhang Xingang Wang Jian Sun SSeg 88 163 0 23 Mar 2020
Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation Huiyu Wang Yukun Zhu Bradley Green Hartwig Adam Alan Yuille Liang-Chieh Chen 3DPC 50 665 0 17 Mar 2020
AutoSTR: Efficient Backbone Search for Scene Text Recognition Hui Zhang Quanming Yao Mingkun Yang Yongchao Xu X. Bai 29 24 0 14 Mar 2020
How to Train Your Super-Net: An Analysis of Training Heuristics in Weight-Sharing NAS Kaicheng Yu René Ranftl Mathieu Salzmann 32 35 0 09 Mar 2020
AutoML-Zero: Evolving Machine Learning Algorithms From Scratch Esteban Real Chen Liang David R. So Quoc V. Le 46 224 0 06 Mar 2020
BATS: Binary ArchitecTure Search Adrian Bulat Brais Martínez Georgios Tzimiropoulos MQ 47 68 0 03 Mar 2020
NAS-Count: Counting-by-Density with Neural Architecture Search Yutao Hu Xiaolong Jiang Xuhui Liu Baochang Zhang Jungong Han Xianbin Cao David Doermann 43 89 0 29 Feb 2020
DSNAS: Direct Neural Architecture Search without Parameter Retraining Shou-Yong Hu Sirui Xie Hehui Zheng Chunxiao Liu Jianping Shi Xunying Liu Dahua Lin 24 130 0 21 Feb 2020
Learning Architectures for Binary Networks Dahyun Kim Kunal Pratap Singh Jonghyun Choi MQ 30 44 0 17 Feb 2020
End-to-End Face Parsing via Interlinked Convolutional Neural Networks Zi Yin Valentin Yiu Xiaolin Hu L. Tang 3DH 3DV CVBM 18 28 0 12 Feb 2020
Automatic lung segmentation in routine imaging is primarily a data diversity problem, not a methodology problem J. Hofmanninger F. Prayer Jeanny Pan Sebastian Rohrich H. Prosch Georg Langs 44 46 0 31 Jan 2020