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 / 246 papers shown

Title
MacFormer: Semantic Segmentation with Fine Object Boundaries Guoan Xu Wenfeng Huang Tao Wu Ligeng Chen Wenjing Jia Guangwei Gao Xiatian Zhu Stuart W. Perry 48 0 0 11 Aug 2024
Quantum Architecture Search: A Survey Darya Martyniuk Johannes Jung Adrian Paschke AI4CE 41 8 0 10 Jun 2024
Anytime Neural Architecture Search on Tabular Data Naili Xing Shaofeng Cai Zhaojing Luo Bengchin Ooi Jian Pei 43 1 0 15 Mar 2024
Real-Time Image Segmentation via Hybrid Convolutional-Transformer Architecture Search Hongyuan Yu Cheng Wan Mengchen Liu Dongdong Chen Bin Xiao Xiyang Dai Yan Huang Yuan Lu Liang Wang 78 6 0 15 Mar 2024
MCANet: Medical Image Segmentation with Multi-Scale Cross-Axis Attention Hao Shao Quansheng Zeng Qibin Hou Jufeng Yang 56 14 0 14 Dec 2023
Masked Autoencoders Are Robust Neural Architecture Search Learners Yiming Hu Xiangxiang Chu Bo Zhang OOD 50 0 0 20 Nov 2023
NAS-ASDet: An Adaptive Design Method for Surface Defect Detection Network using Neural Architecture Search Zhenrong Wang Bin Li Weifeng Li Shuanlong Niu Wang Miao Tongzhi Niu 50 8 0 18 Nov 2023
Feature Aggregation in Joint Sound Classification and Localization Neural Networks Brendan Healy Patrick McNamee Z. Nili Ahmadabadi 41 0 0 29 Oct 2023
Frequency-Aware Self-Supervised Long-Tailed Learning Ci-Siang Lin Min-Hung Chen Y. Wang 32 3 0 09 Sep 2023
Accelerated Training via Incrementally Growing Neural Networks using Variance Transfer and Learning Rate Adaptation Xin Yuan Pedro H. P. Savarese Michael Maire 18 5 0 22 Jun 2023
Deep Learning with Partially Labeled Data for Radio Map Reconstruction Alkesandra Malkova Massih-Reza Amini B. Denis C. Villien 43 0 0 07 Jun 2023
Auto-Spikformer: Spikformer Architecture Search Kaiwei Che Zhaokun Zhou Zhengyu Ma Wei Fang Yanqing Chen Shuaijie Shen Liuliang Yuan Yonghong Tian 40 4 0 01 Jun 2023
Contrastive Learning Based Recursive Dynamic Multi-Scale Network for Image Deraining Zhiying Jiang Risheng Liu Shuzhou Yang Zengxi Zhang Xin-Yue Fan 27 4 0 29 May 2023
High-Resolution Synthetic RGB-D Datasets for Monocular Depth Estimation Aakash Rajpal N. Cheema K. Illgner-Fehns P. Slusallek S. Jaiswal MDE 3DV 48 12 0 02 May 2023
Accurate and Efficient Event-based Semantic Segmentation Using Adaptive Spiking Encoder-Decoder Network Rui Zhang Luziwei Leng Kaiwei Che Hu Zhang Jieling Cheng Qinghai Guo Jiangxing Liao Ran Cheng 36 11 0 24 Apr 2023
Auto-CARD: Efficient and Robust Codec Avatar Driving for Real-time Mobile Telepresence Y. Fu Yuecheng Li Chenghui Li Jason M. Saragih Peizhao Zhang Xiaoliang Dai Yingyan Lin 3DH 51 2 0 24 Apr 2023
SSS3D: Fast Neural Architecture Search For Efficient Three-Dimensional Semantic Segmentation O. Therrien Marihan Amein Zhuoran Xiong W. Gross B. Meyer 3DPC 38 0 0 21 Apr 2023
FMAS: Fast Multi-Objective SuperNet Architecture Search for Semantic Segmentation Zhuoran Xiong Marihan Amein O. Therrien W. Gross B. Meyer 22 0 0 28 Mar 2023
OVeNet: Offset Vector Network for Semantic Segmentation Stamatis Alexandropoulos Christos Sakaridis Petros Maragos SSeg 26 1 0 25 Mar 2023
Efficient Neural Architecture Search for Emotion Recognition Monu Verma Murari Mandal Satish Kumar Reddy Yashwanth Reddy Meedimale Santosh Kumar Vipparthi CVBM 32 9 0 23 Mar 2023
High-level Feature Guided Decoding for Semantic Segmentation Ye Huang Di Kang Shenghua Gao Wen Li Lixin Duan 28 0 0 15 Mar 2023
Efficient Transformer-based 3D Object Detection with Dynamic Token Halting Mao Ye Gregory P. Meyer Yuning Chai Qiang Liu 37 9 0 09 Mar 2023
On-Device Unsupervised Image Segmentation Junhuan Yang Yi Sheng Yu-zhao Zhang Weiwen Jiang Lei Yang 35 12 0 24 Feb 2023
Local-to-Global Information Communication for Real-Time Semantic Segmentation Network Search Guangliang Cheng Peng Sun Ting-Bing Xu Shuchang Lyu Peiwen Lin 49 1 0 16 Feb 2023
Reversible Column Networks Yuxuan Cai Yi Zhou Qi Han Jianjian Sun Xiangwen Kong Jun Yu Li Xiangyu Zhang VLM 36 53 0 22 Dec 2022
ZegCLIP: Towards Adapting CLIP for Zero-shot Semantic Segmentation Ziqi Zhou Bowen Zhang Yinjie Lei Lingqiao Liu Yifan Liu VLM 43 169 0 07 Dec 2022
2D Human Pose Estimation with Explicit Anatomical Keypoints Structure Constraints Zhangjian Ji Zilong Wang Ming Zhang Yapeng Chen Yuhua Qian 3DH 47 1 0 05 Dec 2022
NAS-LID: Efficient Neural Architecture Search with Local Intrinsic Dimension Xin He Jiangchao Yao Yuxin Wang Zhenheng Tang Ka Chu Cheung Simon See Bo Han Xiaowen Chu 24 9 0 23 Nov 2022
Revisiting Training-free NAS Metrics: An Efficient Training-based Method Taojiannan Yang Linjie Yang Xiaojie Jin Chong Chen 27 7 0 16 Nov 2022
PredNAS: A Universal and Sample Efficient Neural Architecture Search Framework Liuchun Yuan Zehao Huang Naiyan Wang 36 0 0 26 Oct 2022
NAS-PRNet: Neural Architecture Search generated Phase Retrieval Net for Off-axis Quantitative Phase Imaging Xin Shu Mengxuan Niu Yi Zhang Renjie Zhou 29 2 0 25 Oct 2022
U-HRNet: Delving into Improving Semantic Representation of High Resolution Network for Dense Prediction Jian Wang Xiang Long Guowei Chen Zewu Wu Zeyu Chen Errui Ding SSeg 25 11 0 13 Oct 2022
LidarNAS: Unifying and Searching Neural Architectures for 3D Point Clouds Chenxi Liu Zhaoqi Leng Peigen Sun Shuyang Cheng C. Qi Yin Zhou Mingxing Tan Drago Anguelov 3DPC 3DV 42 5 0 10 Oct 2022
Deep Insights of Learning based Micro Expression Recognition: A Perspective on Promises, Challenges and Research Needs Monu Verma Santosh Kumar Vipparthi Girdhari Singh HAI 31 6 0 10 Oct 2022
Water Simulation and Rendering from a Still Photograph Ryusuke Sugimoto Mingming He Jing Liao Pedro Sander 3DH DiffM 35 6 0 05 Oct 2022
Toward Edge-Efficient Dense Predictions with Synergistic Multi-Task Neural Architecture Search Thanh Tien Vu Yan-Quan Zhou Chun-Yung Wen Yueqi Li Jan-Michael Frahm 49 4 0 04 Oct 2022
NAS-based Recursive Stage Partial Network (RSPNet) for Light-Weight Semantic Segmentation Yi-Chun Wang J. Hsieh Ming-Ching Chang 34 1 0 03 Oct 2022
Cross Task Neural Architecture Search for EEG Signal Classifications Yiqun Duan Zhen Wang Yi Li Jianhang Tang Yu-Kai Wang Chin-Teng Lin 26 3 0 01 Oct 2022
A Review of Modern Approaches for Coronary Angiography Imaging Analysis Maxim Y Popov Temirgali Aimyshev Eldar Ismailov Ablay Bulegenov S. Fazli 26 3 0 28 Sep 2022
Searching a High-Performance Feature Extractor for Text Recognition Network Hui Zhang Quanming Yao James T. Kwok X. Bai 30 7 0 27 Sep 2022
Generalization Properties of NAS under Activation and Skip Connection Search Zhenyu Zhu Fanghui Liu Grigorios G. Chrysos V. Cevher AI4CE 33 15 0 15 Sep 2022
Efficient Heterogeneous Video Segmentation at the Edge J. Lin Siargey Pisarchyk Juhyun Lee David Tian Tingbo Hou Karthik Raveendran Raman Sarokin George Sung Trent Tolley Matthias Grundmann 38 2 0 24 Aug 2022
Surrogate-assisted Multi-objective Neural Architecture Search for Real-time Semantic Segmentation Zhichao Lu Ran Cheng Shihua Huang Haotong Zhang Changxiao Qiu Fan Yang SSeg 27 22 0 14 Aug 2022
Lightweight and Progressively-Scalable Networks for Semantic Segmentation Yiheng Zhang Ting Yao Zhaofan Qiu Tao Mei SSeg 45 24 0 27 Jul 2022
Pavementscapes: a large-scale hierarchical image dataset for asphalt pavement damage segmentation Zheng Tong Tengyu Ma J. Huyan Wei-guang Zhang SSeg 38 2 0 24 Jul 2022
Towards Transmission-Friendly and Robust CNN Models over Cloud and Device Chuntao Ding Zhichao Lu F. Xu Vishnu Boddeti Yidong Li Jiannong Cao 27 14 0 20 Jul 2022
Prior-Guided One-shot Neural Architecture Search Peijie Dong Xin-Yi Niu Lujun Li Linzhen Xie Wenbin Zou Tian-Chun Ye Zimian Wei H. Pan 83 22 0 27 Jun 2022
RF-Next: Efficient Receptive Field Search for Convolutional Neural Networks Shanghua Gao Zhong-Yu Li Qi Han Ming-Ming Cheng Liang Wang 44 35 0 14 Jun 2022
Slimmable Domain Adaptation Rang Meng Weijie Chen Shicai Yang Mingli Song Luojun Lin Di Xie Shiliang Pu Xinchao Wang Mingli Song Yueting Zhuang 32 12 0 14 Jun 2022
Towards Self-supervised and Weight-preserving Neural Architecture Search Zhuowei Li Yibo Gao Zhenzhou Zha Hu Zhiqiang Qing Xia Shaoting Zhang Dimitris N. Metaxas 27 4 0 08 Jun 2022