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FasterSeg: Searching for Faster Real-time Semantic Segmentation

International Conference on Learning Representations (ICLR), 2019

23 December 2019

Papers citing "FasterSeg: Searching for Faster Real-time Semantic Segmentation"

50 / 90 papers shown

Title
Automated Neural Architecture Design for Industrial Defect Detection Y. Liu Yunfeng Ma Yi Tang Min Liu Shuai Jiang Yaonan Wang 80 0 0 08 Oct 2025
TSLA: A Task-Specific Learning Adaptation for Semantic Segmentation on Autonomous Vehicles PlatformIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2025 Jun Liu Zhenglun Kong Pu Zhao Weihao Zeng Hao Tang ... Wenbin Zhang Geng Yuan Wei Niu Xue Lin Yanzhi Wang 164 7 0 17 Aug 2025
L-SWAG: Layer-Sample Wise Activation with Gradients information for Zero-Shot NAS on Vision TransformersComputer Vision and Pattern Recognition (CVPR), 2025 S. Casarin Sergio Escalera Oswald Lanz 334 2 0 12 May 2025
Sparse Refinement for Efficient High-Resolution Semantic Segmentation Zhijian Liu Zhuoyang Zhang Samir Khaki Shang Yang Haotian Tang Chenfeng Xu Kurt Keutzer Song Han SSeg 278 2 0 26 Jul 2024
Implantable Adaptive Cells: A Novel Enhancement for Pre-Trained U-Nets in Medical Image Segmentation Emil Benedykciuk Marcin Denkowski Grzegorz Wójcik 207 0 0 06 May 2024
HyCTAS: Multi-Objective Hybrid Convolution-Transformer Architecture Search for Real-Time Image Segmentation Hongyuan Yu Cheng Wan Xiyang Dai Dongdong Chen Bin Xiao Xiyang Dai Yan Huang Yuan Lu Liang Wang 248 8 0 15 Mar 2024
MCFNet: Multi-scale Covariance Feature Fusion Network for Real-time Semantic Segmentation Xiaojie Fang Xingguo Song Xiangyin Meng Xu Fang Sheng Jin 175 1 0 12 Dec 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 284 15 0 18 Nov 2023
P2AT: Pyramid Pooling Axial Transformer for Real-time Semantic SegmentationExpert systems with applications (ESWA), 2023 Mohammed A. M. Elhassan Changjun Zhou Amina Benabid Abuzar B. M. Adam ViT 184 19 0 23 Oct 2023
IDRNet: Intervention-Driven Relation Network for Semantic SegmentationNeural Information Processing Systems (NeurIPS), 2023 Zhenchao Jin Xiaowei Hu Lingting Zhu Luchuan Song Li Yuan Lequan Yu 214 24 0 16 Oct 2023
LOGICSEG: Parsing Visual Semantics with Neural Logic Learning and ReasoningIEEE International Conference on Computer Vision (ICCV), 2023 Liulei Li Wenguan Wang Yi Yang NAI VLM 303 45 0 24 Sep 2023
Real-Time Semantic Segmentation: A Brief Survey & Comparative Study in Remote SensingIEEE Geoscience and Remote Sensing Magazine (GRSM), 2023 Clifford Broni-Bediako Junshi Xia Xiangwei Zhu 245 15 0 12 Sep 2023
Learning Cross-modality Information Bottleneck Representation for Heterogeneous Person Re-Identification Haichao Shi Mandi Luo Xiao-Yu Zhang Xiao-Yu Zhang 155 2 0 29 Aug 2023
Computation-efficient Deep Learning for Computer Vision: A Survey Yulin Wang Yizeng Han Chaofei Wang Shiji Song Qi Tian Gao Huang VLM 274 31 0 27 Aug 2023
ResQ: Residual Quantization for Video PerceptionIEEE International Conference on Computer Vision (ICCV), 2023 Davide Abati H. Yahia Markus Nagel A. Habibian MQ 163 3 0 18 Aug 2023
Self-supervised Hypergraphs for Learning Multiple World Interpretations Alina Marcu Mihai Cristian Pîrvu Dragos Costea Emanuela Haller E. Slusanschi A. Belbachir Rahul Sukthankar Marius Leordeanu SSL 203 10 0 15 Aug 2023
Zero-Shot Neural Architecture Search: Challenges, Solutions, and OpportunitiesIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Guihong Li Duc-Tuong Hoang Kartikeya Bhardwaj Ming Lin Zinan Lin R. Marculescu 345 35 0 05 Jul 2023
Cross-CBAM: A Lightweight network for Scene SegmentationSocial Science Research Network (SSRN), 2023 Zheng Zhang Zhenhao Xu Xingsheng Gu Juan Xiong 167 4 0 04 Jun 2023
Auto-CARD: Efficient and Robust Codec Avatar Driving for Real-time Mobile TelepresenceComputer Vision and Pattern Recognition (CVPR), 2023 Y. Fu Yuecheng Li Chenghui Li Jason M. Saragih Peizhao Zhang Xiaoliang Dai Yingyan Lin 3DH 220 6 0 24 Apr 2023
A Threefold Review on Deep Semantic Segmentation: Efficiency-oriented, Temporal and Depth-aware design F. M. Barbosa Fernando Santos Osório 199 5 0 08 Mar 2023
Local-to-Global Information Communication for Real-Time Semantic Segmentation Network Search Guangliang Cheng Peng Sun Ting-Bing Xu Shuchang Lyu Peiwen Lin 226 2 0 16 Feb 2023
Revisiting Training-free NAS Metrics: An Efficient Training-based MethodIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Taojiannan Yang Linjie Yang Xiaojie Jin Chong Chen 146 13 0 16 Nov 2022
Deep Learning Computer Vision Algorithms for Real-time UAVs On-board Camera Image Processing A. Palmas P. Andronico 183 5 0 02 Nov 2022
Neural Architecture Search generated Phase Retrieval Net for Real-time Off-axis Quantitative Phase ImagingIEEE Photonics Technology Letters (PTL), 2022 Xin Shu Mengxuan Niu Yi Zhang Wei Luo Renjie Zhou 206 2 0 25 Oct 2022
OpenEarthMap: A Benchmark Dataset for Global High-Resolution Land Cover MappingIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 J. Xia Xiangwei Zhu B. Adriano Clifford Broni-Bediako VLM 190 105 0 19 Oct 2022
RTFormer: Efficient Design for Real-Time Semantic Segmentation with TransformerNeural Information Processing Systems (NeurIPS), 2022 Jian Wang Chen-xi Gou Qiman Wu Haocheng Feng Junyu Han Errui Ding Jingdong Wang ViT 182 148 0 13 Oct 2022
TriangleNet: Edge Prior Augmented Network for Semantic Segmentation through Cross-Task ConsistencyInternational Journal of Intelligent Systems (IJIS), 2022 Dan Zhang Rui Zheng Luosang Gadeng Pei Yang 527 2 0 11 Oct 2022
ASAP: Accurate semantic segmentation for real time performance Jaewoo Park Subin Lee Eon Kim Byeongjun Moon Dabeen Yu Yeonseung Yu Junghwan Kim 217 0 0 04 Oct 2022
Searching a High-Performance Feature Extractor for Text Recognition NetworkIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Hui Zhang Quanming Yao James T. Kwok X. Bai 190 8 0 27 Sep 2022
FAKD: Feature Augmented Knowledge Distillation for Semantic SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Jianlong Yuan Qiang Qi Fei Du Zhibin Wang Fan Wang Yifan Liu 127 21 0 30 Aug 2022
Design Automation for Fast, Lightweight, and Effective Deep Learning Models: A Survey Dalin Zhang Kaixuan Chen Yan Zhao B. Yang Li-Ping Yao Christian S. Jensen 257 4 0 22 Aug 2022
Surrogate-assisted Multi-objective Neural Architecture Search for Real-time Semantic SegmentationIEEE Transactions on Artificial Intelligence (IEEE TAI), 2022 Zhichao Lu Ran Cheng Shihua Huang Haotong Zhang Changxiao Qiu Fan Yang SSeg 204 27 0 14 Aug 2022
Efficient Joint-Dimensional Search with Solution Space Regularization for Real-Time Semantic SegmentationInternational Journal of Computer Vision (IJCV), 2022 Peng Ye Baopu Li Tao Chen Jiayuan Fan Zhen Mei Chen-Fu Lin Chongyan Zuo Qinghua Chi Wanli Ouyan 3DV 146 12 0 10 Aug 2022
Lightweight and Progressively-Scalable Networks for Semantic SegmentationInternational Journal of Computer Vision (IJCV), 2022 Yiheng Zhang Ting Yao Zhaofan Qiu Tao Mei SSeg 235 28 0 27 Jul 2022
Semantic Segmentation for Autonomous Driving: Model Evaluation, Dataset Generation, Perspective Comparison, and Real-Time Capability Senay Cakir Marcel Gauss Kai Häppeler Yassine Ounajjar Fabian Heinle Reiner Marchthaler 140 18 0 26 Jul 2022
EASNet: Searching Elastic and Accurate Network Architecture for Stereo MatchingEuropean Conference on Computer Vision (ECCV), 2022 Qiang-qiang Wang Shaoshuai Shi Kaiyong Zhao Xiaowen Chu 118 6 0 20 Jul 2022
SlimSeg: Slimmable Semantic Segmentation with Boundary SupervisionACM Multimedia (ACM MM), 2022 Danna Xue Feiyu Yang Pei Wang Luis Herranz Jinqiu Sun Yu Zhu Yanning Zhang UQCV 177 8 0 13 Jul 2022
Distortion-Aware Network Pruning and Feature Reuse for Real-time Video Segmentation Hyunsu Rhee Dong Min Sun-Kyoo Hwang Bruno Andreis Sung Ju Hwang 257 2 0 20 Jun 2022
On Efficient Real-Time Semantic Segmentation: A Survey Christopher J. Holder Mohamed Bennai SSeg 277 26 0 17 Jun 2022
S $^2$ -FPN: Scale-ware Strip Attention Guided Feature Pyramid Network for Real-time Semantic Segmentation Mohammed A. M. Elhassan Chunming Yang Chenxi Huang Tewodros Legesse Munea Xin Hong Abuzar B. M. Adam Amina Benabid SSeg 254 5 0 15 Jun 2022
PIDNet: A Real-time Semantic Segmentation Network Inspired by PID ControllersComputer Vision and Pattern Recognition (CVPR), 2022 Jiacong Xu Zixiang Xiong S. Bhattacharyya 355 433 0 04 Jun 2022
Gait Recognition in the Wild: A Large-scale Benchmark and NAS-based BaselineIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Xianda Guo Zheng Zhu Tian Yang Beibei Lin Junjie Huang Jiankang Deng Guan Huang Jie Zhou Jiwen Lu CVBM 289 12 0 05 May 2022
TopFormer: Token Pyramid Transformer for Mobile Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2022 Wenqiang Zhang Zilong Huang Guozhong Luo Tao Chen Xinggang Wang Wenyu Liu Gang Yu Chunhua Shen ViT 243 256 0 12 Apr 2022
PP-LiteSeg: A Superior Real-Time Semantic Segmentation Model Juncai Peng Lu Dong Shiyu Tang Yuying Hao Lutao Chu ... Baohua Lai Qiwen Liu Xiaoguang Hu Dianhai Yu Yanjun Ma SSeg VLM 179 193 0 06 Apr 2022
Rethinking Semantic Segmentation: A Prototype ViewComputer Vision and Pattern Recognition (CVPR), 2022 Tianfei Zhou Wenguan Wang E. Konukoglu Luc Van Gool SSeg 316 318 0 28 Mar 2022
Revisiting Multi-Scale Feature Fusion for Semantic Segmentation Tianjian Meng Golnaz Ghiasi Reza Mahjorian Quoc V. Le Mingxing Tan SSeg 246 3 0 23 Mar 2022
Delta Distillation for Efficient Video ProcessingEuropean Conference on Computer Vision (ECCV), 2022 A. Habibian H. Yahia Davide Abati E. Gavves Fatih Porikli 162 14 0 17 Mar 2022
Meta-Learning of NAS for Few-shot Learning in Medical Image Applications Viet-Khoa Vo-Ho Kashu Yamazaki Hieu T. Hoang Minh-Triet Tran Ngan Le 146 5 0 16 Mar 2022
Fast Neural Architecture Search for Lightweight Dense Prediction Networks Lam Huynh Esa Rahtu Juan E. Sala Matas J. Heikkilä 180 2 0 03 Mar 2022
Neural Architecture Search for Dense Prediction Tasks in Computer VisionInternational Journal of Computer Vision (IJCV), 2022 T. Elsken Arber Zela J. H. Metzen B. Staffler Thomas Brox Abhinav Valada Katharina Eggensperger OOD 152 23 0 15 Feb 2022