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2003.11883
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DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation
Computer Vision and Pattern Recognition (CVPR), 2020
26 March 2020
Xiong Zhang
Hongmin Xu
Hong Mo
Jianchao Tan
Cheng Yang
Lei Wang
Wenqi Ren
AI4CE
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Papers citing
"DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation"
35 / 35 papers shown
TSLA: A Task-Specific Learning Adaptation for Semantic Segmentation on Autonomous Vehicles Platform
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Zhenglun Kong
Pu Zhao
Weihao Zeng
Hao Tang
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Geng Yuan
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DeNAS-ViT: Data Efficient NAS-Optimized Vision Transformer for Ultrasound Image Segmentation
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Xinzhe Zheng
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CountFormer: Multi-View Crowd Counting Transformer
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Xiong Zhang
Jianchao Tan
Cheng Yang
Qiong Gu
Bo Hang
Wenqi Ren
352
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02 Jul 2024
The devil is in discretization discrepancy. Robustifying Differentiable NAS with Single-Stage Searching Protocol
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Wojciech Jablonski
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Implantable Adaptive Cells: A Novel Enhancement for Pre-Trained U-Nets in Medical Image Segmentation
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Marcin Denkowski
Grzegorz Wójcik
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06 May 2024
Few-Shot Fruit Segmentation via Transfer Learning
IEEE International Conference on Robotics and Automation (ICRA), 2024
Jordan A. James
Heather K. Manching
Amanda M. Hulse-Kemp
William J. Beksi
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04 May 2024
Feature boosting with efficient attention for scene parsing
Vivek Singh
Shailza Sharma
Fabio Cuzzolin
185
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29 Feb 2024
Loss Functions in the Era of Semantic Segmentation: A Survey and Outlook
Reza Azad
Moein Heidary
Kadir Yilmaz
Michael Huttemann
Sanaz Karimijafarbigloo
Yuli Wu
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Dorit Merhof
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365
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08 Dec 2023
NAS-ASDet: An Adaptive Design Method for Surface Defect Detection Network using Neural Architecture Search
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Bin Li
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Tongzhi Niu
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18 Nov 2023
An Approach for Efficient Neural Architecture Search Space Definition
Leo Pouy
Fouad Khenfri
Patrick Leserf
C. Mraidha
Cherif Larouci
134
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25 Oct 2023
SSHNN: Semi-Supervised Hybrid NAS Network for Echocardiographic Image Segmentation
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Renqi Chen
Jingjing Luo
Fan Nian
Yuhui Cen
Yiheng Peng
Zekuan Yu
278
4
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09 Sep 2023
Transferable Attack for Semantic Segmentation
Mengqi He
Jing Zhang
Zhaoyuan Yang
Mingyi He
Nick Barnes
Yuchao Dai
258
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31 Jul 2023
Latent Graph Attention for Enhanced Spatial Context
Ayush Singh
Yash Bhambhu
Himanshu Buckchash
D. K. Gupta
Dilip K. Prasad
252
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09 Jul 2023
DCLP: Neural Architecture Predictor with Curriculum Contrastive Learning
AAAI Conference on Artificial Intelligence (AAAI), 2023
Shenghe Zheng
Hongzhi Wang
Tianyu Mu
424
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0
25 Feb 2023
Urban Scene Semantic Segmentation with Low-Cost Coarse Annotation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
A. Das
Yongqin Xian
Yang He
Zeynep Akata
Bernt Schiele
162
17
0
15 Dec 2022
NAS-based Recursive Stage Partial Network (RSPNet) for Light-Weight Semantic Segmentation
International Conference on Supercomputing (ICS), 2022
Yi-Chun Wang
J. Hsieh
Ming-Ching Chang
206
1
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03 Oct 2022
Lightweight and Progressively-Scalable Networks for Semantic Segmentation
International Journal of Computer Vision (IJCV), 2022
Yiheng Zhang
Ting Yao
Zhaofan Qiu
Tao Mei
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282
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27 Jul 2022
Convolutional Embedding Makes Hierarchical Vision Transformer Stronger
European Conference on Computer Vision (ECCV), 2022
Cong Wang
Hongmin Xu
Xiong Zhang
Li Wang
Zhitong Zheng
Haifeng Liu
ViT
153
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27 Jul 2022
SlimSeg: Slimmable Semantic Segmentation with Boundary Supervision
ACM Multimedia (ACM MM), 2022
Danna Xue
Feiyu Yang
Pei Wang
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298
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Multi-Prior Learning via Neural Architecture Search for Blind Face Restoration
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Yanjiang Yu
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Tong Lu
Changsheng Li
Ye Yuan
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CVBM
246
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0
28 Jun 2022
RF-Next: Efficient Receptive Field Search for Convolutional Neural Networks
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Shanghua Gao
Zhong-Yu Li
Qi Han
Ming-Ming Cheng
Liang Wang
352
46
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14 Jun 2022
Revisiting Multi-Scale Feature Fusion for Semantic Segmentation
Tianjian Meng
Golnaz Ghiasi
Reza Mahjorian
Quoc V. Le
Mingxing Tan
SSeg
381
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23 Mar 2022
Adaptive Cross-Layer Attention for Image Restoration
Yancheng Wang
N. Xu
Yingzhen Yang
373
4
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04 Mar 2022
Neural Architecture Search for Dense Prediction Tasks in Computer Vision
International Journal of Computer Vision (IJCV), 2022
T. Elsken
Arber Zela
J. H. Metzen
B. Staffler
Thomas Brox
Abhinav Valada
Katharina Eggensperger
OOD
222
26
0
15 Feb 2022
AutoSNN: Towards Energy-Efficient Spiking Neural Networks
International Conference on Machine Learning (ICML), 2022
Byunggook Na
J. Mok
Seongsik Park
Dongjin Lee
Hyeokjun Choe
Sungroh Yoon
477
87
0
30 Jan 2022
Neural Architecture Search for Spiking Neural Networks
European Conference on Computer Vision (ECCV), 2022
Youngeun Kim
Yuhang Li
Hyoungseob Park
Yeshwanth Venkatesha
Priyadarshini Panda
374
115
0
23 Jan 2022
Hidden Path Selection Network for Semantic Segmentation of Remote Sensing Images
Kunping Yang
Xin-Yi Tong
Gui-Song Xia
Weiming Shen
Liangpei Zhang
221
22
0
09 Dec 2021
Semantic Segmentation In-the-Wild Without Seeing Any Segmentation Examples
Nir Zabari
Yedid Hoshen
VLM
298
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06 Dec 2021
FBNetV5: Neural Architecture Search for Multiple Tasks in One Run
Bichen Wu
Chaojian Li
Hang Zhang
Xiaoliang Dai
Peizhao Zhang
Matthew Yu
Jialiang Wang
Yingyan Lin
Peter Vajda
ViT
645
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19 Nov 2021
HR-NAS: Searching Efficient High-Resolution Neural Architectures with Lightweight Transformers
Computer Vision and Pattern Recognition (CVPR), 2021
Mingyu Ding
Xiaochen Lian
Linjie Yang
Peng Wang
Xiaojie Jin
Zhiwu Lu
Ping Luo
ViT
280
75
0
11 Jun 2021
Learning Versatile Neural Architectures by Propagating Network Codes
International Conference on Learning Representations (ICLR), 2021
Mingyu Ding
Yuqi Huo
Haoyu Lu
Linjie Yang
Zhe Wang
Zhiwu Lu
Jingdong Wang
Ping Luo
AAML
205
14
0
24 Mar 2021
Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap
Lingxi Xie
Xin Chen
Kaifeng Bi
Longhui Wei
Yuhui Xu
...
Lanfei Wang
Anxiang Xiao
Jianlong Chang
Xiaopeng Zhang
Qi Tian
ViT
467
121
0
04 Aug 2020
Edge-Preserving Guided Semantic Segmentation for VIPriors Challenge
Chih-Chung Hsu
Hsin-Ti Ma
255
2
0
17 Jul 2020
Real-Time Segmentation Networks should be Latency Aware
Asian Conference on Computer Vision (ACCV), 2020
Evann Courdier
François Fleuret
VOS
SSeg
192
6
0
06 Apr 2020
A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D images
Applied Artificial Intelligence (AAI), 2019
Irem Ülkü
Erdem Akagündüz
SSeg
598
221
0
21 Dec 2019
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