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All you need are a few pixels: semantic segmentation with PixelPick
13 April 2021
Gyungin Shin
Weidi Xie
Samuel Albanie
VLM
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Papers citing
"All you need are a few pixels: semantic segmentation with PixelPick"
28 / 28 papers shown
Diffusion-Driven Two-Stage Active Learning for Low-Budget Semantic Segmentation
Jeongin Kim
Wonho Bae
YouLee Han
Giyeong Oh
Youngjae Yu
Danica J. Sutherland
Junhyug Noh
DiffM
150
0
0
25 Oct 2025
When Confidence Fails: Revisiting Pseudo-Label Selection in Semi-supervised Semantic Segmentation
Pan Liu
Jinshi Liu
150
1
0
20 Sep 2025
SAMPa: Sharpness-aware Minimization Parallelized
Neural Information Processing Systems (NeurIPS), 2024
Wanyun Xie
Thomas Pethick
Volkan Cevher
239
1
0
14 Oct 2024
Bayesian Active Learning for Semantic Segmentation
Sima Didari
Wenjun Hu
Jae Oh Woo
Heng Hao
Hankyu Moon
Seungjai Min
390
5
0
03 Aug 2024
Generalized Coverage for More Robust Low-Budget Active Learning
Wonho Bae
Junhyug Noh
Danica J. Sutherland
437
7
0
16 Jul 2024
Leveraging image captions for selective whole slide image annotation
Jingna Qiu
Marc Aubreville
Frauke Wilm
Mathias Öttl
Jonas Utz
M. Schlereth
Katharina Breininger
198
0
0
08 Jul 2024
Active Label Correction for Semantic Segmentation with Foundation Models
Hoyoung Kim
S. Hwang
Suha Kwak
Jungseul Ok
VLM
251
5
0
16 Mar 2024
Spannotation: Enhancing Semantic Segmentation for Autonomous Navigation with Efficient Image Annotation
Samuel O. Folorunsho
William R. Norris
166
0
0
28 Feb 2024
Key Patch Proposer: Key Patches Contain Rich Information
Jing Xu
Beiwen Tian
Hao Zhao
VLM
198
0
0
18 Feb 2024
Semi-Supervised Active Learning for Semantic Segmentation in Unknown Environments Using Informative Path Planning
Julius Ruckin
Federico Magistri
C. Stachniss
Marija Popović
SSL
286
19
0
07 Dec 2023
Rapid Network Adaptation: Learning to Adapt Neural Networks Using Test-Time Feedback
IEEE International Conference on Computer Vision (ICCV), 2023
Teresa Yeo
Oğuzhan Fatih Kar
Zahra Sodagar
Amir Zamir
TTA
OOD
227
8
0
27 Sep 2023
Active Learning for Semantic Segmentation with Multi-class Label Query
Neural Information Processing Systems (NeurIPS), 2023
S. Hwang
Sohyun Lee
Hoyoung Kim
Minhyeon Oh
Jungseul Ok
Suha Kwak
VLM
288
13
0
17 Sep 2023
Maturity-Aware Active Learning for Semantic Segmentation with Hierarchically-Adaptive Sample Assessment
British Machine Vision Conference (BMVC), 2023
Amirsaeed Yazdani
Xuelu Li
V. Monga
EDL
178
1
0
28 Aug 2023
Semi-Supervised Semantic Segmentation via Marginal Contextual Information
Moshe Kimhi
Shai Kimhi
Evgenii Zheltonozhskii
Or Litany
Chaim Baskin
304
19
0
26 Aug 2023
Mining of Single-Class by Active Learning for Semantic Segmentation
Hugues Lambert
E. Slade
CLL
VLM
234
0
0
18 Jul 2023
Hyperbolic Active Learning for Semantic Segmentation under Domain Shift
International Conference on Machine Learning (ICML), 2023
Luca Franco
Paolo Mandica
Konstantinos Kallidromitis
Devin Guillory
Yu-Teng Li
Trevor Darrell
Fabio Galasso
281
15
0
19 Jun 2023
Mutual Information Regularization for Weakly-supervised RGB-D Salient Object Detection
Aixuan Li
Yuxin Mao
Jing Zhang
Yuchao Dai
244
34
0
06 Jun 2023
Fully Convolutional Networks for Dense Water Flow Intensity Prediction in Swedish Catchment Areas
Annual Workshop of the Swedish Artificial Intelligence Society (ASAIS), 2023
Aleksis Pirinen
Olof Mogren
Mårten Västerdal
173
0
0
04 Apr 2023
Active Coarse-to-Fine Segmentation of Moveable Parts from Real Images
European Conference on Computer Vision (ECCV), 2023
Ruiqi Wang
A. Patil
Fenggen Yu
Hao Zhang
263
5
0
21 Mar 2023
Best Practices in Active Learning for Semantic Segmentation
Sudhanshu Mittal
J. Niemeijer
Jörg P. Schäfer
Thomas Brox
VLM
284
20
0
08 Feb 2023
Deep Active Learning for Computer Vision: Past and Future
APSIPA Transactions on Signal and Information Processing (TASIP), 2022
Rinyoichi Takezoe
Xu Liu
Shunan Mao
Marco Tianyu Chen
Zhanpeng Feng
Shiliang Zhang
Xiaoyu Wang
VLM
198
27
0
27 Nov 2022
From colouring-in to pointillism: revisiting semantic segmentation supervision
Rodrigo Benenson
V. Ferrari
VLM
230
25
0
25 Oct 2022
Semantic Segmentation with Active Semi-Supervised Representation Learning
British Machine Vision Conference (BMVC), 2022
Aneesh Rangnekar
Christopher Kanan
Matthew Hoffman
198
6
0
16 Oct 2022
Active Pointly-Supervised Instance Segmentation
European Conference on Computer Vision (ECCV), 2022
Chufeng Tang
Lingxi Xie
Qiang Chen
Xiaopeng Zhang
Qi Tian
Xiaolin Hu
ISeg
324
19
0
23 Jul 2022
ReCo: Retrieve and Co-segment for Zero-shot Transfer
Neural Information Processing Systems (NeurIPS), 2022
Gyungin Shin
Weidi Xie
Samuel Albanie
VLM
364
126
0
14 Jun 2022
GroupViT: Semantic Segmentation Emerges from Text Supervision
Computer Vision and Pattern Recognition (CVPR), 2022
Jiarui Xu
Shalini De Mello
Sifei Liu
Wonmin Byeon
Thomas Breuel
Jan Kautz
Xinyu Wang
ViT
VLM
760
633
0
22 Feb 2022
Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation
Binhui Xie
Longhui Yuan
Shuang Li
Chi Harold Liu
Xinjing Cheng
UQCV
213
105
0
25 Nov 2021
Semi-Supervised Semantic Segmentation via Adaptive Equalization Learning
Neural Information Processing Systems (NeurIPS), 2021
Hanzhe Hu
Fangyun Wei
Han Hu
Qiwei Ye
J. Cui
Liwei Wang
182
194
0
11 Oct 2021
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