All you need are a few pixels: semantic segmentation with PixelPick

13 April 2021

Papers citing "All you need are a few pixels: semantic segmentation with PixelPick"

30 / 30 papers shown

Title
SAMPa: Sharpness-aware Minimization Parallelized Wanyun Xie Thomas Pethick V. Cevher 25 1 0 14 Oct 2024
Bayesian Active Learning for Semantic Segmentation Sima Didari Wenjun Hu Jae Oh Woo Heng Hao Hankyu Moon Seungjai Min 48 0 0 03 Aug 2024
Generalized Coverage for More Robust Low-Budget Active Learning Wonho Bae Junhyug Noh Danica J. Sutherland 27 3 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 34 0 0 08 Jul 2024
Active Label Correction for Semantic Segmentation with Foundation Models Hoyoung Kim S. Hwang Suha Kwak Jungseul Ok VLM 37 1 0 16 Mar 2024
Spannotation: Enhancing Semantic Segmentation for Autonomous Navigation with Efficient Image Annotation Samuel O. Folorunsho William R. Norris 32 0 0 28 Feb 2024
Key Patch Proposer: Key Patches Contain Rich Information Jing Xu Beiwen Tian Hao Zhao VLM 17 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 26 11 0 07 Dec 2023
Rapid Network Adaptation: Learning to Adapt Neural Networks Using Test-Time Feedback Teresa Yeo Oğuzhan Fatih Kar Zahra Sodagar Amir Zamir TTA OOD 31 3 0 27 Sep 2023
Active Learning for Semantic Segmentation with Multi-class Label Query S. Hwang Sohyun Lee Hoyoung Kim Minhyeon Oh Jungseul Ok Suha Kwak VLM 38 7 0 17 Sep 2023
Maturity-Aware Active Learning for Semantic Segmentation with Hierarchically-Adaptive Sample Assessment Amirsaeed Yazdani Xuelu Li V. Monga EDL 41 0 0 28 Aug 2023
Semi-Supervised Semantic Segmentation via Marginal Contextual Information Moshe Kimhi Shai Kimhi Evgenii Zheltonozhskii Or Litany Chaim Baskin 29 10 0 26 Aug 2023
Mining of Single-Class by Active Learning for Semantic Segmentation Hugues Lambert E. Slade CLL VLM 11 0 0 18 Jul 2023
Hyperbolic Active Learning for Semantic Segmentation under Domain Shift Luca Franco Paolo Mandica Konstantinos Kallidromitis Devin Guillory Yu-Teng Li Trevor Darrell Fabio Galasso 49 9 0 19 Jun 2023
Mutual Information Regularization for Weakly-supervised RGB-D Salient Object Detection Aixuan Li Yuxin Mao Jing Zhang Yuchao Dai 26 25 0 06 Jun 2023
Fully Convolutional Networks for Dense Water Flow Intensity Prediction in Swedish Catchment Areas Aleksis Pirinen Olof Mogren Mårten Västerdal 22 0 0 04 Apr 2023
Active Coarse-to-Fine Segmentation of Moveable Parts from Real Images Ruiqi Wang A. Patil Fenggen Yu Hao Zhang 15 2 0 21 Mar 2023
Best Practices in Active Learning for Semantic Segmentation Sudhanshu Mittal J. Niemeijer Jörg P. Schäfer Thomas Brox VLM 21 14 0 08 Feb 2023
Deep Active Learning for Computer Vision: Past and Future Rinyoichi Takezoe Xu Liu Shunan Mao Marco Tianyu Chen Zhanpeng Feng Shiliang Zhang Xiaoyu Wang VLM 41 19 0 27 Nov 2022
From colouring-in to pointillism: revisiting semantic segmentation supervision Rodrigo Benenson V. Ferrari VLM 21 18 0 25 Oct 2022
Semantic Segmentation with Active Semi-Supervised Representation Learning Aneesh Rangnekar Christopher Kanan Matthew Hoffman 25 5 0 16 Oct 2022
Active Pointly-Supervised Instance Segmentation Chufeng Tang Lingxi Xie Gang Zhang Xiaopeng Zhang Qi Tian Xiaolin Hu ISeg 34 15 0 23 Jul 2022
ReCo: Retrieve and Co-segment for Zero-shot Transfer Gyungin Shin Weidi Xie Samuel Albanie VLM 27 89 0 14 Jun 2022
GroupViT: Semantic Segmentation Emerges from Text Supervision Jiarui Xu Shalini De Mello Sifei Liu Wonmin Byeon Thomas Breuel Jan Kautz Xinyu Wang ViT VLM 189 499 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 28 89 0 25 Nov 2021
Semi-Supervised Semantic Segmentation via Adaptive Equalization Learning Hanzhe Hu Fangyun Wei Han Hu Qiwei Ye J. Cui Liwei Wang 20 153 0 11 Oct 2021
DEAL: Difficulty-aware Active Learning for Semantic Segmentation Shuai Xie Zunlei Feng Ying Chen Songtao Sun Chao Ma Xiuming Zhang VLM 122 50 0 17 Oct 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 267 3,371 0 09 Mar 2020
Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation Jiwoon Ahn Suha Kwak 234 740 0 28 Mar 2018
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,138 0 06 Jun 2015