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1502.02734
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Weakly- and Semi-Supervised Learning of a DCNN for Semantic Image Segmentation
9 February 2015
George Papandreou
Liang-Chieh Chen
Kevin Patrick Murphy
Alan Yuille
SSeg
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Papers citing
"Weakly- and Semi-Supervised Learning of a DCNN for Semantic Image Segmentation"
50 / 399 papers shown
All-pairs Consistency Learning for Weakly Supervised Semantic Segmentation
Weixuan Sun
Yanhao Zhang
Zhen Qin
Zheyuan Liu
Lin Cheng
Fanyi Wang
Yiran Zhong
Nick Barnes
ViT
220
11
0
08 Aug 2023
Learning Referring Video Object Segmentation from Weak Annotation
Wangbo Zhao
Ke Nan
Songyang Zhang
Kai-xiang Chen
Dahua Lin
Yang You
VOS
246
6
0
04 Aug 2023
Weakly Supervised 3D Instance Segmentation without Instance-level Annotations
S. Dong
Guosheng Lin
ISeg
3DV
252
4
0
03 Aug 2023
PourIt!: Weakly-supervised Liquid Perception from a Single Image for Visual Closed-Loop Robotic Pouring
IEEE International Conference on Computer Vision (ICCV), 2023
Haitao Lin
Yanwei Fu
Xiangyang Xue
248
12
0
21 Jul 2023
FODVid: Flow-guided Object Discovery in Videos
Silky Singh
Shripad Deshmukh
Mausoom Sarkar
R. Jain
Mayur Hemani
Balaji Krishnamurthy
VOS
207
3
0
10 Jul 2023
Interpretable Small Training Set Image Segmentation Network Originated from Multi-Grid Variational Model
Junying Meng
Weihong Guo
Jun Liu
Mingrui Yang
168
1
0
25 Jun 2023
Using Unreliable Pseudo-Labels for Label-Efficient Semantic Segmentation
International Journal of Computer Vision (IJCV), 2023
Haochen Wang
Yuchao Wang
Yujun Shen
Junsong Fan
Yuxi Wang
Zhaoxiang Zhang
UQCV
242
13
0
04 Jun 2023
DaTaSeg: Taming a Universal Multi-Dataset Multi-Task Segmentation Model
Neural Information Processing Systems (NeurIPS), 2023
Xiuye Gu
Huayu Chen
Jonathan Huang
Abdullah M. Rashwan
Boxin Wang
...
Golnaz Ghiasi
Weicheng Kuo
Huizhong Chen
Liang-Chieh Chen
David A. Ross
ISeg
267
36
0
02 Jun 2023
Towards Open-World Segmentation of Parts
Computer Vision and Pattern Recognition (CVPR), 2023
Tai-Yu Pan
Qing Liu
Wei-Lun Chao
Brian L. Price
OCL
305
19
0
26 May 2023
Semantic Segmentation by Semantic Proportions
Halil Ibrahim Aysel
Xiaohao Cai
Adam Prugel-Bennett
154
1
0
24 May 2023
Counterfactual Co-occurring Learning for Bias Mitigation in Weakly-supervised Object Localization
Feifei Shao
Yawei Luo
Lei Chen
Ping Liu
Wei Yang
Yi Yang
Jun Xiao
WSOL
271
2
0
24 May 2023
Multi-Granularity Denoising and Bidirectional Alignment for Weakly Supervised Semantic Segmentation
IEEE Transactions on Image Processing (IEEE TIP), 2023
Tao Chen
Yazhou Yao
Jinhui Tang
198
39
0
09 May 2023
Segment Anything is A Good Pseudo-label Generator for Weakly Supervised Semantic Segmentation
Peng-Tao Jiang
Yuqi Yang
VLM
237
36
0
02 May 2023
MARS: Model-agnostic Biased Object Removal without Additional Supervision for Weakly-Supervised Semantic Segmentation
IEEE International Conference on Computer Vision (ICCV), 2023
Sang-Kee Jo
In-Jae Yu
Kyungsu Kim
363
27
0
19 Apr 2023
Coupling Global Context and Local Contents for Weakly-Supervised Semantic Segmentation
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
Chunyan Wang
Dong Zhang
Liyan Zhang
Jinhui Tang
277
13
0
18 Apr 2023
High-fidelity Pseudo-labels for Boosting Weakly-Supervised Segmentation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Arvi Jonnarth
Yushan Zhang
Michael Felsberg
367
1
0
05 Apr 2023
Knowledge Combination to Learn Rotated Detection Without Rotated Annotation
Computer Vision and Pattern Recognition (CVPR), 2023
Tianyu Zhu
Bryce Ferenczi
Pulak Purkait
Tom Drummond
Hamid Rezatofighi
Anton Van Den Hengel
238
20
0
05 Apr 2023
Shepherding Slots to Objects: Towards Stable and Robust Object-Centric Learning
Computer Vision and Pattern Recognition (CVPR), 2023
Jinwoo Kim
Janghyuk Choi
Ho-Jin Choi
Seon Joo Kim
OCL
VLM
288
20
0
31 Mar 2023
Mask-Free Video Instance Segmentation
Computer Vision and Pattern Recognition (CVPR), 2023
Lei Ke
Martin Danelljan
Henghui Ding
Yu-Wing Tai
Chi-Keung Tang
Feng Yu
292
29
0
28 Mar 2023
Full or Weak annotations? An adaptive strategy for budget-constrained annotation campaigns
Computer Vision and Pattern Recognition (CVPR), 2023
Javier Gamazo Tejero
M. Zinkernagel
Sebastian Wolf
Raphael Sznitman
Pablo Márquez-Neila
267
6
0
21 Mar 2023
Semantic Image Segmentation: Two Decades of Research
Foundations and Trends in Computer Graphics and Vision (FTCGV), 2023
G. Csurka
Riccardo Volpi
Boris Chidlovskii
3DV
272
76
0
13 Feb 2023
CQnet: convex-geometric interpretation and constraining neural-network trajectories
Bas Peters
251
0
0
09 Feb 2023
Weakly-Supervised 3D Medical Image Segmentation using Geometric Prior and Contrastive Similarity
IEEE Transactions on Medical Imaging (TMI), 2023
H. Du
Qihua Dong
Yan Xu
J. Liao
228
17
0
04 Feb 2023
Training Semantic Segmentation on Heterogeneous Datasets
Panagiotis Meletis
Gijs Dubbelman
194
2
0
18 Jan 2023
CLIP is Also an Efficient Segmenter: A Text-Driven Approach for Weakly Supervised Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2022
Yuqi Lin
Minghao Chen
Wenxiao Wang
Boxi Wu
Ke Li
Binbin Lin
Haifeng Liu
Xiaofei He
VLM
CLIP
579
184
0
16 Dec 2022
Solve the Puzzle of Instance Segmentation in Videos: A Weakly Supervised Framework with Spatio-Temporal Collaboration
Liqi Yan
Qifan Wang
Siqi Ma
Jingang Wang
Changbin (Brad) Yu
VOS
183
69
0
15 Dec 2022
From colouring-in to pointillism: revisiting semantic segmentation supervision
Rodrigo Benenson
V. Ferrari
VLM
230
25
0
25 Oct 2022
PseudoAugment: Learning to Use Unlabeled Data for Data Augmentation in Point Clouds
European Conference on Computer Vision (ECCV), 2022
Zhaoqi Leng
Shuyang Cheng
Benjamin Caine
Weiyue Wang
Xiao Zhang
Jonathon Shlens
Mingxing Tan
Drago Anguelov
3DPC
220
18
0
24 Oct 2022
Non-Iterative Scribble-Supervised Learning with Pacing Pseudo-Masks for Medical Image Segmentation
Expert systems with applications (ESWA), 2022
Zefan Yang
Di Lin
Dong Ni
Yi Wang
168
15
0
20 Oct 2022
Dual Progressive Transformations for Weakly Supervised Semantic Segmentation
Dong Huo
Qingxin Xiao
Qingyao Wu
ViT
264
4
0
30 Sep 2022
Weakly Supervised Semantic Segmentation via Progressive Patch Learning
IEEE transactions on multimedia (IEEE TMM), 2022
Jinlong Li
Zequn Jie
Xu Wang
Yu Zhou
Xiaolin K. Wei
Lin Ma
VLM
270
30
0
16 Sep 2022
Robotic Perception in Agri-food Manipulation: A Review
Jack Foster
Mazvydas Gudelis
A. G. Esfahani
116
1
0
22 Aug 2022
Collaborative Propagation on Multiple Instance Graphs for 3D Instance Segmentation with Single-point Supervision
IEEE International Conference on Computer Vision (ICCV), 2022
S. Dong
Ruibo Li
Jiacheng Wei
Fayao Liu
Guosheng Lin
321
4
0
10 Aug 2022
Exploiting Shape Cues for Weakly Supervised Semantic Segmentation
Pattern Recognition (Pattern Recogn.), 2022
S. Kho
Pilhyeon Lee
W. Lee
Minsong Ki
H. Byun
146
23
0
08 Aug 2022
Information Gain Sampling for Active Learning in Medical Image Classification
Raghav Mehta
Changjian Shui
Brennan Nichyporuk
Tal Arbel
145
6
0
01 Aug 2022
Weakly Supervised Deep Instance Nuclei Detection using Points Annotation in 3D Cardiovascular Immunofluorescent Images
Machine Learning in Health Care (MLHC), 2022
Nazanin Moradinasab
Yash Sharma
Laura S. Shankman
Gary K. Owens
Donald E. Brown
175
1
0
29 Jul 2022
eX-ViT: A Novel eXplainable Vision Transformer for Weakly Supervised Semantic Segmentation
Pattern Recognition (Pattern Recogn.), 2022
Lu Yu
Wei Xiang
Juan Fang
Yi-Ping Phoebe Chen
Lianhua Chi
ViT
215
33
0
12 Jul 2022
Distilling Ensemble of Explanations for Weakly-Supervised Pre-Training of Image Segmentation Models
Machine-mediated learning (ML), 2022
Xuhong Li
Haoyi Xiong
Lu Dong
Dingfu Zhou
Zeyu Chen
Yaqing Wang
Dejing Dou
99
8
0
04 Jul 2022
Segmentation in large-scale cellular electron microscopy with deep learning: A literature survey
A. Aswath
A. Alsahaf
B. Giepmans
George Azzopardi
310
52
0
14 Jun 2022
Discovering Object Masks with Transformers for Unsupervised Semantic Segmentation
Wouter Van Gansbeke
Simon Vandenhende
Luc Van Gool
229
63
0
13 Jun 2022
A Survey on Deep Learning for Skin Lesion Segmentation
Z. Mirikharaji
Kumar Abhishek
Alceu Bissoto
Catarina Barata
Sandra Avila
Eduardo Valle
M. Celebi
Ghassan Hamarneh
486
151
0
01 Jun 2022
Labeling Where Adapting Fails: Cross-Domain Semantic Segmentation with Point Supervision via Active Selection
Fei Pan
François Rameau
Junsik Kim
In So Kweon
180
2
0
01 Jun 2022
Weakly-supervised segmentation of referring expressions
Robin Strudel
Ivan Laptev
Cordelia Schmid
238
29
0
10 May 2022
Mixed-UNet: Refined Class Activation Mapping for Weakly-Supervised Semantic Segmentation with Multi-scale Inference
Yang Liu
Ersi Zhang
Lulu Xu
Chufan Xiao
Xiao-Yu Zhong
...
Ming Xu
Yongbing Zhang
Dongmei Yu
C. Yan
Peiwu Qin
186
24
0
06 May 2022
One Weird Trick to Improve Your Semi-Weakly Supervised Semantic Segmentation Model
International Joint Conference on Artificial Intelligence (IJCAI), 2022
Wonho Bae
Junhyug Noh
Milad Jalali Asadabadi
Danica J. Sutherland
VLM
166
5
0
02 May 2022
Unsupervised Deep Learning Meets Chan-Vese Model
CSIAM Transactions on Applied Mathematics (TCAM), 2022
Dihan Zheng
Chenglong Bao
Zuoqiang Shi
Haibin Ling
Kaisheng Ma
127
4
0
14 Apr 2022
RecurSeed and EdgePredictMix: Pseudo-Label Refinement Learning for Weakly Supervised Semantic Segmentation across Single- and Multi-Stage Frameworks
Sang-Kee Jo
In-Jae Yu
Kyungsu Kim
366
4
0
14 Apr 2022
L2G: A Simple Local-to-Global Knowledge Transfer Framework for Weakly Supervised Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2022
Peng-Tao Jiang
Yuqi Yang
Qibin Hou
Yunchao Wei
206
153
0
07 Apr 2022
Panoptic NeRF: 3D-to-2D Label Transfer for Panoptic Urban Scene Segmentation
International Conference on 3D Vision (3DV), 2022
Xiao Fu
Shangzhan Zhang
Tianrun Chen
Yichong Lu
Lanyun Zhu
Xiaowei Zhou
Andreas Geiger
Yiyi Liao
3DPC
305
189
0
29 Mar 2022
MutexMatch: Semi-Supervised Learning with Mutex-Based Consistency Regularization
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Yue Duan
Zhen Zhao
Lei Qi
Lei Wang
Luping Zhou
Yinghuan Shi
Yang Gao
181
50
0
27 Mar 2022
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