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2203.10739
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Tree Energy Loss: Towards Sparsely Annotated Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2022
21 March 2022
Zhiyuan Liang
Tiancai Wang
Xinming Zhang
Jian Sun
Jianbing Shen
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Github (104★)
Papers citing
"Tree Energy Loss: Towards Sparsely Annotated Semantic Segmentation"
38 / 38 papers shown
SCALER: SAM-Enhanced Collaborative Learning for Label-Deficient Concealed Object Segmentation
Chunming He
Rihan Zhang
Longxiang Tang
Ziyun Yang
Kai Li
Deng-Ping Fan
Sina Farsiu
155
4
0
22 Nov 2025
Segment Anything Across Shots: A Method and Benchmark
Hengrui Hu
Kaining Ying
Henghui Ding
VOS
404
0
0
17 Nov 2025
LC-SLab -- An Object-based Deep Learning Framework for Large-scale Land Cover Classification from Satellite Imagery and Sparse In-situ Labels
Johannes Leonhardt
Juergen Gall
R. Roscher
266
0
0
19 Sep 2025
Deep Learning for Crack Detection: A Review of Learning Paradigms, Generalizability, and Datasets
Xinan Zhang
Haolin Wang
Yung-An Hsieh
Zhongyu Yang
Anthony Yezzi
Y. Tsai
244
1
0
14 Aug 2025
Segment Concealed Objects with Incomplete Supervision
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
Chunming He
Kai Li
Yachao Zhang
Ziyun Yang
Youwei Pang
...
Chengyu Fang
Yulun Zhang
Linghe Kong
Xiu Li
Sina Farsiu
284
9
0
10 Jun 2025
Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation
Chao Yin
Hao Li
Kequan Yang
Jide Li
Pinpin Zhu
Xiaoqiang Li
371
2
0
07 Jun 2025
Towards Real Zero-Shot Camouflaged Object Segmentation without Camouflaged Annotations
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Cheng Lei
Jie Fan
Xinran Li
Tianzhu Xiang
Ao Li
Ce Zhu
Le Zhang
346
7
0
22 Oct 2024
Size Aware Cross-shape Scribble Supervision for Medical Image Segmentation
Jing Yuan
Tania Stathaki
271
0
0
24 Aug 2024
Scribbles for All: Benchmarking Scribble Supervised Segmentation Across Datasets
Neural Information Processing Systems (NeurIPS), 2024
Wolfgang Boettcher
Lukas Hoyer
Ozan Unal
J. E. Lenssen
Bernt Schiele
225
2
0
22 Aug 2024
SAM-COD: SAM-guided Unified Framework for Weakly-Supervised Camouflaged Object Detection
Huafeng Chen
Pengxu Wei
Guangqian Guo
Shan Gao
314
32
0
20 Aug 2024
Learning Camouflaged Object Detection from Noisy Pseudo Label
Jin Zhang
Ruiheng Zhang
Yanjiao Shi
Zhe Cao
Nian Liu
Fahad Shahbaz Khan
321
16
0
18 Jul 2024
Frozen CLIP: A Strong Backbone for Weakly Supervised Semantic Segmentation
Bingfeng Zhang
Siyue Yu
Yunchao Wei
Yao Zhao
Jimin Xiao
VLM
246
43
0
17 Jun 2024
Global High Categorical Resolution Land Cover Mapping via Weak Supervision
Xin-Yi Tong
Runmin Dong
Xiao Xiang Zhu
254
7
0
02 Jun 2024
Competing for pixels: a self-play algorithm for weakly-supervised segmentation
Shaheer U. Saeed
Shiqi Huang
João Ramalhinho
Iani J. M. B. Gayo
Nina Montaña-Brown
...
Stephen P. Pereira
Brian R. Davidson
D. Barratt
Matthew J. Clarkson
Yipeng Hu
342
0
0
26 May 2024
Label-efficient Semantic Scene Completion with Scribble Annotations
Song Wang
Jiawei Yu
Wentong Li
Hao Shi
Kailun Yang
Junbo Chen
Jianke Zhu
307
12
0
24 May 2024
Scribble Hides Class: Promoting Scribble-Based Weakly-Supervised Semantic Segmentation with Its Class Label
Xinliang Zhang
Lei Zhu
Hangzhou He
Lujia Jin
Yanye Lu
DiffM
214
18
0
27 Feb 2024
FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image Segmentation
Li Lin
Yixiang Liu
Jiewei Wu
Pujin Cheng
Zhiyuan Cai
Kenneth K. Y. Wong
Xiaoying Tang
FedML
502
22
0
27 Feb 2024
ProCNS: Progressive Prototype Calibration and Noise Suppression for Weakly-Supervised Medical Image Segmentation
IEEE journal of biomedical and health informatics (IEEE JBHI), 2024
Y. Liu
L. Lin
K. Wong
X. Tang
405
7
0
25 Jan 2024
Self-Supervised Vision Transformers Are Efficient Segmentation Learners for Imperfect Labels
Seungho Lee
Seoungyoon Kang
Hyunjung Shim
ViT
VLM
202
1
0
23 Jan 2024
ScribbleGen: Generative Data Augmentation Improves Scribble-supervised Semantic Segmentation
Jacob Schnell
Jieke Wang
Lu Qi
Vincent Tao Hu
Meng Tang
DiffM
370
3
0
28 Nov 2023
Label-efficient Segmentation via Affinity Propagation
Neural Information Processing Systems (NeurIPS), 2023
Wentong Li
Yuqian Yuan
Song Wang
Wenyu Liu
Dongqi Tang
Jian Liu
Jianke Zhu
Lei Zhang
395
10
0
16 Oct 2023
Scribble-based 3D Multiple Abdominal Organ Segmentation via Triple-branch Multi-dilated Network with Pixel- and Class-wise Consistency
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Meng Han
Xiangde Luo
Wenjun Liao
Shichuan Zhang
Shaoting Zhang
Guotai Wang
253
12
0
18 Sep 2023
Boosting Weakly-Supervised Image Segmentation via Representation, Transform, and Compensator
Chunyan Wang
Dong Zhang
Rui Yan
409
3
0
02 Sep 2023
Point2Mask: Point-supervised Panoptic Segmentation via Optimal Transport
IEEE International Conference on Computer Vision (ICCV), 2023
Wentong Li
Yu-Jie Yuan
Song Wang
Jianke Zhu
Jianshu Li
Jian Liu
Lei Zhang
3DPC
OT
393
35
0
03 Aug 2023
Land Cover Segmentation with Sparse Annotations from Sentinel-2 Imagery
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2023
Marco Galatola
Edoardo Arnaudo
Luca Barco
Claudio Rossi
F. Dominici
161
2
0
28 Jun 2023
Mutual Information Regularization for Weakly-supervised RGB-D Salient Object Detection
Aixuan Li
Yuxin Mao
Jing Zhang
Yuchao Dai
262
38
0
06 Jun 2023
Weakly-Supervised Concealed Object Segmentation with SAM-based Pseudo Labeling and Multi-scale Feature Grouping
Neural Information Processing Systems (NeurIPS), 2023
Chunming He
Kai Li
Yachao Zhang
Guoxia Xu
Longxiang Tang
Yulun Zhang
Z. Guo
Xiu Li
323
181
0
18 May 2023
LiDAR2Map: In Defense of LiDAR-Based Semantic Map Construction Using Online Camera Distillation
Computer Vision and Pattern Recognition (CVPR), 2023
Song Wang
Wentong Li
Wenyu Liu
Xiaolu Liu
Jianke Zhu
335
26
0
22 Apr 2023
Unifying and Personalizing Weakly-supervised Federated Medical Image Segmentation via Adaptive Representation and Aggregation
Li Lin
Jiewei Wu
Yixiang Liu
Kenneth K. Y. Wong
Xiaoying Tang
FedML
211
10
0
12 Apr 2023
A Language-Guided Benchmark for Weakly Supervised Open Vocabulary Semantic Segmentation
Social Science Research Network (SSRN), 2023
Prashant Pandey
Mustafa Chasmai
Monish Natarajan
Brejesh Lall
VLM
264
6
0
27 Feb 2023
Pixel Difference Convolutional Network for RGB-D Semantic Segmentation
Jun Yang
Lizhi Bai
Yaoru Sun
Chunqi Tian
Maoyu Mao
Guorun Wang
SSeg
310
46
0
23 Feb 2023
YoloCurvSeg: You Only Label One Noisy Skeleton for Vessel-style Curvilinear Structure Segmentation
Li Lin
Linkai Peng
Huaqing He
Pujin Cheng
Jiewei Wu
Kenneth K. Y. Wong
Xiaoying Tang
496
21
0
11 Dec 2022
SASFormer: Transformers for Sparsely Annotated Semantic Segmentation
IEEE International Conference on Multimedia and Expo (ICME), 2022
Hui Su
Yue Ye
Wei Hua
Lechao Cheng
Min-Gyoo Song
462
9
0
05 Dec 2022
Box2Mask: Box-supervised Instance Segmentation via Level-set Evolution
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Wentong Li
Wenyu Liu
Jianke Zhu
Miaomiao Cui
Risheng Yu
Xia Hua
Lei Zhang
ISeg
367
59
0
03 Dec 2022
Box-supervised Instance Segmentation with Level Set Evolution
European Conference on Computer Vision (ECCV), 2022
Wentong Li
Wenyu Liu
Jianke Zhu
Miaomiao Cui
Xia Hua
Lei Zhang
ISeg
330
81
0
19 Jul 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
496
4
0
14 Apr 2022
Regional Semantic Contrast and Aggregation for Weakly Supervised Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2022
Tianfei Zhou
Meijie Zhang
Fang Zhao
Jianwu Li
381
165
0
17 Mar 2022
Dynamic Feature Regularized Loss for Weakly Supervised Semantic Segmentation
Bingfeng Zhang
Jimin Xiao
Yao Zhao
350
18
0
03 Aug 2021
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