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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
Dense Regression Activation Maps For Lesion Segmentation in CT scans of COVID-19 patients
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Weiyi Xie
Colin Jacobs
Jean-Paul Charbonnier
Bram van Ginneken
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186
14
0
25 May 2021
WeGleNet: A Weakly-Supervised Convolutional Neural Network for the Semantic Segmentation of Gleason Grades in Prostate Histology Images
Julio Silva-Rodríguez
Adrián Colomer
Valery Naranjo
223
46
0
21 May 2021
DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision
IEEE International Conference on Computer Vision (ICCV), 2021
Shiyi Lan
Zhiding Yu
Chris Choy
Subhashree Radhakrishnan
Guilin Liu
Yuke Zhu
Larry S. Davis
Anima Anandkumar
WSOD
ISeg
493
91
0
13 May 2021
Weakly Supervised Pseudo-Label assisted Learning for ALS Point Cloud Semantic Segmentation
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS Annals), 2021
Puzuo Wang
W. Yao
3DPC
141
9
0
05 May 2021
Universal Weakly Supervised Segmentation by Pixel-to-Segment Contrastive Learning
International Conference on Learning Representations (ICLR), 2021
Tsung-Wei Ke
Jyh-Jing Hwang
Stella X. Yu
SSL
282
83
0
03 May 2021
Beyond pixel-wise supervision for segmentation: A few global shape descriptors might be surprisingly good!
International Conference on Medical Imaging with Deep Learning (MIDL), 2021
H. Kervadec
Houda Bahig
L. Létourneau-Guillon
Jose Dolz
Ismail Ben Ayed
243
17
0
03 May 2021
Every Annotation Counts: Multi-label Deep Supervision for Medical Image Segmentation
Computer Vision and Pattern Recognition (CVPR), 2021
Simon Reiß
C. Seibold
Alexander Freytag
E. Rodner
Rainer Stiefelhagen
217
70
0
27 Apr 2021
Weakly Supervised Volumetric Segmentation via Self-taught Shape Denoising Model
International Conference on Medical Imaging with Deep Learning (MIDL), 2021
Qian He
Shuailin Li
Xuming He
422
3
0
27 Apr 2021
Multiple Sclerosis Lesion Analysis in Brain Magnetic Resonance Images: Techniques and Clinical Applications
IEEE journal of biomedical and health informatics (JBHI), 2021
Yang Ma
Chaoyi Zhang
Mariano Cabezas
Yang Song
Zihao Tang
Dongnan Liu
Weidong (Tom) Cai
M. Barnett
Chenyu Wang
261
39
0
20 Apr 2021
Gaussian Dynamic Convolution for Efficient Single-Image Segmentation
Changrui Chen
Xin Sun
Xiaorui Wang
Junyu Dong
Huiyu Zhou
Sheng Chen
185
50
0
18 Apr 2021
Learning Fuzzy Clustering for SPECT/CT Segmentation via Convolutional Neural Networks
Medical Physics (Lancaster) (Med. Phys.), 2021
Junyu Chen
Ye Li
L. Luna
H. Chung
S. Rowe
Yong Du
L. Solnes
Eric C. Frey
143
21
0
17 Apr 2021
Learning structure-aware semantic segmentation with image-level supervision
IEEE International Joint Conference on Neural Network (IJCNN), 2021
Jiawei Liu
Jing Zhang
Yicong Hong
Nick Barnes
157
8
0
15 Apr 2021
All you need are a few pixels: semantic segmentation with PixelPick
Gyungin Shin
Weidi Xie
Samuel Albanie
VLM
251
51
0
13 Apr 2021
Weakly supervised segmentation with cross-modality equivariant constraints
Gaurav Patel
Jose Dolz
SSL
230
58
0
06 Apr 2021
Robust Trust Region for Weakly Supervised Segmentation
IEEE International Conference on Computer Vision (ICCV), 2021
D. Marin
Yuri Boykov
UQCV
212
4
0
05 Apr 2021
Weakly-supervised Instance Segmentation via Class-agnostic Learning with Salient Images
Computer Vision and Pattern Recognition (CVPR), 2021
Xinggang Wang
Jiapei Feng
Bin Hu
Qiankun Ding
Longjin Ran
Xiaoxin Chen
Wenyu Liu
ISeg
203
42
0
04 Apr 2021
Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2021
Youngmin Oh
Beomjun Kim
Bumsub Ham
NoLa
202
119
0
02 Apr 2021
TS-CAM: Token Semantic Coupled Attention Map for Weakly Supervised Object Localization
IEEE International Conference on Computer Vision (ICCV), 2021
Wei Gao
Fang Wan
Xingjia Pan
Zhiliang Peng
Qi Tian
Zhenjun Han
Bolei Zhou
QiXiang Ye
ViT
WSOL
500
245
0
27 Mar 2021
Weakly Supervised Instance Segmentation for Videos with Temporal Mask Consistency
Computer Vision and Pattern Recognition (CVPR), 2021
Qing Liu
Vignesh Ramanathan
D. Mahajan
Alan Yuille
Zhenheng Yang
VOS
194
25
0
23 Mar 2021
BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation
Computer Vision and Pattern Recognition (CVPR), 2021
Jungbeom Lee
Jihun Yi
Chaehun Shin
Sungroh Yoon
ISeg
272
217
0
16 Mar 2021
Learning Class-Agnostic Pseudo Mask Generation for Box-Supervised Semantic Segmentation
Chaohao Xie
Dongwei Ren
Lei Wang
W. Zuo
253
4
0
09 Mar 2021
Unveiling the Potential of Structure Preserving for Weakly Supervised Object Localization
Computer Vision and Pattern Recognition (CVPR), 2021
Xingjia Pan
Yingguo Gao
Zhiwen Lin
Fan Tang
Weiming Dong
Haolei Yuan
Feiyue Huang
Changsheng Xu
WSOL
308
98
0
08 Mar 2021
Pseudo-labeling for Scalable 3D Object Detection
Benjamin Caine
Rebecca Roelofs
Vijay Vasudevan
Jiquan Ngiam
Yuning Chai
Zhiwen Chen
Jonathon Shlens
213
45
0
02 Mar 2021
Scalable Scene Flow from Point Clouds in the Real World
IEEE Robotics and Automation Letters (RA-L), 2021
P. Jund
Chris Sweeney
N. Abdo
Zhiwen Chen
Jonathon Shlens
3DPC
548
60
0
01 Mar 2021
A Survey on Deep Semi-supervised Learning
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2021
Xiangli Yang
Zixing Song
Irwin King
Zenglin Xu
379
772
0
28 Feb 2021
Medical Image Segmentation with Limited Supervision: A Review of Deep Network Models
IEEE Access (IEEE Access), 2021
Jialin Peng
Ye Wang
VLM
221
74
0
28 Feb 2021
Disambiguation of weak supervision with exponential convergence rates
International Conference on Machine Learning (ICML), 2021
Vivien A. Cabannes
Francis R. Bach
Alessandro Rudi
308
5
0
04 Feb 2021
Unsupervised Domain Adaptation from Axial to Short-Axis Multi-Slice Cardiac MR Images by Incorporating Pretrained Task Networks
IEEE Transactions on Medical Imaging (IEEE TMI), 2021
Sven Koehler
T. Hussain
Zach Blair
T. Huffaker
Florian Ritzmann
...
S. Sarikouch
H. Latus
G. Greil
I. Wolf
Sandy Engelhardt
249
10
0
19 Jan 2021
Weakly-Supervised Hierarchical Models for Predicting Persuasive Strategies in Good-faith Textual Requests
AAAI Conference on Artificial Intelligence (AAAI), 2021
Jiaao Chen
Diyi Yang
139
24
0
16 Jan 2021
Target Detection and Segmentation in Circular-Scan Synthetic-Aperture-Sonar Images using Semi-Supervised Convolutional Encoder-Decoders
IEEE Journal of Oceanic Engineering (IEEE J. Ocean. Eng.), 2021
I. Sledge
Matthew S. Emigh
Jonathan L. King
Denton L. Woods
J. T. Cobb
José C. Príncipe
206
21
0
10 Jan 2021
Generating Masks from Boxes by Mining Spatio-Temporal Consistencies in Videos
IEEE International Conference on Computer Vision (ICCV), 2021
Bin Zhao
Goutam Bhat
Martin Danelljan
Luc Van Gool
Radu Timofte
VOS
222
19
0
06 Jan 2021
Inverse reinforcement learning for autonomous navigation via differentiable semantic mapping and planning
Autonomous Robots (Auton. Robots), 2021
Tianyu Wang
Vikas Dhiman
Nikolay Atanasov
143
11
0
01 Jan 2021
Spectral Analysis for Semantic Segmentation with Applications on Feature Truncation and Weak Annotation
Social Science Research Network (SSRN), 2020
Li-Wei Chen
Wei-Chen Chiu
Chin-Tien Wu
394
0
0
28 Dec 2020
SegGroup: Seg-Level Supervision for 3D Instance and Semantic Segmentation
IEEE Transactions on Image Processing (TIP), 2020
An Tao
Yueqi Duan
Yi Wei
Jiwen Lu
Jie Zhou
3DPC
395
64
0
18 Dec 2020
Weakly-supervised Semantic Segmentation in Cityscape via Hyperspectral Image
Yuxing Huang
Shaodi You
Ying Fu
Qiu Shen
461
11
0
18 Dec 2020
Teach me to segment with mixed supervision: Confident students become masters
Information Processing in Medical Imaging (IPMI), 2020
Jose Dolz
Christian Desrosiers
Ismail Ben Ayed
246
28
0
15 Dec 2020
Information-Theoretic Segmentation by Inpainting Error Maximization
Computer Vision and Pattern Recognition (CVPR), 2020
Pedro H. P. Savarese
Sunnie S. Y. Kim
Michael Maire
G. Shakhnarovich
David A. McAllester
304
35
0
14 Dec 2020
Contrastive Learning for Label-Efficient Semantic Segmentation
IEEE International Conference on Computer Vision (ICCV), 2020
Xiangyu Zhao
Raviteja Vemulapalli
Philip Mansfield
Boqing Gong
Bradley Green
Lior Shapira
Ying Nian Wu
SSL
SSeg
621
198
0
13 Dec 2020
Deformable Gabor Feature Networks for Biomedical Image Classification
Xuan Gong
Xin Xia
Wentao Zhu
Baochang Zhang
David Doermann
Lian Zhuo
OOD
MedIm
151
29
0
07 Dec 2020
BoxInst: High-Performance Instance Segmentation with Box Annotations
Computer Vision and Pattern Recognition (CVPR), 2020
Zhi Tian
Chunhua Shen
Xinlong Wang
Hao Chen
ISeg
311
296
0
03 Dec 2020
3D Guided Weakly Supervised Semantic Segmentation
Asian Conference on Computer Vision (ACCV), 2020
Weixuan Sun
Jing Zhang
Nick Barnes
164
14
0
01 Dec 2020
AlphaMatch: Improving Consistency for Semi-supervised Learning with Alpha-divergence
Computer Vision and Pattern Recognition (CVPR), 2020
Chengyue Gong
Dilin Wang
Qiang Liu
FedML
104
49
0
23 Nov 2020
Federated Semi-Supervised Learning for COVID Region Segmentation in Chest CT using Multi-National Data from China, Italy, Japan
Medical Image Analysis (MedIA), 2020
Dong Yang
Ziyue Xu
Wenqi Li
Andriy Myronenko
H. Roth
...
Hitoshi Mori
K. Tamura
P. An
Bradford J. Wood
Daguang Xu
OOD
FedML
279
70
0
23 Nov 2020
Detecting Human-Object Interaction with Mixed Supervision
S. Kumaraswamy
Miaojing Shi
Ewa Kijak
264
14
0
10 Nov 2020
Find it if You Can: End-to-End Adversarial Erasing for Weakly-Supervised Semantic Segmentation
E. Stammes
Tom F. H. Runia
M. Hofmann
Mohsen Ghafoorian
213
12
0
09 Nov 2020
A Weakly-Supervised Semantic Segmentation Approach based on the Centroid Loss: Application to Quality Control and Inspection
Kai Yao
A. Ortiz
F. Bonnín-Pascual
204
0
0
26 Oct 2020
Scribble-based Weakly Supervised Deep Learning for Road Surface Extraction from Remote Sensing Images
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2020
Yao Wei
Shunping Ji
175
95
0
25 Oct 2020
A Teacher-Student Framework for Semi-supervised Medical Image Segmentation From Mixed Supervision
Liyan Sun
Jianxiong Wu
Xinghao Ding
Yue Huang
Guisheng Wang
Yizhou Yu
171
18
0
23 Oct 2020
UFO
2
^2
2
: A Unified Framework towards Omni-supervised Object Detection
European Conference on Computer Vision (ECCV), 2020
Zhongzheng Ren
Zhiding Yu
Xiaodong Yang
Xuan Li
Alex Schwing
Jan Kautz
ObjD
480
43
0
21 Oct 2020
SoccerMap: A Deep Learning Architecture for Visually-Interpretable Analysis in Soccer
Javier Fernández
L. Bornn
180
39
0
20 Oct 2020
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