Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
1502.02734
Cited By
v1
v2
v3 (latest)
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
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Weakly- and Semi-Supervised Learning of a DCNN for Semantic Image Segmentation"
50 / 399 papers shown
Importance Sampling CAMs for Weakly-Supervised Segmentation
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Arvi Jonnarth
Michael Felsberg
231
7
0
23 Mar 2022
Learning Self-Supervised Low-Rank Network for Single-Stage Weakly and Semi-Supervised Semantic Segmentation
International Journal of Computer Vision (IJCV), 2022
Junwen Pan
Q. Hu
Kaihua Zhang
Bing Cao
Yu Wang
Dingwen Zhang
Junwei Han
Q. Hu
212
82
0
19 Mar 2022
PseudoProp: Robust Pseudo-Label Generation for Semi-Supervised Object Detection in Autonomous Driving Systems
Shu Hu
Chunfang Liu
Jayanta K. Dutta
Ming-Ching Chang
Siwei Lyu
Naveen Ramakrishnan
250
18
0
11 Mar 2022
Label-efficient Hybrid-supervised Learning for Medical Image Segmentation
AAAI Conference on Artificial Intelligence (AAAI), 2022
Junwen Pan
Qi Bi
Yanzhan Yang
Q. Hu
Cheng Bian
179
24
0
10 Mar 2022
Adversarial Dual-Student with Differentiable Spatial Warping for Semi-Supervised Semantic Segmentation
Cong Cao
Tianwei Lin
Dongliang He
Fu Li
Huanjing Yue
Jingyu Yang
Errui Ding
302
23
0
05 Mar 2022
Cross Language Image Matching for Weakly Supervised Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2022
Jinheng Xie
Xianxu Hou
Kai Ye
Linlin Shen
CLIP
VLM
416
142
0
05 Mar 2022
Learning Affinity from Attention: End-to-End Weakly-Supervised Semantic Segmentation with Transformers
Computer Vision and Pattern Recognition (CVPR), 2022
Lixiang Ru
Yibing Zhan
Baosheng Yu
Bo Du
ViT
272
242
0
05 Mar 2022
Weakly-Supervised Semantic Segmentation with Visual Words Learning and Hybrid Pooling
International Journal of Computer Vision (IJCV), 2022
Lixiang Ru
Bo Du
Yibing Zhan
Chen Wu
213
56
0
10 Feb 2022
Semantic Segmentation of Anaemic RBCs Using Multilevel Deep Convolutional Encoder-Decoder Network
IEEE Access (IEEE Access), 2022
Muhammad Shahzad
A. I. Umar
S. H. Shirazi
Israr Ahmed Shaikh
131
6
0
09 Feb 2022
Modeling the Background for Incremental and Weakly-Supervised Semantic Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Fabio Cermelli
Goran Frehse
Samuel Rota Buló
Elisa Ricci
Barbara Caputo
CLL
201
11
0
31 Jan 2022
Deeply Explain CNN via Hierarchical Decomposition
International Journal of Computer Vision (IJCV), 2022
Mingg-Ming Cheng
Peng-Tao Jiang
Linghao Han
Liang Wang
Juil Sock
FAtt
172
16
0
23 Jan 2022
Predictive Inference with Weak Supervision
Journal of machine learning research (JMLR), 2022
Maxime Cauchois
Suyash Gupta
Alnur Ali
John C. Duchi
349
11
0
20 Jan 2022
GuidedMix-Net: Semi-supervised Semantic Segmentation by Using Labeled Images as Reference
AAAI Conference on Artificial Intelligence (AAAI), 2021
Peng Tu
Yawen Huang
Feng Zheng
Zhenyu He
Liujun Cao
Ling Shao
171
27
0
28 Dec 2021
Few-shot Font Generation with Weakly Supervised Localized Representations
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Song Park
Sanghyuk Chun
Junbum Cha
Bado Lee
Hyunjung Shim
185
19
0
22 Dec 2021
Weakly Supervised Semantic Segmentation via Alternative Self-Dual Teaching
Dingwen Zhang
Wenyuan Zeng
Guangyu Guo
Chaowei Fang
Lechao Cheng
Ming-Ming Cheng
Junwei Han
322
46
0
17 Dec 2021
Exploring Pixel-level Self-supervision for Weakly Supervised Semantic Segmentation
Sung-Hoon Yoon
H. Kweon
Jaeseok Jeong
Hyeonseong Kim
Shinjeong Kim
Kuk-Jin Yoon
141
13
0
10 Dec 2021
GETAM: Gradient-weighted Element-wise Transformer Attention Map for Weakly-supervised Semantic segmentation
Weixuan Sun
Jing Zhang
Zheyuan Liu
Yiran Zhong
Nick Barnes
ViT
224
15
0
06 Dec 2021
Incremental Learning in Semantic Segmentation from Image Labels
Fabio Cermelli
Dario Fontanel
A. Tavera
Marco Ciccone
Barbara Caputo
VLM
CLL
220
65
0
03 Dec 2021
Background-Click Supervision for Temporal Action Localization
Le Yang
Junwei Han
Tao Zhao
Tianwei Lin
Dingwen Zhang
Jianxin Chen
173
66
0
24 Nov 2021
Weakly-supervised fire segmentation by visualizing intermediate CNN layers
Milad Niknejad
Alexandre Bernardino
93
1
0
16 Nov 2021
Unsupervised Foreground Extraction via Deep Region Competition
Neural Information Processing Systems (NeurIPS), 2021
Peiyu Yu
Sirui Xie
Xiaojian Ma
Yixin Zhu
Ying Nian Wu
Song-Chun Zhu
OCL
321
44
0
29 Oct 2021
Inferring the Class Conditional Response Map for Weakly Supervised Semantic Segmentation
Weixuan Sun
Jing Zhang
Nick Barnes
WSOL
269
16
0
27 Oct 2021
Simpler Does It: Generating Semantic Labels with Objectness Guidance
British Machine Vision Conference (BMVC), 2021
Md. Amirul Islam
M. Kowal
Sen Jia
Konstantinos G. Derpanis
Neil D. B. Bruce
VLM
193
1
0
20 Oct 2021
Weakly-Supervised Semantic Segmentation by Learning Label Uncertainty
R. Neven
D. Neven
Bert De Brabandere
Marc Proesmans
Toon Goedemé
UQCV
284
5
0
12 Oct 2021
Weak Novel Categories without Tears: A Survey on Weak-Shot Learning
Li Niu
VLM
OffRL
176
2
0
06 Oct 2021
Weak-shot Semantic Segmentation by Transferring Semantic Affinity and Boundary
Siyuan Zhou
Li Niu
Jianlou Si
Chao Qian
Liqing Zhang
204
11
0
04 Oct 2021
Deep Learning-Based Detection of the Acute Respiratory Distress Syndrome: What Are the Models Learning?
Gregory B. Rehm
Chao Wang
I. Cortés-Puch
Chen-Nee Chuah
Jason Y. Adams
111
1
0
25 Sep 2021
Segmentation with mixed supervision: Confidence maximization helps knowledge distillation
Bingyuan Liu
Christian Desrosiers
Ismail Ben Ayed
Jose Dolz
303
22
0
21 Sep 2021
Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-Refinement
Beomyoung Kim
Y. Yoo
Chae-Eun Rhee
Junmo Kim
ISeg
441
41
0
20 Sep 2021
A semi-supervised self-training method to develop assistive intelligence for segmenting multiclass bridge elements from inspection videos
Structural Health Monitoring (SHM), 2021
Muhammad Monjurul Karim
Ruwen Qin
Zhaozheng Yin
Genda Chen
194
25
0
10 Sep 2021
WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Guoqing Zheng
Giannis Karamanolakis
Kai Shu
Ahmed Hassan Awadallah
SSL
212
2
0
28 Aug 2021
Efficient Algorithms for Learning from Coarse Labels
Annual Conference Computational Learning Theory (COLT), 2021
Eleni Psaroudaki
Alkis Kalavasis
Vasilis Kontonis
Christos Tzamos
159
17
0
22 Aug 2021
Fully Convolutional Networks for Panoptic Segmentation with Point-based Supervision
Yanwei Li
Hengshuang Zhao
Xiaojuan Qi
Yukang Chen
Lu Qi
Liwei Wang
Zeming Li
Jian Sun
Jiaya Jia
204
59
0
17 Aug 2021
An EM Framework for Online Incremental Learning of Semantic Segmentation
ACM Multimedia (ACM MM), 2021
Shipeng Yan
Jiale Zhou
Jiangwei Xie
Songyang Zhang
Xuming He
CLL
160
43
0
08 Aug 2021
Boosting Few-shot Semantic Segmentation with Transformers
Guolei Sun
Yun-Hai Liu
Christos Sakaridis
Luc Van Gool
ViT
142
12
0
04 Aug 2021
Adaptive Affinity Loss and Erroneous Pseudo-Label Refinement for Weakly Supervised Semantic Segmentation
Xiangrong Zhang
Zelin Peng
Peng Zhu
Tianyang Zhang
Chen Li
Huiyu Zhou
L. Jiao
CLL
180
57
0
03 Aug 2021
Visual Boundary Knowledge Translation for Foreground Segmentation
Zunlei Feng
Lechao Cheng
Xinchao Wang
Xiang Wang
Ya Jie Liu
Xiangtong Du
Xiuming Zhang
183
7
0
01 Aug 2021
Personalized Image Semantic Segmentation
IEEE International Conference on Computer Vision (ICCV), 2021
Yu Zhang
Chang-Bin Zhang
Peng-Tao Jiang
Mingg-Ming Cheng
Feng Mao
315
9
0
24 Jul 2021
GuidedMix-Net: Learning to Improve Pseudo Masks Using Labeled Images as Reference
Peng Tu
Yawen Huang
Rongrong Ji
Feng Zheng
Ling Shao
174
7
0
29 Jun 2021
Learning-based Framework for Sensor Fault-Tolerant Building HVAC Control with Model-assisted Learning
International Conference on Systems for Energy-Efficient Built Environments (BuildSys), 2021
Shichao Xu
Yangyang Fu
Yixuan Wang
Zheng O’Neill
Qi Zhu
AI4CE
165
19
0
27 Jun 2021
Semi-supervised Semantic Segmentation with Directional Context-aware Consistency
Computer Vision and Pattern Recognition (CVPR), 2021
Xin Lai
Zhuotao Tian
Li Jiang
Shu Liu
Hengshuang Zhao
Liwei Wang
Jiaya Jia
266
235
0
27 Jun 2021
Generative Modeling for Multi-task Visual Learning
Zhipeng Bao
M. Hebert
Yu-Xiong Wang
131
18
0
25 Jun 2021
Towards Single Stage Weakly Supervised Semantic Segmentation
Peri Akiva
Kristin J. Dana
262
10
0
18 Jun 2021
Keep CALM and Improve Visual Feature Attribution
IEEE International Conference on Computer Vision (ICCV), 2021
Jae Myung Kim
Junsuk Choe
Zeynep Akata
Seong Joon Oh
FAtt
816
22
0
15 Jun 2021
Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations
Neural Information Processing Systems (NeurIPS), 2021
Wouter Van Gansbeke
Simon Vandenhende
Stamatios Georgoulis
Luc Van Gool
SSL
351
74
0
10 Jun 2021
Enforcing Morphological Information in Fully Convolutional Networks to Improve Cell Instance Segmentation in Fluorescence Microscopy Images
International Work-Conference on Artificial and Natural Neural Networks (IWANN), 2021
W. Zamora-Cardenas
Mauro Mendez
Saul Calderon-Ramirez
Martin Vargas
Gerardo Monge
S. Quirós
David Elizondo
David Elizondo
Miguel A. Molina-Cabello
3DV
MedIm
166
4
0
10 Jun 2021
Affinity Attention Graph Neural Network for Weakly Supervised Semantic Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Bingfeng Zhang
Jimin Xiao
Jianbo Jiao
Yunchao Wei
Yao-Min Zhao
289
118
0
08 Jun 2021
Learning Inductive Attention Guidance for Partially Supervised Pancreatic Ductal Adenocarcinoma Prediction
IEEE Transactions on Medical Imaging (IEEE TMI), 2021
Yan Wang
Peng Tang
Yuyin Zhou
Wei Shen
Elliot K. Fishman
Alan Yuille
MedIm
174
24
0
31 May 2021
Hierarchical Deep Network with Uncertainty-aware Semi-supervised Learning for Vessel Segmentation
Chenxin Li
Wenao Ma
Liyan Sun
Xinghao Ding
Yue Huang
Guisheng Wang
Yizhou Yu
199
50
0
31 May 2021
3D Segmentation Learning from Sparse Annotations and Hierarchical Descriptors
IEEE Robotics and Automation Letters (RA-L), 2021
Peng Yin
Lingyun Xu
Jianmin Ji
Sebastian Scherer
Howie Choset
148
3
0
27 May 2021
Previous
1
2
3
4
5
6
7
8
Next
Page 3 of 8
