Towards Single Stage Weakly Supervised Semantic Segmentation

18 June 2021

Papers citing "Towards Single Stage Weakly Supervised Semantic Segmentation"

50 / 55 papers shown

Title
AI on the Bog: Monitoring and Evaluating Cranberry Crop Risk Peri Akiva Benjamin Planche Aditi Roy Kristin J. Dana Peter Oudemans Michael Mars 46 9 0 08 Nov 2020
H2O-Net: Self-Supervised Flood Segmentation via Adversarial Domain Adaptation and Label Refinement Peri Akiva Matthew Purri Kristin J. Dana B. Tellman Tyler Anderson 76 26 0 11 Oct 2020
SynDistNet: Self-Supervised Monocular Fisheye Camera Distance Estimation Synergized with Semantic Segmentation for Autonomous Driving V. Kumar Marvin Klingner S. Yogamani Stefan Milz Tim Fingscheidt Patrick Mäder MDE 77 81 0 10 Aug 2020
Sky Optimization: Semantically aware image processing of skies in low-light photography O. Liba Longqi Cai Yun-Ta Tsai Elad Eban Yair Movshovitz-Attias Yael Pritch Huizhong Chen Jonathan T. Barron 25 15 0 15 Jun 2020
Single-Stage Semantic Segmentation from Image Labels Nikita Araslanov Stefan Roth 76 252 0 16 May 2020
Less is More: Sample Selection and Label Conditioning Improve Skin Lesion Segmentation Vinícius Ribeiro Sandra Avila Eduardo Valle 29 12 0 28 Apr 2020
Panoptic-based Image Synthesis Aysegül Dündar Karan Sapra Guilin Liu Andrew Tao Bryan Catanzaro 98 40 0 21 Apr 2020
Finding Berries: Segmentation and Counting of Cranberries using Point Supervision and Shape Priors Peri Akiva Kristin J. Dana Peter Oudemans Michael Mars 63 28 0 18 Apr 2020
Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation Yude Wang Jie Zhang Meina Kan Shiguang Shan Xilin Chen 83 625 0 09 Apr 2020
Probabilistic Pixel-Adaptive Refinement Networks Anne S. Wannenwetsch Stefan Roth 41 14 0 31 Mar 2020
LT-Net: Label Transfer by Learning Reversible Voxel-wise Correspondence for One-shot Medical Image Segmentation Shuxin Wang Shilei Cao Dong Wei Renzhen Wang Kai Ma Liansheng Wang Deyu Meng Yefeng Zheng 88 55 0 16 Mar 2020
Semantic Segmentation from Remote Sensor Data and the Exploitation of Latent Learning for Classification of Auxiliary Tasks B. Chatterjee Charalambos (Charis) Poullis SSeg 20 17 0 19 Dec 2019
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 493 42,449 0 03 Dec 2019
Self-Supervised Difference Detection for Weakly-Supervised Semantic Segmentation Wataru Shimoda Keiji Yanai 79 137 0 04 Nov 2019
Sensor Fusion for Joint 3D Object Detection and Semantic Segmentation Gregory P. Meyer Jake Charland Darshan Hegde A. Laddha Carlos Vallespi-Gonzalez 3DPC 57 129 0 25 Apr 2019
Pixel-Adaptive Convolutional Neural Networks Hang Su Varun Jampani Deqing Sun Orazio Gallo Erik Learned-Miller Jan Kautz 78 289 0 10 Apr 2019
Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations Jiwoon Ahn Sunghyun Cho Suha Kwak ISeg SSeg 147 543 0 10 Apr 2019
Micro-Batch Training with Batch-Channel Normalization and Weight Standardization Siyuan Qiao Huiyu Wang Chenxi Liu Wei Shen Alan Yuille MQ 95 144 0 25 Mar 2019
FickleNet: Weakly and Semi-supervised Semantic Image Segmentation using Stochastic Inference Jungbeom Lee Eunji Kim Sungmin Lee Jangho Lee Sungroh Yoon 64 422 0 27 Feb 2019
CIAN: Cross-Image Affinity Net for Weakly Supervised Semantic Segmentation Junsong Fan Zhaoxiang Zhang Tieniu Tan Chunfeng Song Jun Xiao 120 210 0 27 Nov 2018
Dual Attention Network for Scene Segmentation J. Fu Qingbin Liu Haijie Tian Yong Li Yongjun Bao Zhiwei Fang Hanqing Lu SSeg 320 5,108 0 09 Sep 2018
Weakly-Supervised Semantic Segmentation by Iteratively Mining Common Object Features Xiang Wang Shaodi You Xi Li Huimin Ma 66 303 0 12 Jun 2018
Revisiting Dilated Convolution: A Simple Approach for Weakly- and Semi- Supervised Semantic Segmentation Yunchao Wei Huaxin Xiao Humphrey Shi Zequn Jie Jiashi Feng Thomas S. Huang SSeg 82 545 0 11 May 2018
Weakly Supervised Instance Segmentation using Class Peak Response Yanzhao Zhou Yi Zhu QiXiang Ye Qiang Qiu Jianbin Jiao WSOL 79 275 0 03 Apr 2018
Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation Jiwoon Ahn Suha Kwak 285 744 0 28 Mar 2018
Context Encoding for Semantic Segmentation Hang Zhang Kristin J. Dana Jianping Shi Zhongyue Zhang Xiaogang Wang A. Tyagi Amit Agrawal SSeg 89 1,251 0 23 Mar 2018
Group Normalization Yuxin Wu Kaiming He 228 3,660 0 22 Mar 2018
Visual and Semantic Knowledge Transfer for Large Scale Semi-supervised Object Detection Yuxing Tang Josiah Wang Xiaofang Wang Boyang Gao Emmanuel Dellandrea R. Gaizauskas Liming Chen ObjD 64 115 0 09 Jan 2018
Deep Extreme Cut: From Extreme Points to Object Segmentation Kevis-Kokitsi Maninis Sergi Caelles Jordi Pont-Tuset Luc Van Gool 67 418 0 24 Nov 2017
Discovering Class-Specific Pixels for Weakly-Supervised Semantic Segmentation Arslan Chaudhry P. Dokania Philip Torr 47 124 0 18 Jul 2017
CityPersons: A Diverse Dataset for Pedestrian Detection Shanshan Zhang Rodrigo Benenson Bernt Schiele 60 806 0 19 Feb 2017
Weakly Supervised Semantic Segmentation using Web-Crawled Videos Seunghoon Hong Donghun Yeo Suha Kwak Honglak Lee Bohyung Han 104 158 0 02 Jan 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 468 22,108 0 09 Dec 2016
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 662 12,015 0 04 Dec 2016
Wider or Deeper: Revisiting the ResNet Model for Visual Recognition Zifeng Wu Chunhua Shen Anton Van Den Hengel SSeg 636 1,516 0 30 Nov 2016
RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation Guosheng Lin Anton Milan Chunhua Shen Ian Reid AI4TS SSeg 258 2,848 0 20 Nov 2016
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 297 20,023 0 07 Oct 2016
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 330 8,130 0 13 Aug 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 251 18,240 0 02 Jun 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 741 37,862 0 20 May 2016
ScribbleSup: Scribble-Supervised Convolutional Networks for Semantic Segmentation Di Lin Jifeng Dai Jiaya Jia Kaiming He Jian Sun SSeg 121 1,007 0 18 Apr 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 1.1K 11,623 0 06 Apr 2016
Deep Interactive Object Selection N. Xu Brian L. Price Scott D. Cohen Jimei Yang Thomas Huang 54 428 0 13 Mar 2016
Learning Transferrable Knowledge for Semantic Segmentation with Deep Convolutional Neural Network Seunghoon Hong Junhyuk Oh Bohyung Han Honglak Lee SSeg 91 174 0 24 Dec 2015
Learning Deep Features for Discriminative Localization Bolei Zhou A. Khosla Àgata Lapedriza A. Oliva Antonio Torralba SSL SSeg FAtt 250 9,319 0 14 Dec 2015
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
Weakly Supervised Deep Detection Networks Hakan Bilen Andrea Vedaldi WSOD 74 789 0 09 Nov 2015
What's the Point: Semantic Segmentation with Point Supervision Amy Bearman Olga Russakovsky V. Ferrari Li Fei-Fei 3DPC 98 985 0 06 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,196 0 18 May 2015
BoxSup: Exploiting Bounding Boxes to Supervise Convolutional Networks for Semantic Segmentation Jifeng Dai Kaiming He Jian Sun 185 1,045 0 05 Mar 2015