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DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

2 June 2016

Papers citing "DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs"

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Title
CAVER: Cross-Modal View-Mixed Transformer for Bi-Modal Salient Object Detection Youwei Pang Xiaoqi Zhao Lihe Zhang Huchuan Lu 92 98 0 04 Dec 2021
Unsupervised Adaptation of Semantic Segmentation Models without Source Data S. Paul Ansh Khurana Gaurav Aggarwal OOD 197 7 0 04 Dec 2021
SITA: Single Image Test-time Adaptation Ansh Khurana S. Paul Piyush Rai Soma Biswas Gaurav Aggarwal 141 53 0 04 Dec 2021
Channel Exchanging Networks for Multimodal and Multitask Dense Image Prediction Yikai Wang Gang Hua Wenbing Huang Fengxiang He Dacheng Tao 104 31 0 04 Dec 2021
View-Consistent Metal Segmentation in the Projection Domain for Metal Artifact Reduction in CBCT -- An Investigation of Potential Improvement Tristan M. Gottschalk Andreas Maier Florian Kordon Björn Kreher 44 7 0 03 Dec 2021
Incremental Learning in Semantic Segmentation from Image Labels Fabio Cermelli Dario Fontanel A. Tavera Marco Ciccone Barbara Caputo VLM CLL 86 49 0 03 Dec 2021
MSP : Refine Boundary Segmentation via Multiscale Superpixel Jie Zhu Huabin Huang Banghuai Li Yong Liu Leye Wang 68 1 0 03 Dec 2021
Self-Supervised Material and Texture Representation Learning for Remote Sensing Tasks Peri Akiva Matthew Purri Matthew J. Leotta SSL 76 61 0 03 Dec 2021
Localized Feature Aggregation Module for Semantic Segmentation Ryouichi Furukawa Kazuhiro Hotta 100 2 0 03 Dec 2021
Masked-attention Mask Transformer for Universal Image Segmentation Bowen Cheng Ishan Misra Alex Schwing Alexander Kirillov Rohit Girdhar ISeg 427 2,407 0 02 Dec 2021
DenseCLIP: Language-Guided Dense Prediction with Context-Aware Prompting Yongming Rao Wenliang Zhao Guangyi Chen Yansong Tang Zheng Zhu Guan Huang Jie Zhou Jiwen Lu VLM CLIP 232 584 0 02 Dec 2021
Active Learning for Domain Adaptation: An Energy-Based Approach Binhui Xie Longhui Yuan Shuang Li Chi Harold Liu Xinjing Cheng Guoren Wang 100 115 0 02 Dec 2021
"Just Drive": Colour Bias Mitigation for Semantic Segmentation in the Context of Urban Driving J. Stelling Amir Atapour-Abarghouei 44 1 0 02 Dec 2021
TBN-ViT: Temporal Bilateral Network with Vision Transformer for Video Scene Parsing Bo Yan Leilei Cao Hongbin Wang ViT 34 1 0 02 Dec 2021
Editing a classifier by rewriting its prediction rules Shibani Santurkar Dimitris Tsipras Mahalaxmi Elango David Bau Antonio Torralba Aleksander Madry KELM 241 90 0 02 Dec 2021
Using Deep Image Prior to Assist Variational Selective Segmentation Deep Learning Algorithms Liam Burrows Ke-long Chen F. Torella 62 0 0 01 Dec 2021
MonoScene: Monocular 3D Semantic Scene Completion Anh-Quan Cao Raoul de Charette 3DV 118 286 0 01 Dec 2021
Iterative Saliency Enhancement using Superpixel Similarity L. Joao A. X. Falcão 23 0 0 01 Dec 2021
Both Style and Fog Matter: Cumulative Domain Adaptation for Semantic Foggy Scene Understanding Xianzheng Ma Zhixiang Wang Yacheng Zhan Yinqiang Zheng Zheng Wang Dengxin Dai Chia-Wen Lin 91 58 0 01 Dec 2021
SegDiff: Image Segmentation with Diffusion Probabilistic Models Tomer Amit Tal Shaharbany Eliya Nachmani Lior Wolf DiffM 149 308 0 01 Dec 2021
Multiple Fusion Adaptation: A Strong Framework for Unsupervised Semantic Segmentation Adaptation Kai Zhang Yifan Sun Rui Wang Haichang Li Xiaohui Hu 58 16 0 01 Dec 2021
AutoDrop: Training Deep Learning Models with Automatic Learning Rate Drop Yunfei Teng Jing Wang A. Choromańska 82 2 0 30 Nov 2021
TridentAdapt: Learning Domain-invariance via Source-Target Confrontation and Self-induced Cross-domain Augmentation Fengyi Shen A. Gurram Ahmet Faruk Tuna O. Urfalioglu Alois C. Knoll 146 4 0 30 Nov 2021
ARTSeg: Employing Attention for Thermal images Semantic Segmentation Farzeen Munir Shoaib Azam Unse Fatima M. Jeon 80 4 0 30 Nov 2021
Learning Multiple Dense Prediction Tasks from Partially Annotated Data Weihong Li Xialei Liu Hakan Bilen 116 41 0 29 Nov 2021
DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation Lukas Hoyer Dengxin Dai Luc Van Gool AI4CE 107 462 0 29 Nov 2021
End-to-End Referring Video Object Segmentation with Multimodal Transformers Adam Botach Evgenii Zheltonozhskii Chaim Baskin VOS 115 150 0 29 Nov 2021
A Simple Long-Tailed Recognition Baseline via Vision-Language Model Teli Ma Shijie Geng Mengmeng Wang Jing Shao Jiasen Lu Hongsheng Li Peng Gao Yu Qiao VLM 120 47 0 29 Nov 2021
On the Integration of Self-Attention and Convolution Xuran Pan Chunjiang Ge Rui Lu S. Song Guanfu Chen Zeyi Huang Gao Huang SSL 139 308 0 29 Nov 2021
High Quality Segmentation for Ultra High-resolution Images Tiancheng Shen Yuechen Zhang Lu Qi Jason Kuen Xingyu Xie Jianlong Wu Zhe Lin Jiaya Jia 229 42 0 29 Nov 2021
CDGNet: Class Distribution Guided Network for Human Parsing Kunliang Liu O. Choi Jianming Wang Wonjun Hwang 73 35 0 28 Nov 2021
Adaptive Image Transformations for Transfer-based Adversarial Attack Zheng Yuan Jie Zhang Shiguang Shan OOD 89 27 0 27 Nov 2021
A Robust Volumetric Transformer for Accurate 3D Tumor Segmentation Himashi Peiris Munawar Hayat Zhaolin Chen Gary Egan Mehrtash Harandi ViT MedIm 92 135 0 26 Nov 2021
Efficient Self-Ensemble for Semantic Segmentation Walid Bousselham Guillaume Thibault Lucas Pagano Archana Machireddy Joe W. Gray Y. Chang Xubo B. Song ViT 80 27 0 26 Nov 2021
NeSF: Neural Semantic Fields for Generalizable Semantic Segmentation of 3D Scenes Suhani Vora Noha Radwan Klaus Greff H. Meyer Kyle Genova Mehdi S. M. Sajjadi Etienne Pot Andrea Tagliasacchi Daniel Duckworth 166 127 0 25 Nov 2021
Country-wide Retrieval of Forest Structure From Optical and SAR Satellite Imagery With Deep Ensembles Alexander Becker S. Russo Stefano Puliti Nico Lang Konrad Schindler Jan Dirk Wegner 75 45 0 25 Nov 2021
Transferability Metrics for Selecting Source Model Ensembles A. Agostinelli J. Uijlings Thomas Mensink V. Ferrari 81 25 0 25 Nov 2021
Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation Binhui Xie Longhui Yuan Shuang Li Chi Harold Liu Xinjing Cheng UQCV 93 92 0 25 Nov 2021
Perturbed and Strict Mean Teachers for Semi-supervised Semantic Segmentation Yuyuan Liu Yu Tian Yuanhong Chen Fengbei Liu Vasileios Belagiannis G. Carneiro 117 188 0 25 Nov 2021
Transferability Estimation using Bhattacharyya Class Separability Michal Pándy A. Agostinelli J. Uijlings V. Ferrari Thomas Mensink 88 61 0 24 Nov 2021
ViCE: Improving Dense Representation Learning by Superpixelization and Contrasting Cluster Assignment Robin Karlsson Tomoki Hayashi Keisuke Fujii Alexander Carballo Kento Ohtani K. Takeda SSL 75 4 0 24 Nov 2021
SPCL: A New Framework for Domain Adaptive Semantic Segmentation via Semantic Prototype-based Contrastive Learning Binhui Xie Kejia Yin Shuang Li 80 11 0 24 Nov 2021
EvDistill: Asynchronous Events to End-task Learning via Bidirectional Reconstruction-guided Cross-modal Knowledge Distillation Lin Wang Yujeong Chae Sung-Hoon Yoon Tae-Kyun Kim Kuk-Jin Yoon 83 67 0 24 Nov 2021
MonoPLFlowNet: Permutohedral Lattice FlowNet for Real-Scale 3D Scene FlowEstimation with Monocular Images Runfa Li Truong Thao Nguyen 3DPC 38 1 0 24 Nov 2021
Improved Fine-Tuning by Better Leveraging Pre-Training Data Ziquan Liu Yi Tian Xu Yuanhong Xu Qi Qian Hao Li Xiangyang Ji Antoni B. Chan Rong Jin 65 42 0 24 Nov 2021
APANet: Adaptive Prototypes Alignment Network for Few-Shot Semantic Segmentation Jiacheng Chen Bin-Bin Gao Zongqing Lu Jing-Hao Xue Chengjie Wang Q. Liao VLM 95 32 0 24 Nov 2021
Machine learning-based porosity estimation from spectral decomposed seismic data H. Jo Yongchae Cho Michael J. Pyrcz Hewei Tang P. Fu 49 1 0 23 Nov 2021
ATLANTIS: A Benchmark for Semantic Segmentation of Waterbody Images Seyed Mohammad Hassan Erfani Zhenyao Wu Xinyi Wu Song Wang E. Goharian VLM 56 37 0 22 Nov 2021
MetaFormer Is Actually What You Need for Vision Weihao Yu Mi Luo Pan Zhou Chenyang Si Yichen Zhou Xinchao Wang Jiashi Feng Shuicheng Yan 185 928 0 22 Nov 2021
Adversarial Examples on Segmentation Models Can be Easy to Transfer Jindong Gu Hengshuang Zhao Volker Tresp Philip Torr AAML 81 14 0 22 Nov 2021