Segmentation Transformer: Object-Contextual Representations for Semantic Segmentation

24 September 2019

Jingdong Wang

Papers citing "Segmentation Transformer: Object-Contextual Representations for Semantic Segmentation"

50 / 262 papers shown

Title
Learning to Map for Active Semantic Goal Navigation G. Georgakis Bernadette Bucher Karl Schmeckpeper Siddharth Singh Kostas Daniilidis 34 73 0 29 Jun 2021
K-Net: Towards Unified Image Segmentation Wenwei Zhang Jiangmiao Pang Kai-xiang Chen Chen Change Loy ISeg 32 359 0 28 Jun 2021
Spectral-Spatial Global Graph Reasoning for Hyperspectral Image Classification Di Wang Bo Du Lefei Zhang 21 20 0 26 Jun 2021
Probabilistic Attention for Interactive Segmentation Prasad Gabbur Manjot Bilkhu J. Movellan 39 13 0 23 Jun 2021
Part-aware Panoptic Segmentation Daan de Geus Panagiotis Meletis Chenyang Lu Xiaoxiao Wen Gijs Dubbelman 70 60 0 11 Jun 2021
CAT: Cross Attention in Vision Transformer Hezheng Lin Xingyi Cheng Xiangyu Wu Fan Yang Dong Shen Zhongyuan Wang Qing Song Wei Yuan ViT 35 149 0 10 Jun 2021
Fully Transformer Networks for Semantic Image Segmentation Sitong Wu Tianyi Wu Fangjian Lin Sheng Tian Guodong Guo ViT 34 39 0 08 Jun 2021
Shuffle Transformer: Rethinking Spatial Shuffle for Vision Transformer Zilong Huang Youcheng Ben Guozhong Luo Pei Cheng Gang Yu Bin-Bin Fu ViT 21 182 0 07 Jun 2021
Large-scale Unsupervised Semantic Segmentation Shangqi Gao Zhong-Yu Li Ming-Hsuan Yang Mingg-Ming Cheng Junwei Han Philip Torr UQCV 67 84 0 06 Jun 2021
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers Enze Xie Wenhai Wang Zhiding Yu Anima Anandkumar J. Álvarez Ping Luo ViT 50 4,890 0 31 May 2021
Empirical Study of Multi-Task Hourglass Model for Semantic Segmentation Task Darwin Saire Adín Ramirez Rivera 28 5 0 28 May 2021
Beyond Self-attention: External Attention using Two Linear Layers for Visual Tasks Meng-Hao Guo Zheng-Ning Liu Tai-Jiang Mu Shimin Hu 28 475 0 05 May 2021
Rethinking Ensemble-Distillation for Semantic Segmentation Based Unsupervised Domain Adaptation Chen-Hao Chao Bo Wun Cheng Chun-Yi Lee 39 15 0 29 Apr 2021
Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation Qin Wang Dengxin Dai Lukas Hoyer Luc Van Gool Olga Fink OOD MDE 58 139 0 28 Apr 2021
Vision Transformers with Patch Diversification Chengyue Gong Dilin Wang Meng Li Vikas Chandra Qiang Liu ViT 50 62 0 26 Apr 2021
CTNet: Context-based Tandem Network for Semantic Segmentation Zechao Li Yanpeng Sun Jinhui Tang 23 173 0 20 Apr 2021
Do We Really Need Dice? The Hidden Region-Size Biases of Segmentation Losses Bingyuan Liu Jose Dolz Adrian Galdran Riadh Kobbi Ismail Ben Ayed 40 15 0 18 Apr 2021
Look Closer to Segment Better: Boundary Patch Refinement for Instance Segmentation Chufeng Tang Hang Chen Xiao-Li Li Jianmin Li Zhaoxiang Zhang Xiaolin Hu ISeg 39 79 0 12 Apr 2021
Learning Position and Target Consistency for Memory-based Video Object Segmentation Liucheng Hu Peng Zhang Bang Zhang Pan Pan Yinghui Xu Rong Jin VOS 32 111 0 09 Apr 2021
Progressive Semantic Segmentation Chuong Huynh Anh Tran Khoa Luu Minh Hoai 30 89 0 08 Apr 2021
InverseForm: A Loss Function for Structured Boundary-Aware Segmentation Shubhankar Borse Ying Wang Yizhe Zhang Fatih Porikli 27 114 0 06 Apr 2021
Mining Latent Classes for Few-shot Segmentation Lihe Yang Wei Zhuo Lei Qi Yinghuan Shi Yang Gao 46 126 0 29 Mar 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 151 20,865 0 25 Mar 2021
Vision Transformers for Dense Prediction René Ranftl Alexey Bochkovskiy V. Koltun ViT MDE 45 1,674 0 24 Mar 2021
OFFSEG: A Semantic Segmentation Framework For Off-Road Driving Kasi Viswanath Kartikeya Singh Peng-Tao Jiang Sujit P.B. Srikanth Saripalli 18 47 0 23 Mar 2021
Deep Consensus Learning Wei Sun Tianfu Wu 32 2 0 15 Mar 2021
PointFlow: Flowing Semantics Through Points for Aerial Image Segmentation Xiangtai Li Hao He Xia Li Duo Li Guangliang Cheng Jianping Shi Lubin Weng Yunhai Tong Zhouchen Lin 3DPC 26 88 0 11 Mar 2021
GANav: Efficient Terrain Segmentation for Robot Navigation in Unstructured Outdoor Environments Tianrui Guan D. Kothandaraman Rohan Chandra A. Sathyamoorthy K. Weerakoon Tianyi Zhou 36 106 0 07 Mar 2021
Learning Statistical Texture for Semantic Segmentation Lanyun Zhu Deyi Ji Shiping Zhu Weihao Gan Wei Wu Junjie Yan 28 123 0 06 Mar 2021
Variational Structured Attention Networks for Deep Visual Representation Learning Guanglei Yang Paolo Rota Xavier Alameda-Pineda Dan Xu M. Ding Elisa Ricci 3DPC 41 3 0 05 Mar 2021
HED-UNet: Combined Segmentation and Edge Detection for Monitoring the Antarctic Coastline Konrad Heidler Lichao Mou C. Baumhoer A. Dietz Xiaoxiang Zhu 39 112 0 02 Mar 2021
Reviving Iterative Training with Mask Guidance for Interactive Segmentation Konstantin Sofiiuk Ilya A. Petrov Anton Konushin 43 215 0 12 Feb 2021
Bidirectional Multi-scale Attention Networks for Semantic Segmentation of Oblique UAV Imagery Ye Lyu G. Vosselman Guisong Xia M. Yang 26 12 0 05 Feb 2021
Active Boundary Loss for Semantic Segmentation Chi-Yin Wang Yunke Zhang Miaomiao Cui Peiran Ren Yin Yang Xuansong Xie Xiansheng Hua Hujun Bao Weiwei Xu 52 64 0 04 Feb 2021
ABCNet: Attentive Bilateral Contextual Network for Efficient Semantic Segmentation of Fine-Resolution Remote Sensing Images Rui Li Chenxi Duan SSeg 19 153 0 04 Feb 2021
Channelized Axial Attention for Semantic Segmentation -- Considering Channel Relation within Spatial Attention for Semantic Segmentation Ye Huang Di Kang W. Jia Xiangjian He Liu Liu 31 35 0 19 Jan 2021
PaddleSeg: A High-Efficient Development Toolkit for Image Segmentation Yi Liu Lutao Chu Guowei Chen Zewu Wu Zeyu Chen Baohua Lai Yuying Hao VLM SSeg 20 69 0 15 Jan 2021
Contrastive Learning for Label-Efficient Semantic Segmentation Xiangyu Zhao Raviteja Vemulapalli Philip Mansfield Boqing Gong Bradley Green Lior Shapira Ying Nian Wu SSL SSeg 43 174 0 13 Dec 2020
Scaling Wide Residual Networks for Panoptic Segmentation Liang-Chieh Chen Huiyu Wang Siyuan Qiao SSeg 27 47 0 23 Nov 2020
Densely connected multidilated convolutional networks for dense prediction tasks Naoya Takahashi Yuki Mitsufuji 3DV 21 64 0 21 Nov 2020
RELLIS-3D Dataset: Data, Benchmarks and Analysis Peng-Tao Jiang Philip R. Osteen Maggie B. Wigness Srikanth Saripalli 3DV 21 218 0 17 Nov 2020
Towards Efficient Scene Understanding via Squeeze Reasoning Xiangtai Li Xia Li Ansheng You Li Zhang Guangliang Cheng Kuiyuan Yang Yunhai Tong Zhouchen Lin GNN 22 23 0 06 Nov 2020
Generalized Few-shot Semantic Segmentation Zhuotao Tian Xin Lai Li Jiang Shu Liu Michelle Shu Hengshuang Zhao Jiaya Jia VLM 32 81 0 11 Oct 2020
Representation Learning with Video Deep InfoMax R. Devon Hjelm Philip Bachman SSL MDE 28 28 0 27 Jul 2020
KPRNet: Improving projection-based LiDAR semantic segmentation Deyvid Kochanov Fatemeh Karimi Nejadasl Olaf Booij 3DPC 25 73 0 24 Jul 2020
Edge-Preserving Guided Semantic Segmentation for VIPriors Challenge Chih-Chung Hsu Hsin-Ti Ma 35 1 0 17 Jul 2020
Multi Layer Neural Networks as Replacement for Pooling Operations Wolfgang Fuhl Enkelejda Kasneci 20 10 0 12 Jun 2020
Hierarchical Multi-Scale Attention for Semantic Segmentation Andrew Tao Karan Sapra Bryan Catanzaro SSeg 31 449 0 21 May 2020
Efficient Ensemble Model Generation for Uncertainty Estimation with Bayesian Approximation in Segmentation Hong Joo Lee S. T. Kim Hakmin Lee Nassir Navab Yong Man Ro UQCV 29 7 0 21 May 2020
Naive-Student: Leveraging Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation Liang-Chieh Chen Raphael Gontijo-Lopes Bowen Cheng Maxwell D. Collins E. D. Cubuk Barret Zoph Hartwig Adam Jonathon Shlens 28 76 0 20 May 2020