Exploring Cross-Image Pixel Contrast for Semantic Segmentation

28 January 2021

Wenguan Wang

Luc Van Gool

Papers citing "Exploring Cross-Image Pixel Contrast for Semantic Segmentation"

50 / 81 papers shown

Title
From Open Vocabulary to Open World: Teaching Vision Language Models to Detect Novel Objects Zizhao Li Zhengkang Xiang Joseph West Kourosh Khoshelham ObjD VLM 135 1 0 27 Nov 2024
Efficient Fourier Filtering Network with Contrastive Learning for UAV-based Unaligned Bi-modal Salient Object Detection Pengfei Lyu Pak-Hei Yeung Xiufei Cheng Xiaosheng Yu Chengdong Wu Jagath C. Rajapakse 55 0 0 06 Nov 2024
PooDLe: Pooled and dense self-supervised learning from naturalistic videos Alex N. Wang Christopher Hoang Yuwen Xiong Yann LeCun Mengye Ren 101 0 0 20 Aug 2024
Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic Parsing Tianfei Zhou Wenguan Wang Si Liu Yi Yang Luc Van Gool 3DH 71 64 0 08 Mar 2021
Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning Zhenda Xie Yutong Lin Zheng Zhang Yue Cao Stephen Lin Han Hu SSL 76 412 0 19 Nov 2020
Dense Contrastive Learning for Self-Supervised Visual Pre-Training Xinlong Wang Rufeng Zhang Chunhua Shen Tao Kong Lei Li SSL 50 675 0 18 Nov 2020
Can Semantic Labels Assist Self-Supervised Visual Representation Learning? Longhui Wei Lingxi Xie Jianzhong He Jianlong Chang Xiaopeng Zhang Wen-gang Zhou Houqiang Li Qi Tian SSL 32 25 0 17 Nov 2020
Are all negatives created equal in contrastive instance discrimination? Tiffany Cai Jonathan Frankle D. Schwab Ari S. Morcos SSL 28 82 0 13 Oct 2020
Contrastive Learning with Hard Negative Samples Joshua Robinson Ching-Yao Chuang S. Sra Stefanie Jegelka SSL 104 768 0 09 Oct 2020
Hard Negative Mixing for Contrastive Learning Yannis Kalantidis Mert Bulent Sariyildiz Noé Pion Philippe Weinzaepfel Diane Larlus SSL 83 634 0 02 Oct 2020
Delving into Inter-Image Invariance for Unsupervised Visual Representations Jiahao Xie Xiaohang Zhan Ziwei Liu Yew-Soon Ong Chen Change Loy SSL VLM 34 58 0 26 Aug 2020
Contrastive learning of global and local features for medical image segmentation with limited annotations K. Chaitanya Ertunc Erdil Neerav Karani E. Konukoglu SSL 44 551 0 18 Jun 2020
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments Mathilde Caron Ishan Misra Julien Mairal Priya Goyal Piotr Bojanowski Armand Joulin OCL SSL 108 4,032 0 17 Jun 2020
Disentangled Non-Local Neural Networks Minghao Yin Zhuliang Yao Yue Cao Xiu Li Zheng Zhang Stephen Lin Han Hu 66 327 0 11 Jun 2020
On Mutual Information in Contrastive Learning for Visual Representations Mike Wu Chengxu Zhuang Milan Mossé Daniel L. K. Yamins Noah D. Goodman SSL 34 83 0 27 May 2020
Supervised Contrastive Learning Prannay Khosla Piotr Teterwak Chen Wang Aaron Sarna Yonglong Tian Phillip Isola Aaron Maschinot Ce Liu Dilip Krishnan SSL 106 4,476 0 23 Apr 2020
Context Prior for Scene Segmentation Changqian Yu Jingbo Wang Changxin Gao Gang Yu Chunhua Shen Nong Sang 99 268 0 03 Apr 2020
Spatial Pyramid Based Graph Reasoning for Semantic Segmentation Xia Li Yibo Yang Qijie Zhao Tiancheng Shen Zhouchen Lin Hong Liu SSeg GNN 123 161 0 23 Mar 2020
Cars Can't Fly up in the Sky: Improving Urban-Scene Segmentation via Height-driven Attention Networks Sungha Choi J. Kim Jaegul Choo SSeg 75 155 0 11 Mar 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 416 3,397 0 09 Mar 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 165 18,523 0 13 Feb 2020
Cross-Batch Memory for Embedding Learning Xun Wang H. Zhang Weilin Huang Matthew R. Scott 82 247 0 14 Dec 2019
Self-Supervised Learning of Pretext-Invariant Representations Ishan Misra Laurens van der Maaten SSL VLM 65 1,448 0 04 Dec 2019
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 85 11,959 0 13 Nov 2019
Adaptive Context Network for Scene Parsing J. Fu Jing Liu Yuhang Wang Yong Li Yongjun Bao Jinhui Tang Hanqing Lu SSeg 58 140 0 05 Nov 2019
Region Mutual Information Loss for Semantic Segmentation Shuai Zhao Yang Wang Zheng Yang Deng Cai VLM 55 126 0 26 Oct 2019
SegSort: Segmentation by Discriminative Sorting of Segments Jyh-Jing Hwang Stella X. Yu Jianbo Shi Maxwell D. Collins Tien-Ju Yang Xiao Zhang Liang-Chieh Chen 193 149 0 15 Oct 2019
Segmentation Transformer: Object-Contextual Representations for Semantic Segmentation Yuhui Yuan Xiaokang Chen Xilin Chen Jingdong Wang ViT 137 1,407 0 24 Sep 2019
ACFNet: Attentional Class Feature Network for Semantic Segmentation Fan Zhang Yanqin Chen Zhihang Li Zhibin Hong Jingtuo Liu Feifei Ma Junyu Han Errui Ding SSeg 3DPC 93 272 0 20 Sep 2019
Dual Graph Convolutional Network for Semantic Segmentation Li Zhang Xiangtai Li Anurag Arnab Kuiyuan Yang Yunhai Tong Philip Torr GNN 43 172 0 13 Sep 2019
Semantic Correlation Promoted Shape-Variant Context for Segmentation Henghui Ding Xudong Jiang Bing Shuai A. Liu Gang Wang ISeg 42 168 0 05 Sep 2019
Asymmetric Non-local Neural Networks for Semantic Segmentation Zhen Zhu Mengde Xu S. Bai Tengteng Huang X. Bai 134 608 0 21 Aug 2019
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 266 3,572 0 20 Aug 2019
Data-Efficient Image Recognition with Contrastive Predictive Coding Olivier J. Hénaff A. Srinivas J. Fauw Ali Razavi Carl Doersch S. M. Ali Eslami Aaron van den Oord SSL 86 1,422 0 22 May 2019
DFANet: Deep Feature Aggregation for Real-Time Semantic Segmentation Hanchao Li Pengfei Xiong Haoqiang Fan Jian Sun SSeg 48 562 0 03 Apr 2019
Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation Chenxi Liu Liang-Chieh Chen Florian Schroff Hartwig Adam Wei Hua Alan Yuille Li Fei-Fei SSeg 73 976 0 10 Jan 2019
CCNet: Criss-Cross Attention for Semantic Segmentation Zilong Huang Xinggang Wang Yunchao Wei Lichao Huang Humphrey Shi Wenyu Liu Chang Huang VOS 103 2,531 0 28 Nov 2018
Dual Attention Network for Scene Segmentation J. Fu Qingbin Liu Haijie Tian Yong Li Yongjun Bao Zhiwei Fang Hanqing Lu SSeg 220 5,079 0 09 Sep 2018
Learning deep representations by mutual information estimation and maximization R. Devon Hjelm A. Fedorov Samuel Lavoie-Marchildon Karan Grewal Phil Bachman Adam Trischler Yoshua Bengio SSL DRL 227 2,649 0 20 Aug 2018
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation Changqian Yu Jingbo Wang Chao Peng Changxin Gao Gang Yu Nong Sang SSeg 117 2,189 0 02 Aug 2018
UNet++: A Nested U-Net Architecture for Medical Image Segmentation Zongwei Zhou M. R. Siddiquee Nima Tajbakhsh Jianming Liang SSeg 64 6,066 0 18 Jul 2018
Representation Learning with Contrastive Predictive Coding Aaron van den Oord Yazhe Li Oriol Vinyals DRL SSL 210 10,152 0 10 Jul 2018
Pyramid Attention Network for Semantic Segmentation Hanchao Li Pengfei Xiong Jie An Lingxue Wang SSeg 78 841 0 25 May 2018
Weakly and Semi Supervised Human Body Part Parsing via Pose-Guided Knowledge Transfer Haoshu Fang Guansong Lu Xiaolin Fang Jianwen Xie Yu-Wing Tai Cewu Lu 3DH MedIm 61 122 0 11 May 2018
Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination Zhirong Wu Yuanjun Xiong Stella X. Yu Dahua Lin SSL 136 3,437 0 05 May 2018
Learning a Discriminative Feature Network for Semantic Segmentation Changqian Yu Jingbo Wang Chao Peng Changxin Gao Gang Yu Nong Sang SSeg 42 760 0 25 Apr 2018
Adaptive Affinity Fields for Semantic Segmentation Tsung-Wei Ke Jyh-Jing Hwang Ziwei Liu Stella X. Yu 77 191 0 27 Mar 2018
Unsupervised Representation Learning by Predicting Image Rotations Spyros Gidaris Praveer Singh N. Komodakis OOD SSL DRL 180 3,272 0 21 Mar 2018
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam SSeg 100 13,005 0 07 Feb 2018
Recurrent Pixel Embedding for Instance Grouping Shu Kong Charless C. Fowlkes 100 180 0 22 Dec 2017