Few-Shot Segmentation with Global and Local Contrastive Learning

11 August 2021

Fayao Liu

Guosheng Lin

Wei Zhou

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Papers citing "Few-Shot Segmentation with Global and Local Contrastive Learning"

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Title
Group-On: Boosting One-Shot Segmentation with Supportive Query Hanjing Zhou Mingze Yin JinTai Chen D. Z. Chen Jian Wu VLM ISeg 27 1 0 18 Apr 2024
Collaborative Position Reasoning Network for Referring Image Segmentation Jianjian Cao Beiya Dai Yulin Li Xiameng Qin Jingdong Wang 12 0 0 22 Jan 2024
Integrating Large Pre-trained Models into Multimodal Named Entity Recognition with Evidential Fusion Weide Liu Xiaoyang Zhong Jingwen Hou Shaohua Li Haozhe Huang Yuming Fang EDL 14 4 0 29 Jun 2023
Prototype Adaption and Projection for Few- and Zero-shot 3D Point Cloud Semantic Segmentation Shuting He Xudong Jiang Wei Jiang Henghui Ding 3DPC 6 32 0 23 May 2023
Harmonizing Base and Novel Classes: A Class-Contrastive Approach for Generalized Few-Shot Segmentation Weide Liu Zhonghua Wu Yang Zhao Yuming Fang Chuan-Sheng Foo Jun Cheng Guosheng Lin VLM 20 4 0 24 Mar 2023
Self-Regularized Prototypical Network for Few-Shot Semantic Segmentation Henghui Ding Hui Zhang Xudong Jiang 46 56 0 30 Oct 2022
CRCNet: Few-shot Segmentation with Cross-Reference and Region-Global Conditional Networks Weide Liu Chi Zhang Guosheng Lin Fayao Liu ISeg SSeg 9 25 0 23 Aug 2022
Dual Adaptive Transformations for Weakly Supervised Point Cloud Segmentation Zhonghua Wu Yicheng Wu Guosheng Lin Jianfei Cai Chen Qian 3DPC 14 22 0 19 Jul 2022
Singular Value Fine-tuning: Few-shot Segmentation requires Few-parameters Fine-tuning Yanpeng Sun Qiang Chen Xiangyu He Jian Wang Haocheng Feng Junyu Han Errui Ding Jian Cheng Zechao Li Jingdong Wang 13 56 0 13 Jun 2022
Spatial Feature Mapping for 6DoF Object Pose Estimation Jianhan Mei Xudong Jiang Henghui Ding 3DPC 9 12 0 03 Jun 2022
Long-tailed Recognition by Learning from Latent Categories Weide Liu Zhonghua Wu Yiming Wang Henghui Ding Fayao Liu Jie Lin Guosheng Lin 35 5 0 02 Jun 2022
Improving Few-Shot Part Segmentation using Coarse Supervision Oindrila Saha Zezhou Cheng Subhransu Maji 8 12 0 11 Apr 2022
Exploring Smoothness and Class-Separation for Semi-supervised Medical Image Segmentation Yicheng Wu Zhonghua Wu Qianyi Wu Zongyuan Ge Jianfei Cai 6 113 0 02 Mar 2022
Generalized Few-Shot Semantic Segmentation: All You Need is Fine-Tuning Josh Myers-Dean Yinan Zhao Brian L. Price Scott D. Cohen Danna Gurari CLL 12 13 0 21 Dec 2021
Weakly Supervised Semantic Segmentation by Pixel-to-Prototype Contrast Ye Du Zehua Fu Qingjie Liu Yunhong Wang 60 92 0 14 Oct 2021
Few-shot Segmentation with Optimal Transport Matching and Message Flow Weide Liu Chi Zhang Henghui Ding Tzu-Yi Hung Guosheng Lin 11 48 0 19 Aug 2021
Cross-Image Region Mining with Region Prototypical Network for Weakly Supervised Segmentation Weide Liu Xiangfei Kong Tzu-Yi Hung Guosheng Lin 13 20 0 17 Aug 2021
Learning Meta-class Memory for Few-Shot Semantic Segmentation Zhonghua Wu Xiangxi Shi Guosheng lin Jianfei Cai VLM 42 92 0 06 Aug 2021
Knowledge-aware Deep Framework for Collaborative Skin Lesion Segmentation and Melanoma Recognition Xiaohong Wang Xudong Jiang Henghui Ding Yuqian Zhao Jun Liu 25 40 0 07 Jun 2021
CRNet: Cross-Reference Networks for Few-Shot Segmentation Weide Liu Chi Zhang Guosheng Lin Fayao Liu SSeg 127 180 0 24 Mar 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 227 3,029 0 09 Mar 2020