Feature Weighting and Boosting for Few-Shot Segmentation

28 September 2019

Papers citing "Feature Weighting and Boosting for Few-Shot Segmentation"

50 / 180 papers shown

Title
Doubly Deformable Aggregation of Covariance Matrices for Few-shot Segmentation Zhitong Xiong Haopeng Li Xiao Xiang Zhu 40 35 0 30 Jul 2022
VizWiz-FewShot: Locating Objects in Images Taken by People With Visual Impairments Yu-Yun Tseng Alexander Bell Danna Gurari 24 8 0 24 Jul 2022
Self-Support Few-Shot Semantic Segmentation Qi Fan Wenjie Pei Yu-Wing Tai Chi-Keung Tang 25 138 0 23 Jul 2022
Cost Aggregation with 4D Convolutional Swin Transformer for Few-Shot Segmentation Sunghwan Hong Seokju Cho Jisu Nam Stephen Lin Seung Wook Kim ViT 24 122 0 22 Jul 2022
Dense Cross-Query-and-Support Attention Weighted Mask Aggregation for Few-Shot Segmentation Xinyu Shi Dong Wei Yu Zhang Donghuan Lu Munan Ning Jiashun Chen Kai Ma Yefeng Zheng 18 97 0 18 Jul 2022
MSANet: Multi-Similarity and Attention Guidance for Boosting Few-Shot Segmentation Ehtesham Iqbal Sirojbek Safarov Seongdeok Bang 20 34 0 20 Jun 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 23 56 0 13 Jun 2022
A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities Yisheng Song Ting-Yuan Wang S. Mondal J. P. Sahoo SLR 50 343 0 13 May 2022
Learning Non-target Knowledge for Few-shot Semantic Segmentation Yuanwei Liu Nian Liu Qinglong Cao Xiwen Yao Junwei Han Ling Shao 30 105 0 10 May 2022
CATrans: Context and Affinity Transformer for Few-Shot Segmentation Shan Zhang Tianyi Wu Sitong Wu Guodong Guo ViT 32 19 0 27 Apr 2022
Dynamic Prototype Convolution Network for Few-Shot Semantic Segmentation Jie Liu Yanqi Bao Guosen Xie Huan Xiong J. Sonke E. Gavves 17 76 0 22 Apr 2022
Beyond the Prototype: Divide-and-conquer Proxies for Few-shot Segmentation Chunbo Lang Binfei Tu Gong Cheng Junwei Han 27 63 0 21 Apr 2022
Integrative Few-Shot Learning for Classification and Segmentation Dahyun Kang Minsu Cho VLM 34 59 0 29 Mar 2022
HM: Hybrid Masking for Few-Shot Segmentation Seonghyeon Moon Samuel S. Sohn Honglu Zhou Sejong Yoon Vladimir Pavlovic Muhammad Haris Khan Mubbasir Kapadia 36 9 0 24 Mar 2022
Multi-similarity based Hyperrelation Network for few-shot segmentation Xian Shi Zhe Cui Shaobing Zhang Miao Cheng L. He Xianghong Tang 23 5 0 17 Mar 2022
Learning What Not to Segment: A New Perspective on Few-Shot Segmentation Chunbo Lang Gong Cheng Binfei Tu Junwei Han 21 201 0 15 Mar 2022
NeRF-Pose: A First-Reconstruct-Then-Regress Approach for Weakly-supervised 6D Object Pose Estimation Fu Li Hao Yu I. Shugurov Benjamin Busam Shaowu Yang Slobodan Ilic 3DH 30 61 0 09 Mar 2022
GroupViT: Semantic Segmentation Emerges from Text Supervision Jiarui Xu Shalini De Mello Sifei Liu Wonmin Byeon Thomas Breuel Jan Kautz Xihuai Wang ViT VLM 189 499 0 22 Feb 2022
Few-shot semantic segmentation via mask aggregation Wei Ao Shunyi Zheng Yan Meng ISeg 14 5 0 15 Feb 2022
Task-Adaptive Feature Transformer with Semantic Enrichment for Few-Shot Segmentation Jun Seo Younghyun Park Sung Whan Yoon Jaekyun Moon ViT 11 5 0 14 Feb 2022
Language-driven Semantic Segmentation Boyi Li Kilian Q. Weinberger Serge J. Belongie V. Koltun René Ranftl VLM 48 601 0 10 Jan 2022
Cost Aggregation Is All You Need for Few-Shot Segmentation Sunghwan Hong Seokju Cho Jisu Nam Seungryong Kim ViT 29 23 0 22 Dec 2021
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 24 13 0 21 Dec 2021
Novel Class Discovery in Semantic Segmentation Yuyang Zhao Zhun Zhong N. Sebe G. Lee 24 27 0 03 Dec 2021
Zero-Shot Semantic Segmentation via Spatial and Multi-Scale Aware Visual Class Embedding Su-Ram Cha Yooseung Wang VLM 23 11 0 30 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 14 32 0 24 Nov 2021
Dual Prototypical Contrastive Learning for Few-shot Semantic Segmentation Hyeongjun Kwon Somi Jeong Sunok Kim K. Sohn VLM 28 10 0 09 Nov 2021
A Pixel-Level Meta-Learner for Weakly Supervised Few-Shot Semantic Segmentation Yuan-Hao Lee Fu-En Yang Yu-Chiang Frank Wang VLM 15 17 0 02 Nov 2021
MFNet: Multi-class Few-shot Segmentation Network with Pixel-wise Metric Learning Miao Zhang Miaojing Shi Li Li VLM 38 20 0 30 Oct 2021
MaskSplit: Self-supervised Meta-learning for Few-shot Semantic Segmentation Yunxin Li Ahmet Sencan Yunxin Ding Nazli Ikizler-Cinbis M. Zhang VLM SSL 21 10 0 23 Oct 2021
Few-shot Semantic Segmentation with Self-supervision from Pseudo-classes Yiwen Li G. P. Data Yunguan Fu Yipeng Hu V. Prisacariu VLM 12 13 0 22 Oct 2021
Uncertainty-Aware Semi-Supervised Few Shot Segmentation Soopil Kim Philip Chikontwe Sang Hyun Park 19 14 0 18 Oct 2021
Dense Gaussian Processes for Few-Shot Segmentation Joakim Johnander Johan Edstedt M. Felsberg F. Khan Martin Danelljan 61 30 0 07 Oct 2021
PFENet++: Boosting Few-shot Semantic Segmentation with the Noise-filtered Context-aware Prior Mask Xiaoliu Luo Zhuotao Tian Taiping Zhang Bei Yu Yuan Yan Tang Jiaya Jia 46 37 0 28 Sep 2021
All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-supervised Medical Image Segmentation Zhe Xu Yixin Wang Donghuan Lu Lequan Yu Jiangpeng Yan Jie Luo Kai Ma Yefeng Zheng R. Tong 35 55 0 28 Sep 2021
Improved Few-shot Segmentation by Redefinition of the Roles of Multi-level CNN Features Zhijie Wang Masanori Suganuma Takayuki Okatani VLM SSeg 37 1 0 14 Sep 2021
PoissonSeg: Semi-Supervised Few-Shot Medical Image Segmentation via Poisson Learning Xiaoang Shen Guokai Zhang Huilin Lai Jihao Luo Jianwei Lu Ye Luo 27 14 0 26 Aug 2021
Few-shot Segmentation with Optimal Transport Matching and Message Flow Weide Liu Chi Zhang Henghui Ding Tzu-Yi Hung Guosheng Lin 19 49 0 19 Aug 2021
A Self-Distillation Embedded Supervised Affinity Attention Model for Few-Shot Segmentation Qi Zhao Binghao Liu Shuchang Lyu Yifan Yang VLM 29 16 0 14 Aug 2021
Few-Shot Segmentation with Global and Local Contrastive Learning Weide Liu Zhonghua Wu Henghui Ding Fayao Liu Jie Lin Guosheng Lin Wei Zhou 34 24 0 11 Aug 2021
Simpler is Better: Few-shot Semantic Segmentation with Classifier Weight Transformer Zhihe Lu Sen He Xiatian Zhu Li Zhang Yi-Zhe Song Tao Xiang ViT 171 173 0 06 Aug 2021
Learning Meta-class Memory for Few-Shot Semantic Segmentation Zhonghua Wu Xiangxi Shi Guosheng lin Jianfei Cai VLM 53 108 0 06 Aug 2021
Boosting Few-shot Semantic Segmentation with Transformers Guolei Sun Yun-Hai Liu Jingyun Liang Luc Van Gool ViT 24 9 0 04 Aug 2021
Few-Shot Segmentation via Cycle-Consistent Transformer Gengwei Zhang Guoliang Kang Yi Yang Yunchao Wei ViT 19 177 0 04 Jun 2021
Prior-Enhanced Few-Shot Segmentation with Meta-Prototypes Jian-Wei Zhang Lei Lv Yawei Luo H. Feng Yi Yang Wei Chen VLM 16 4 0 01 Jun 2021
Anti-aliasing Semantic Reconstruction for Few-Shot Semantic Segmentation Binghao Liu Yao Ding Jianbin Jiao Xiangyang Ji QiXiang Ye 11 47 0 01 Jun 2021
Attentional Prototype Inference for Few-Shot Segmentation Haoliang Sun Xiankai Lu Haochen Wang Yilong Yin Xiantong Zhen Cees G. M. Snoek Ling Shao 23 9 0 14 May 2021
SCNet: Enhancing Few-Shot Semantic Segmentation by Self-Contrastive Background Prototypes Jiacheng Chen Bin-Bin Gao Zongqing Lu Jing-Hao Xue Chengjie Wang Q. Liao VLM 15 10 0 19 Apr 2021
Prototypical Region Proposal Networks for Few-Shot Localization and Classification Elliott Skomski Aaron Tuor Andrew Avila Lauren A. Phillips Zach New Henry Kvinge Court D. Corley Nathan Oken Hodas 13 0 0 08 Apr 2021
Adaptive Prototype Learning and Allocation for Few-Shot Segmentation Gen Li Varun Jampani Laura Sevilla-Lara Deqing Sun Jonghyun Kim Joongkyu Kim 26 353 0 05 Apr 2021