CANet: Class-Agnostic Segmentation Networks with Iterative Refinement and Attentive Few-Shot Learning

6 March 2019

Chi Zhang

Guosheng Lin

Fayao Liu

Chunhua Shen

Papers citing "CANet: Class-Agnostic Segmentation Networks with Iterative Refinement and Attentive Few-Shot Learning"

50 / 71 papers shown

Title
Adapting In-Domain Few-Shot Segmentation to New Domains without Retraining Qi Fan Kaiqi Liu Nian Liu Hisham Cholakkal Rao Muhammad Anwer Wenbin Li Yang Gao 69 0 0 30 Apr 2025
A BERT-Style Self-Supervised Learning CNN for Disease Identification from Retinal Images Xin Li Wenhui Zhu Peijie Qiu Oana Dumitrascu Amal Youssef Y. Wang SSL MedIm 92 0 0 25 Apr 2025
Static Segmentation by Tracking: A Frustratingly Label-Efficient Approach to Fine-Grained Segmentation Zhenyang Feng Zihe Wang Saul Ibaven Bueno Tomasz Frelek Advikaa Ramesh ... Hilmar Lapp Charles V. Stewart T. Berger-Wolf Yu-Chuan Su Wei-Lun Chao 48 0 0 12 Jan 2025
Deep ContourFlow: Advancing Active Contours with Deep Learning Antoine Habis V. Meas-Yedid Elsa D. Angelini Jean-Christophe Olivo-Marin 30 0 0 15 Jul 2024
Cross-Domain Few-Shot Semantic Segmentation via Doubly Matching Transformation Jiayi Chen Rong Quan Jie Qin 37 1 0 24 May 2024
DARNet: Bridging Domain Gaps in Cross-Domain Few-Shot Segmentation with Dynamic Adaptation Haoran Fan Qi Fan M. Pagnucco Yang Song 13 3 0 08 Dec 2023
FaceStudio: Put Your Face Everywhere in Seconds Yuxuan Yan C. Zhang Rui Wang Yichao Zhou Gege Zhang Pei Cheng Gang Yu Bin-Bin Fu DiffM 35 39 0 05 Dec 2023
Progressive Feedback-Enhanced Transformer for Image Forgery Localization Haochen Zhu Gang Cao Xianglin Huang ViT 29 7 0 15 Nov 2023
Generalized Few-Shot Point Cloud Segmentation Via Geometric Words Yating Xu Conghui Hu Na Zhao Gim Hee Lee 3DPC 17 6 0 20 Sep 2023
Masked Cross-image Encoding for Few-shot Segmentation Wenbo Xu Huaxi Huang Mingg-Ming Cheng Litao Yu Qiang Wu Jian Andrew Zhang 38 4 0 22 Aug 2023
Boosting Few-shot 3D Point Cloud Segmentation via Query-Guided Enhancement Zhen-Hu Ning Zhuotao Tian Guangming Lu Wenjie Pei 3DPC 26 14 0 06 Aug 2023
Referring Camouflaged Object Detection Xuying Zhang Bo Yin Zheng Lin Qibin Hou Deng-Ping Fan Ming-Ming Cheng 43 17 0 13 Jun 2023
Inferring and Leveraging Parts from Object Shape for Improving Semantic Image Synthesis Yuxiang Wei Zhilong Ji Xiaohe Wu Jinfeng Bai L. Zhang W. Zuo 49 3 0 31 May 2023
MIANet: Aggregating Unbiased Instance and General Information for Few-Shot Semantic Segmentation Yong Yang Qiong Chen Yuan Feng Tianlin Huang 27 30 0 23 May 2023
Quaternion-valued Correlation Learning for Few-Shot Semantic Segmentation Zewen Zheng Guoheng Huang Xiaochen Yuan Chi-Man Pun Hongzhi Liu Wing-Kuen Ling 25 22 0 12 May 2023
MSI: Maximize Support-Set Information for Few-Shot Segmentation Seonghyeon Moon Samuel S. Sohn Honglu Zhou Sejong Yoon Vladimir Pavlovic Muhammad Haris Khan Mubbasir Kapadia 24 17 0 09 Dec 2022
Activating the Discriminability of Novel Classes for Few-shot Segmentation Dianwen Mei Wei Zhuo Jiandong Tian Guangming Lu Wenjie Pei VLM 30 0 0 02 Dec 2022
Prototype as Query for Few Shot Semantic Segmentation Leilei Cao Yibo Guo Ye Yuan Qiangguo Jin ViT 25 10 0 27 Nov 2022
Progressively Dual Prior Guided Few-shot Semantic Segmentation Qinglong Cao Yuntian Chen Xiwen Yao Junwei Han 17 0 0 20 Nov 2022
Query Semantic Reconstruction for Background in Few-Shot Segmentation Haoyan Guan Michael W. Spratling 12 3 0 21 Oct 2022
CobNet: Cross Attention on Object and Background for Few-Shot Segmentation Haoyan Guan Michael W. Spratling 27 0 0 21 Oct 2022
Few-Shot Segmentation via Rich Prototype Generation and Recurrent Prediction Enhancement Hongsheng Wang Xiaoqi Zhao Youwei Pang Jinqing Qi VLM 36 2 0 03 Oct 2022
Cost Aggregation with 4D Convolutional Swin Transformer for Few-Shot Segmentation Sunghwan Hong Seokju Cho Jisu Nam Stephen Lin Seung Wook Kim ViT 19 122 0 22 Jul 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 27 105 0 10 May 2022
Beyond the Prototype: Divide-and-conquer Proxies for Few-shot Segmentation Chunbo Lang Binfei Tu Gong Cheng Junwei Han 25 63 0 21 Apr 2022
Integrative Few-Shot Learning for Classification and Segmentation Dahyun Kang Minsu Cho VLM 26 59 0 29 Mar 2022
FS6D: Few-Shot 6D Pose Estimation of Novel Objects Yisheng He Yao Wang Haoqiang Fan Jian-jun Sun Qifeng Chen 33 83 0 28 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 31 9 0 24 Mar 2022
Extending One-Stage Detection with Open-World Proposals Sachin Konan Kevin J Liang Li Yin ObjD 24 10 0 07 Jan 2022
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
Dual Prototypical Contrastive Learning for Few-shot Semantic Segmentation Hyeongjun Kwon Somi Jeong Sunok Kim K. Sohn VLM 28 10 0 09 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
Meta-Learning for Multi-Label Few-Shot Classification Christian Simon Piotr Koniusz Mehrtash Harandi 15 25 0 26 Oct 2021
Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation A. Tavera Fabio Cermelli Carlo Masone Barbara Caputo 21 19 0 22 Oct 2021
A Unified Framework for Generalized Low-Shot Medical Image Segmentation with Scarce Data H. Cui Dong Wei Kai Ma Shi Gu Yefeng Zheng 20 39 0 18 Oct 2021
Dense Gaussian Processes for Few-Shot Segmentation Joakim Johnander Johan Edstedt M. Felsberg F. Khan Martin Danelljan 59 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 44 37 0 28 Sep 2021
PDFNet: Pointwise Dense Flow Network for Urban-Scene Segmentation Venkata Satya Sai Ajay Daliparthi 3DPC 24 0 0 21 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
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
Towards the Unseen: Iterative Text Recognition by Distilling from Errors A. Bhunia Pinaki Nath Chowdhury Aneeshan Sain Yi-Zhe Song 30 16 0 26 Jul 2021
Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation Lei Ke Xia Li Martin Danelljan Yu-Wing Tai Chi-Keung Tang F. I. F. Richard Yu VOS 21 71 0 22 Jun 2021
Few-Shot Segmentation via Cycle-Consistent Transformer Gengwei Zhang Guoliang Kang Yi Yang Yunchao Wei ViT 19 177 0 04 Jun 2021
HCRF-Flow: Scene Flow from Point Clouds with Continuous High-order CRFs and Position-aware Flow Embedding Ruibo Li Guosheng Lin Tong He Fayao Liu Chunhua Shen 3DPC 33 56 0 17 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
Adaptive Prototype Learning and Allocation for Few-Shot Segmentation Gen Li Varun Jampani Laura Sevilla-Lara Deqing Sun Jonghyun Kim Joongkyu Kim 24 353 0 05 Apr 2021
Force-and-moment-based Model Predictive Control for Achieving Highly Dynamic Locomotion on Bipedal Robots Junheng Li G. Alcan 18 20 0 31 Mar 2021