Few Shot Semantic Segmentation Papers

NOTE: If I missed your paper, plese feel free to raise an issue or drop me an e-mail.

2020

Title	Venue	PDF	CODE
CAFENet: Class-Agnostic Few-Shot Edge Detection Network	arXiv	PDF	-
Objectness-Aware One-Shot Semantic Segmentation	arXiv	PDF	-
FGN: Fully Guided Network for Few-Shot Instance Segmentation	arXiv	PDF	-
CRNet: Cross-Reference Networks for Few-Shot Segmentation	arXiv	PDF	-
Self-Supervised Tuning for Few-Shot Segmentation	arXiv	PDF	-
On the Texture Bias for Few-Shot CNN Segmentation	arXiv	PDF	CODE
Differentiable Meta-learning Model for Few-shot Semantic Segmentation	AAAI	PDF	-
Prototype Refinement Network for Few-Shot Segmentation	arXiv	PDF	-
Weakly Supervised Few-shot Object Segmentation using Co-Attention with Visual and Semantic Inputs	arXiv	PDF

2019

Title	Venue	PDF	CODE
PANet: Few-Shot Image Semantic Segmentation with Prototype Alignment	ICCV	PDF	CODE
Pyramid Graph Networks with Connection Attentions for Region-Based One-Shot Semantic Segmentation	ICCV	PDF	-
AMP: Adaptive Masked Proxies for Few-Shot Segmentation	ICCV	PDF	CODE
SSAP: Single-Shot Instance Segmentation With Affinity Pyramid	ICCV	PDF	-
Feature Weighting and Boosting for Few-Shot Segmentation	ICCV	PDF	-
CANet: Class-Agnostic Segmentation Networks With Iterative Refinement and Attentive Few-Shot Learning	CVPR	PDF	-
Adaptive Masked Weight Imprinting for Few-Shot Segmentation	ICLRW	PDF	-
A New Local Transformation Module for Few-Shot Segmentation	MMMM	PDF
A New Few-shot Segmentation Network Based on Class Representation	arXiv	PDF

2018

Title	Venue	PDF	CODE
SG-One: Similarity Guidance Network for One-Shot Semantic Segmentation	arXiv	PDF	CODE
Conditional networks for few-shot semantic segmentation	ICLRW	PDF	CODE
Few-Shot Semantic Segmentation with Prototype Learning	BMVC	PDF	-

2017

Title	Venue	PDF	CODE
One-Shot Learning for Semantic Segmentation	BMVC	PDF	CODE