linjiatai/awesome-weakly-supervised-semantic-segmentation-papers

Recent weakly supervised semantic segmentation paper

Awesome-Weakly-Supervised-Semantic-Segmentation-Papers

NOTE: If I miss some paper, plese feel free to contact me (pt.jiang at mail.nankai.edu.cn). Feel free to send me a PR!

2022

Title	Venue	Supervision	PDF	CODE
Saliency Guided Inter- and Intra-Class Relation Constraints for Weakly Supervised Semantic Segmentation	TMM	Image	PDF	CODE
C2AM: Contrastive Learning of Class-Agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation	CVPR	Image	PDF	CODE
Towards Noiseless Object Contours for Weakly Supervised Semantic Segmentation	CVPR	Image	PDF	CODE
Self-supervised Image-specific Prototype Exploration for Weakly Supervised Semantic Segmentation	CVPR	Image	PDF	CODE
Weakly Supervised Semantic Segmentation by Pixel-to-Prototype Contrast	CVPR	Image	PDF	CODE
Weakly Supervised Semantic Segmentation using Out-of-Distribution Data	CVPR	Image	PDF	CODE
Class Re-Activation Maps for Weakly-Supervised Semantic Segmentation	CVPR	Image	PDF	CODE
Multi-class Token Transformer for Weakly Supervised Semantic Segmentation	CVPR	Image	PDF	CODE
Learning Affinity from Attention: End-to-End Weakly-Supervised Semantic Segmentation with Transformer	CVPR	Image	PDF	CODE
L2G: A Simple Local-to-Global Knowledge Transfer Framework for Weakly Supervised Semantic Segmentation	CVPR	Image	PDF	CODE
Threshold Matters in WSSS: Manipulating the Activation for the Robust and Accurate Segmentation Model Against Thresholds	CVPR	Image	PDF	CODE
Cross Language Image Matching for Weakly Supervised Semantic Segmentation	CVPR	Image+Language	PDF	CODE
Regional Semantic Contrast and Aggregation for Weakly Supervised Semantic Segmentation	CVPR	Image	PDF	CODE
Uncertainty Estimation via Response Scaling for Pseudo-mask Noise Mitigation in Weakly-supervised Semantic Segmentation	AAAI	Image	PDF	CODE
Looking Beyond Single Images for Weakly Supervised Semantic Segmentation Learning	TPAMI	Image	PDF	CODE

2021

Title	Venue	Supervision	PDF	CODE
Online Attention Accumulation for Weakly Supervised Semantic Segmentation	TPAMI	Image	PDF	CODE
End-to-end Boundary Exploration for Weakly-supervised Semantic Segmentation	Multimedia	Image	PDF	CODE
Reducing Information Bottleneck for Weakly Supervised Semantic Segmentation	NeurIPS	Image	PDF	CODE
Unlocking the Potential of Ordinary Classifier: Class-Specific Adversarial Erasing Framework for Weakly Supervised Semantic Segmentation	ICCV	Image	PDF	CODE
ECS-Net: Improving Weakly Supervised Semantic Segmentation by Using Connections Between Class Activation Maps	ICCV	Image	PDF	CODE
Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation	ICCV	Image	PDF	CODE
Pseudo-mask Matters in Weakly-supervised Semantic Segmentation	ICCV	Image	PDF	CODE
Complementary Patch for Weakly Supervised Semantic Segmentation	ICCV	Image	PDF	CODE
Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation	CVPR	Image	PDF	CODE
Railroad is not a Train: Saliency as Pseudo-pixel Supervision for Weakly Supervised Semantic Segmentation	CVPR	Image	PDF	CODE
Embedded Discriminative Attention Mechanism for Weakly Supervised Semantic Segmentation	CVPR	Image	PDF	CODE
Anti-adversarially manipulated attributions for weakly and semi-supervised semantic segmentation	CVPR	Image & Semi	PDF	CODE
BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation	CVPR	Box	PDF	CODE
Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic Segmentation	CVPR	Box	PDF	CODE
Discriminative Region Suppression for Weakly-Supervised Semantic Segmentation	AAAI	Image	PDF	CODE
Group-Wise Semantic Mining for Weakly Supervised Semantic Segmentation	AAAI	Image	PDF	CODE
Puzzle-CAM: Improved localization via matching partial and full features	ICIP	Image	pdf	CODE
Context Decoupling Augmentation for Weakly Supervised Semantic Segmentation	arXiv	Image	PDF	CODE
Weakly-Supervised Image Semantic Segmentation Using Graph Convolutional Networks	ICME	Image	PDF	CODE

2020

Title	Venue	Supervision	PDF	CODE
Causal Intervention for Weakly-Supervised Semantic Segmentation	NeurIPS	Image	PDF	CODE
Mining Cross-Image Semantics for Weakly Supervised Semantic Segmentation	ECCV	Image	PDF	CODE
Weakly supervised semantic segmentation with boundary exploration	ECCV	Image	PDF	CODE
Splitting vs. Merging: Mining Object Regions with Discrepancy and Intersection Loss for Weakly Supervised Semantic Segmentation	ECCV	Image	PDF	CODE
Employing multi-estimations for weakly-supervised semantic segmentation	ECCV	Image	PDF	CODE
Weakly-Supervised Semantic Segmentation via Sub-category Exploration	CVPR	Image	PDF	CODE
Single-Stage Semantic Segmentation from Image Labels	CVPR	Image	PDF	CODE
Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation	CVPR	Image	PDF	CODE
Learning Integral Objects With Intra-Class Discriminator for Weakly-Supervised Semantic Segmentation	CVPR	Image	PDF	CODE
Reliability Does Matter: An End-to-End Weakly Supervised Semantic Segmentation Approach	AAAI	Image	PDF	CODE
CIAN: Cross-Image Affinity Net for Weakly Supervised Semantic Segmentation	AAAI	Image	PDF	CODE
Weakly-Supervised Semantic Segmentation by Iterative Affinity Learning	IJCV	Image	PDF	CODE
Mixup-CAM: Weakly-supervised Semantic Segmentation via Uncertainty Regularization	BMVC	Image	PDF	CODE
Leveraging Instance-, Image- and Dataset-Level Information for Weakly Supervised Instance Segmentation	TPAMI	Image	PDF	CODE

2019

Title	Venue	Supervision	PDF	CODE
Self-Supervised Difference Detection for Weakly-Supervised Semantic Segmentation	ICCV	Image	PDF	CODE
Integral Object Mining via Online Attention Accumulation	ICCV	Image	PDF	CODE
Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations	CVPR	Image	PDF	CODE
Saliency Guided Self-attention Network for Weakly and Semi-supervised Semantic Segmentation	ICCV	Image	PDF	CODE
Joint Learning of Saliency Detection and Weakly Supervised Semantic Segmentation	ICCV	Image	PDF	CODE
A Comprehensive Analysis of Weakly-Supervised Semantic Segmentation in Different Image Domains	IJCV	~~~~	PDF	CODE

2018

Title	Venue	Supervision	PDF	CODE
Weakly-Supervised Semantic Segmentation Network with Deep Seeded Region Growing	CVPR	Image	PDF	CODE