SOTAVerified

Class-Incremental Semantic Segmentation

Semantic segmentation with continous increments of classes.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–31 of 31 papers

TitleStatusHype
CoinSeg: Contrast Inter- and Intra- Class Representations for Incremental SegmentationCode1
SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental LearningCode1
Decomposed Knowledge Distillation for Class-Incremental Semantic SegmentationCode1
Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic SegmentationCode1
Early Preparation Pays Off: New Classifier Pre-tuning for Class Incremental Semantic SegmentationCode1
Geometry and Uncertainty-Aware 3D Point Cloud Class-Incremental Semantic SegmentationCode1
Mitigating Background Shift in Class-Incremental Semantic SegmentationCode1
Mining Unseen Classes via Regional Objectness: A Simple Baseline for Incremental SegmentationCode1
Balanced Residual Distillation Learning for 3D Point Cloud Class-Incremental Semantic Segmentation—0
Completely Weakly Supervised Class-Incremental Learning for Semantic Segmentation—0
AWF: Adaptive Weight Fusion for Enhanced Class Incremental Semantic Segmentation—0
Background Adaptation with Residual Modeling for Exemplar-Free Class-Incremental Semantic Segmentation—0
Continual Learning for Class- and Domain-Incremental Semantic Segmentation—0
DiffusePast: Diffusion-based Generative Replay for Class Incremental Semantic Segmentation—0
Endpoints Weight Fusion for Class Incremental Semantic Segmentation—0
Evidential Deep Learning for Class-Incremental Semantic Segmentation—0
Half-Real Half-Fake Distillation for Class-Incremental Semantic Segmentation—0
Incrementer: Transformer for Class-Incremental Semantic Segmentation With Knowledge Distillation Focusing on Old Class—0
Inherit with Distillation and Evolve with Contrast: Exploring Class Incremental Semantic Segmentation Without Exemplar Memory—0
Modeling Unknown Semantic Labels as Uncertainty in the Prediction: Evidential Deep Learning for Class-Incremental Semantic Segmentation—0
MultiCo3D: Multi-Label Voxel Contrast for One-Shot Incremental Segmentation of 3D Neuroimages—0
Self-Training for Class-Incremental Semantic Segmentation—0
Taxonomy-Aware Continual Semantic Segmentation in Hyperbolic Spaces for Open-World Perception—0
Causes of Catastrophic Forgetting in Class-Incremental Semantic SegmentationCode0
Few-shot Class-Incremental Semantic Segmentation via Pseudo-Labeling and Knowledge DistillationCode0
Evolving Knowledge Mining for Class Incremental SegmentationCode0
Towards Realistic Incremental Scenario in Class Incremental Semantic SegmentationCode0
Adaptive Prototype Replay for Class Incremental Semantic SegmentationCode0
SegACIL: Solving the Stability-Plasticity Dilemma in Class-Incremental Semantic SegmentationCode0
IPSeg: Image Posterior Mitigates Semantic Drift in Class-Incremental SegmentationCode0
CIT: Rethinking Class-incremental Semantic Segmentation with a Class Independent TransformationCode0
Show:102550

No leaderboard results yet.