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point cloud semantic segmentation

21 papers

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Co-occurring keywords

semantic segmentation (3186) point cloud (1480) weakly supervised learning (1328) point cloud segmentation (90) 3d scene understanding (177) 3d vision (1098) 3d point cloud (179) pseudo labeling (312) scene understanding (825) few-shot learning (3398)

Papers

EPSegFZ: Efficient Point Cloud Semantic Segmentation for Few- and Zero-Shot Scenarios with Language Guidance AAAI 2026
HOLO: Holistic Lightweight Optimization for Scene Understanding with Auto-Annotation and Multimodal Learning WACV 2026
P-SLCR: Unsupervised Point Cloud Semantic Segmentation via Prototypes Structure Learning and Consistent Reasoning AAAI 2026
Taylor Series-Inspired Local Structure Fitting Network for Few-shot Point Cloud Semantic Segmentation AAAI 2025
Less Is More: Label Recommendation for Weakly Supervised Point Cloud Semantic Segmentation AAAI 2024
PDF: A Probability-Driven Framework for Open World 3D Point Cloud Semantic Segmentation CVPR 2024
Distribution Guidance Network for Weakly Supervised Point Cloud Semantic Segmentation NIPS 2024
Hierarchical Point-based Active Learning for Semi-supervised Point Cloud Semantic Segmentation ICCV 2023
Novel Class Discovery for 3D Point Cloud Semantic Segmentation CVPR 2023
Open-Set Semantic Segmentation for Point Clouds via Adversarial Prototype Framework CVPR 2023
GaIA: Graphical Information Gain Based Attention Network for Weakly Supervised Point Cloud Semantic Segmentation WACV 2023
Stable and Consistent Prediction of 3D Characteristic Orientation via Invariant Residual Learning ICML 2023
Retro-FPN: Retrospective Feature Pyramid Network for Point Cloud Semantic Segmentation ICCV 2023
CGA-Net: Category Guided Aggregation for Point Cloud Semantic Segmentation CVPR 2021
Weakly Supervised Semantic Segmentation for Large-Scale Point Cloud AAAI 2021
Perturbed Self-Distillation: Weakly Supervised Large-Scale Point Cloud Semantic Segmentation ICCV 2021
Guided Point Contrastive Learning for Semi-Supervised Point Cloud Semantic Segmentation ICCV 2021
SceneEncoder: Scene-Aware Semantic Segmentation of Point Clouds with A Learnable Scene Descriptor IJCAI 2020
Hierarchical Point-Edge Interaction Network for Point Cloud Semantic Segmentation ICCV 2019
Exploiting Local and Global Structure for Point Cloud Semantic Segmentation with Contextual Point Representations NIPS 2019
Large-Scale Point Cloud Semantic Segmentation With Superpoint Graphs CVPR 2018