Smaller3d: Smaller Models for 3D Semantic Segmentation Using Minkowski Engine and Knowledge Distillation Methods May 4, 2023 3D Semantic Segmentation Knowledge Distillation
Code Code Available Point-to-Voxel Knowledge Distillation for LiDAR Semantic Segmentation Jun 5, 2022 3D Semantic Segmentation Knowledge Distillation
Code Code Available Deep Learning on 3D Semantic Segmentation: A Detailed Review Nov 4, 2024 3D Semantic Segmentation Deep Learning
Code Code Available Exploring Scene Affinity for Semi-Supervised LiDAR Semantic Segmentation Aug 21, 2024 3D Semantic Segmentation Data Augmentation
Code Code Available Dense cellular segmentation for EM using 2D–3D neural network ensembles Jan 28, 2021 3D Semantic Segmentation Electron Microscopy Image Segmentation
Code Code Available Point-Voxel CNN for Efficient 3D Deep Learning Jul 8, 2019 3D Object Detection 3D Semantic Segmentation
Code Code Available Exploring Spatial Context for 3D Semantic Segmentation of Point Clouds Feb 5, 2018 3D Semantic Segmentation Segmentation
Code Code Available Tangent Convolutions for Dense Prediction in 3D Jul 6, 2018 3D Semantic Segmentation Prediction
Code Code Available A modular U-Net for automated segmentation of X-ray tomography images in composite materials Jul 15, 2021 2D Semantic Segmentation 3D Semantic Segmentation
Code Code Available vFusedSeg3D: 3rd Place Solution for 2024 Waymo Open Dataset Challenge in Semantic Segmentation Aug 9, 2024 3D Semantic Segmentation Semantic Segmentation
Code Code Available PSA-SSL: Pose and Size-aware Self-Supervised Learning on LiDAR Point Clouds Mar 18, 2025 3D Object Detection 3D Semantic Segmentation
Code Code Available Multi-modality Affinity Inference for Weakly Supervised 3D Semantic Segmentation Dec 27, 2023 3D Semantic Segmentation Point Cloud Segmentation
Code Code Available Dilated Point Convolutions: On the Receptive Field Size of Point Convolutions on 3D Point Clouds Jul 28, 2019 3D Semantic Segmentation Semantic Segmentation
Code Code Available DeepGCNs: Can GCNs Go as Deep as CNNs? Apr 7, 2019 3D Semantic Segmentation Graph Classification
Code Code Available 3D Semantic Segmentation with Submanifold Sparse Convolutional Networks Nov 28, 2017 3D Semantic Segmentation LIDAR Semantic Segmentation
Code Code Available Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs Nov 27, 2017 3D Semantic Segmentation Semantic Segmentation
Code Code Available TextureNet: Consistent Local Parametrizations for Learning from High-Resolution Signals on Meshes Nov 30, 2018 3D Semantic Segmentation Semantic Segmentation
Code Code Available RANP: Resource Aware Neuron Pruning at Initialization for 3D CNNs Oct 6, 2020 3D Semantic Segmentation Semantic Segmentation
Code Code Available RANP: Resource Aware Neuron Pruning at Initialization for 3D CNNs Feb 9, 2021 3D Semantic Segmentation Semantic Segmentation
Code Code Available Vision Transformers increase efficiency of 3D cardiac CT multi-label segmentation Oct 13, 2023 3D Semantic Segmentation Computed Tomography (CT)
Code Code Available LatticeNet: Fast Point Cloud Segmentation Using Permutohedral Lattices Dec 12, 2019 3D Semantic Segmentation Point Cloud Segmentation
Code Code Available Learning 3D Semantics from Pose-Noisy 2D Images with Hierarchical Full Attention Network Apr 17, 2022 2D Semantic Segmentation 3D Semantic Segmentation
Code Code Available SemanticKITTI: A Dataset for Semantic Scene Understanding of LiDAR Sequences Apr 2, 2019 3D Semantic Segmentation Scene Understanding
Code Code Available SE3D: A Framework For Saliency Method Evaluation In 3D Imaging May 23, 2024 3D Classification 3D Object Detection
Code Code Available Attention-Guided Lidar Segmentation and Odometry Using Image-to-Point Cloud Saliency Transfer Aug 28, 2023 3D Semantic Segmentation Autonomous Driving
Code Code Available Associatively Segmenting Instances and Semantics in Point Clouds Feb 26, 2019 3D Instance Segmentation 3D Semantic Segmentation
Code Code Available Dynamics-aware Adversarial Attack of 3D Sparse Convolution Network Dec 17, 2021 3D Classification 3D Semantic Segmentation
Code Code Available SPLATNet: Sparse Lattice Networks for Point Cloud Processing Feb 22, 2018 3D Part Segmentation 3D Semantic Segmentation
Code Code Available SqueezeSeg: Convolutional Neural Nets with Recurrent CRF for Real-Time Road-Object Segmentation from 3D LiDAR Point Cloud Oct 19, 2017 3D Semantic Segmentation Autonomous Driving
Code Code Available Integrating Deep Metric Learning with Coreset for Active Learning in 3D Segmentation Nov 24, 2024 3D Semantic Segmentation Active Learning
Code Code Available COLA: COarse LAbel pre-training for 3D semantic segmentation of sparse LiDAR datasets Feb 14, 2022 3D Semantic Segmentation Autonomous Driving
Code Code Available Brain Tissue Segmentation Using NeuroNet With Different Pre-processing Techniques Mar 29, 2019 3D Semantic Segmentation Decoder
Code Code Available SqueezeSegV2: Improved Model Structure and Unsupervised Domain Adaptation for Road-Object Segmentation from a LiDAR Point Cloud Sep 22, 2018 3D Semantic Segmentation Domain Adaptation
Code Code Available LCPFormer: Towards Effective 3D Point Cloud Analysis via Local Context Propagation in Transformers Oct 23, 2022 3D Object Detection 3D Point Cloud Classification
Code Code Available COVERED, CollabOratiVE Robot Environment Dataset for 3D Semantic segmentation Feb 24, 2023 3D Semantic Segmentation Real-Time Semantic Segmentation
Code Code Available T-UDA: Temporal Unsupervised Domain Adaptation in Sequential Point Clouds Sep 15, 2023 3D Semantic Segmentation Domain Adaptation
Code Code Available SegStitch: Multidimensional Transformer for Robust and Efficient Medical Imaging Segmentation Aug 1, 2024 3D Semantic Segmentation Denoising
Code Code Available OVGaussian: Generalizable 3D Gaussian Segmentation with Open Vocabularies Dec 31, 2024 3DGS 3D Semantic Segmentation
Code Code Available 3D Semantic Segmentation of Modular Furniture using rjMCMC May 15, 2017 3D Semantic Segmentation furniture segmentation
Code Code Available Learning Regional Purity for Instance Segmentation on 3D Point Clouds Nov 3, 2020 3D Instance Segmentation 3D Semantic Segmentation
Code Code Available PanoSLAM: Panoptic 3D Scene Reconstruction via Gaussian SLAM Dec 31, 2024 3D Instance Segmentation 3D Reconstruction
Code Code Available Cross-Modal Self-Supervised Learning with Effective Contrastive Units for LiDAR Point Clouds Sep 10, 2024 3D Object Detection 3D Semantic Segmentation
Code Code Available PartNet: A Large-scale Benchmark for Fine-grained and Hierarchical Part-level 3D Object Understanding Dec 6, 2018 3D Instance Segmentation 3D Semantic Segmentation
Code Code Available Path-Invariant Map Networks Dec 31, 2018 3D Semantic Segmentation Scene Segmentation
Code Code Available Cross-Shape Attention for Part Segmentation of 3D Point Clouds Mar 20, 2020 3D Semantic Segmentation Retrieval
Code Code Available Learning Free-Form Deformations for 3D Object Reconstruction Mar 29, 2018 3D Object Reconstruction 3D Reconstruction
Code Code Available Image Understands Point Cloud: Weakly Supervised 3D Semantic Segmentation via Association Learning Sep 16, 2022 3D Semantic Segmentation Pseudo Label
Code Code Available PointCNN: Convolution On X-Transformed Points Dec 1, 2018 3D Part Segmentation 3D Point Cloud Classification
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