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3D Point Cloud Classification

Papers archive 2025-07-28

archive papers tagged: 202 · with a code link: 150 · where Syntology ran a sample: 55 (46 with a run with no instrument failure, 9 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (55 of 202 tagged: 46 with a run with no instrument failure, 9 where every run was a failure of Syntology's instrument)

Page 2 of 3: papers 101 to 200 of 202, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Surface Representation for Point Clouds
  11 May 2022 1 repository listed Syntology official (archive's flag): 13 ran · 13 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 0 honoured, 0 violated, 13 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 15 harvested samples) · 2 pointer-only (licence)
• APP-Net: Auxiliary-point-based Push and Pull Operations for Efficient Point Cloud Classification
  2 May 2022 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Points to Patches: Enabling the Use of Self-Attention for 3D Shape Recognition
  8 Apr 2022 1 repository listed
• Robust Structured Declarative Classifiers for 3D Point Clouds: Defending Adversarial Attacks with Implicit Gradients
  29 Mar 2022 1 repository listed
• RIConv++: Effective Rotation Invariant Convolutions for 3D Point Clouds Deep Learning
  26 Feb 2022 1 repository listed Syntology official (archive's flag): 1 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 1 pointer-only (licence)
• PointSCNet: Point Cloud Structure and Correlation Learning Based on Space Filling Curve-Guided Sampling
  21 Feb 2022 1 repository listed
• Rethinking Network Design and Local Geometry in Point Cloud: A Simple Residual MLP Framework
  15 Feb 2022 1 repository listed Syntology official (archive's flag): 8 ran · 10 ran (of which 6 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 4 where Syntology's instrument failed) · 0 unverified (of 10 harvested samples) · 2 pointer-only (licence)
• Contrastive Embedding Distribution Refinement and Entropy-Aware Attention for 3D Point Cloud Classification
  27 Jan 2022 1 repository listed
• Implicit Autoencoder for Point-Cloud Self-Supervised Representation Learning
  3 Jan 2022 1 repository listed
• On Automatic Data Augmentation for 3D Point Cloud Classification
  11 Dec 2021 1 repository listed
• 3D Medical Point Transformer: Introducing Convolution to Attention Networks for Medical Point Cloud Analysis
  9 Dec 2021 1 repository listed
• PRA-Net: Point Relation-Aware Network for 3D Point Cloud Analysis
  9 Dec 2021 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• diffConv: Analyzing Irregular Point Clouds with an Irregular View
  29 Nov 2021 1 repository listed
• DSPoint: Dual-scale Point Cloud Recognition with High-frequency Fusion
  19 Nov 2021 1 repository listed
• DeltaConv: Anisotropic Operators for Geometric Deep Learning on Point Clouds
  16 Nov 2021 1 repository listed
• ASSANet: An Anisotropic Separable Set Abstraction for Efficient Point Cloud Representation Learning
  20 Oct 2021 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 10 unverified (of 12 harvested samples)
• Dynamic Local Geometry Capture in 3D PointCloud Classification
  19 Oct 2021 1 repository listed
• PatchAugment: Local Neighborhood Augmentation in Point Cloud Classification
  19 Oct 2021 1 repository listed
• PolyNet: Polynomial Neural Network for 3D Shape Recognition with PolyShape Representation
  15 Oct 2021 1 repository listed
• POINTVIEW-GCN: 3D SHAPE CLASSIFICATION WITH MULTI-VIEW POINT CLOUDS
  22 Sep 2021 1 repository listed
• Self-supervised Point Cloud Representation Learning via Separating Mixed Shapes
  1 Sep 2021 1 repository listed
• Spatio-temporal Self-Supervised Representation Learning for 3D Point Clouds
  1 Sep 2021 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 3 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; every one of the 3 samples that ran constructed an object rather than computing a result (of 3 harvested samples) · 3 pointer-only (licence)
• Learning Inner-Group Relations on Point Clouds
  27 Aug 2021 1 repository listed
• Adaptive Graph Convolution for Point Cloud Analysis
  18 Aug 2021 1 repository listed Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Rotation Transformation Network: Learning View-Invariant Point Cloud for Classification and Segmentation
  7 Jul 2021 1 repository listed
• Image2Point: 3D Point-Cloud Understanding with 2D Image Pretrained Models
  8 Jun 2021 1 repository listed Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 2 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 1 pointer-only (licence)
• Zero-Shot Learning on 3D Point Cloud Objects and Beyond
  11 Apr 2021 1 repository listed
• Regularization Strategy for Point Cloud via Rigidly Mixed Sample
  3 Feb 2021 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
• FG-Net: Fast Large-Scale LiDAR Point Clouds Understanding Network Leveraging Correlated Feature Mining and Geometric-Aware Modelling
  17 Dec 2020 1 repository listed
• RobustPointSet: A Dataset for Benchmarking Robustness of Point Cloud Classifiers
  23 Nov 2020 1 repository listed
• PointMixup: Augmentation for Point Clouds
  14 Aug 2020 1 repository listed
• PointMask: Towards Interpretable and Bias-Resilient Point Cloud Processing
  9 Jul 2020 1 repository listed
• Parameter-Efficient Person Re-identification in the 3D Space
  8 Jun 2020 1 repository listed
• Dense-Resolution Network for Point Cloud Classification and Segmentation
  14 May 2020 1 repository listed Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples)
• Point-PlaneNet: Plane kernel based convolutional neural network for point clouds analysis
  1 May 2020 1 repository listed
• PointASNL: Robust Point Clouds Processing using Nonlocal Neural Networks with Adaptive Sampling
  1 Mar 2020 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 6 harvested samples) · 2 pointer-only (licence)
• Geometry Sharing Network for 3D Point Cloud Classification and Segmentation
  23 Dec 2019 1 repository listed
• Transductive Zero-Shot Learning for 3D Point Cloud Classification
  16 Dec 2019 1 repository listed
• ShellNet: Efficient Point Cloud Convolutional Neural Networks using Concentric Shells Statistics
  17 Aug 2019 1 repository listed
• PointWeb: Enhancing Local Neighborhood Features for Point Cloud Processing
  1 Jun 2019 1 repository listed
• A-CNN: Annularly Convolutional Neural Networks on Point Clouds
  16 Apr 2019 1 repository listed
• Learning to Sample
  4 Dec 2018 1 repository listed
• PointCNN: Convolution On X-Transformed Points
  1 Dec 2018 1 repository listed
• A Graph-CNN for 3D Point Cloud Classification
  28 Nov 2018 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 6 harvested samples)
• PointGrid: A Deep Network for 3D Shape Understanding
  1 Jun 2018 1 repository listed
• SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters
  30 Mar 2018 1 repository listed Syntology 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified (of 8 harvested samples) · 1 pointer-only (licence)
• Point Convolutional Neural Networks by Extension Operators
  27 Mar 2018 1 repository listed
• Local Spectral Graph Convolution for Point Set Feature Learning
  15 Mar 2018 1 repository listed Syntology 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 1 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 11 unverified (of 18 harvested samples) · 2 pointer-only (licence)
• General-Purpose Deep Point Cloud Feature Extractor
  12 Mar 2018 1 repository listed
• Semantic3D.net: A new Large-scale Point Cloud Classification Benchmark
  12 Apr 2017 1 repository listed
• Rethinking Gradient-based Adversarial Attacks on Point Cloud Classification
  28 May 2025 0 repositories listed
• DG-MVP: 3D Domain Generalization via Multiple Views of Point Clouds for Classification
  16 Apr 2025 0 repositories listed
• Beyond local patches: Preserving global–local interactions by enhancing self-attention via 3D point cloud tokenization
  1 Nov 2024 0 repositories listed
• Low-Density 3D Point Cloud Classification
  30 Oct 2024 0 repositories listed
• 3D-JEPA: A Joint Embedding Predictive Architecture for 3D Self-Supervised Representation Learning
  24 Sep 2024 0 repositories listed
• Temporal Reversed Training for Spiking Neural Networks with Generalized Spatio-Temporal Representation
  17 Aug 2024 0 repositories listed
• Eidos: Efficient, Imperceptible Adversarial 3D Point Clouds
  23 May 2024 0 repositories listed
• A comprehensive overview of deep learning techniques for 3D point cloud classification and semantic segmentation
  20 May 2024 0 repositories listed
• CloudFort: Enhancing Robustness of 3D Point Cloud Classification Against Backdoor Attacks via Spatial Partitioning and Ensemble Prediction
  22 Apr 2024 0 repositories listed
• A Benchmark Grocery Dataset of Realworld Point Clouds From Single View
  12 Feb 2024 0 repositories listed
• OmniVec2 - A Novel Transformer based Network for Large Scale Multimodal and Multitask Learning
  1 Jan 2024 0 repositories listed
• PointMoment:Mixed-Moment-based Self-Supervised Representation Learning for 3D Point Clouds
  6 Dec 2023 0 repositories listed
• Test-Time Augmentation for 3D Point Cloud Classification and Segmentation
  22 Nov 2023 0 repositories listed
• OmniVec: Learning robust representations with cross modal sharing
  7 Nov 2023 0 repositories listed
• Deep Learning-based 3D Point Cloud Classification: A Systematic Survey and Outlook
  5 Nov 2023 0 repositories listed
• Adversarial Attacks and Defenses on 3D Point Cloud Classification: A Survey
  1 Jul 2023 0 repositories listed
• Evaluating Machine Learning Models with NERO: Non-Equivariance Revealed on Orbits
  31 May 2023 0 repositories listed
• GTNet: Graph Transformer Network for 3D Point Cloud Classification and Semantic Segmentation
  24 May 2023 0 repositories listed
• Connecting Multi-modal Contrastive Representations
  22 May 2023 0 repositories listed
• Multi-view Vision-Prompt Fusion Network: Can 2D Pre-trained Model Boost 3D Point Cloud Data-scarce Learning?
  20 Apr 2023 0 repositories listed
• Multi-scale Geometry-aware Transformer for 3D Point Cloud Classification
  12 Apr 2023 0 repositories listed
• Interpreting Hidden Semantics in the Intermediate Layers of 3D Point Cloud Classification Neural Network
  12 Mar 2023 0 repositories listed
• CLR-GAM: Contrastive Point Cloud Learning with Guided Augmentation and Feature Mapping
  28 Feb 2023 0 repositories listed
• S3I-PointHop: SO(3)-Invariant PointHop for 3D Point Cloud Classification
  22 Feb 2023 0 repositories listed
• CAP: Robust Point Cloud Classification via Semantic and Structural Modeling
  1 Jan 2023 0 repositories listed
• Computation and Data Efficient Backdoor Attacks
  1 Jan 2023 0 repositories listed
• FFF: Fragment-Guided Flexible Fitting for Building Complete Protein Structures
  1 Jan 2023 0 repositories listed
• Text2Model: Text-based Model Induction for Zero-shot Image Classification
  27 Oct 2022 0 repositories listed
• Understanding Key Point Cloud Features for Development Three-dimensional Adversarial Attacks
  19 Oct 2022 0 repositories listed
• Automated Mobile Attention KPConv Networks via a Wide and Deep Predictor
  28 Sep 2022 0 repositories listed
• A Simple Strategy to Provable Invariance via Orbit Mapping
  24 Sep 2022 0 repositories listed
• Quantifying the Knowledge in a DNN to Explain Knowledge Distillation for Classification
  18 Aug 2022 0 repositories listed
• Open-Set Semi-Supervised Learning for 3D Point Cloud Understanding
  2 May 2022 0 repositories listed
• Imperceptible Transfer Attack and Defense on 3D Point Cloud Classification
  22 Nov 2021 0 repositories listed
• Automated Mobile Attention KPConv Networks via A Wide & Deep Predictor
  29 Sep 2021 0 repositories listed
• Dual-Neighborhood Deep Fusion Network for Point Cloud Analysis
  20 Aug 2021 0 repositories listed
• Point Discriminative Learning for Data-efficient 3D Point Cloud Analysis
  4 Aug 2021 0 repositories listed
• MKConv: Multidimensional Feature Representation for Point Cloud Analysis
  27 Jul 2021 0 repositories listed
• Training or Architecture? How to Incorporate Invariance in Neural Networks
  18 Jun 2021 0 repositories listed
• Dual Transformer for Point Cloud Analysis
  27 Apr 2021 0 repositories listed
• Exploiting Local Geometry for Feature and Graph Construction for Better 3D Point Cloud Processing with Graph Neural Networks
  28 Mar 2021 0 repositories listed
• PointGuard: Provably Robust 3D Point Cloud Classification
  4 Mar 2021 0 repositories listed
• On Adversarial Robustness of 3D Point Cloud Classification under Adaptive Attacks
  24 Nov 2020 0 repositories listed
• Empowering Knowledge Distillation via Open Set Recognition for Robust 3D Point Cloud Classification
  25 Oct 2020 0 repositories listed
• PointManifold: Using Manifold Learning for Point Cloud Classification
  14 Oct 2020 0 repositories listed
• On The Adversarial Robustness of 3D Point Cloud Classification
  28 Sep 2020 0 repositories listed
• Efficient and Stable Graph Scattering Transforms via Pruning
  27 Jan 2020 0 repositories listed
• Density-Aware Convolutional Networks with Context Encoding for Airborne LiDAR Point Cloud Classification
  14 Oct 2019 0 repositories listed
• Interpolated Convolutional Networks for 3D Point Cloud Understanding
  13 Aug 2019 0 repositories listed
• Structural Relational Reasoning of Point Clouds
  1 Jun 2019 0 repositories listed

Syntology lines on 15 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.