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Point Cloud Classification

Papers archive 2025-07-28

archive papers tagged: 265 · with a code link: 138 · where Syntology ran a sample: 42 (33 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 (42 of 265 tagged: 33 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 265, 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.

• Self-supervised Point Cloud Representation Learning via Separating Mixed Shapes
  1 Sep 2021 1 repository listed
• Geometry-Aware Self-Training for Unsupervised Domain Adaptationon Object Point Clouds
  20 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) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• 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)
• Surrogate Model-Based Explainability Methods for Point Cloud NNs
  28 Jul 2021 1 repository listed
• Rotation Transformation Network: Learning View-Invariant Point Cloud for Classification and Segmentation
  7 Jul 2021 1 repository listed
• Towards Training Stronger Video Vision Transformers for EPIC-KITCHENS-100 Action Recognition
  9 Jun 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)
• Geometry-Aware Self-Training for Unsupervised Domain Adaptation on Object Point Clouds
  1 Jan 2021 1 repository listed
• RobustPointSet: A Dataset for Benchmarking Robustness of Point Cloud Classifiers
  23 Nov 2020 1 repository listed
• MGIC: Multigrid-in-Channels Neural Network Architectures
  17 Nov 2020 1 repository listed
• Unsupervised Point Cloud Pre-Training via Occlusion Completion
  2 Oct 2020 1 repository listed
• Multi-scale Receptive Fields Graph Attention Network for Point Cloud Classification
  28 Sep 2020 1 repository listed
• PointMixup: Augmentation for Point Clouds
  14 Aug 2020 1 repository listed
• Point Set Voting for Partial Point Cloud Analysis
  9 Jul 2020 1 repository listed Syntology 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)
• 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)
• MOPS-Net: A Matrix Optimization-driven Network forTask-Oriented 3D Point Cloud Downsampling
  1 May 2020 1 repository listed
• Point-PlaneNet: Plane kernel based convolutional neural network for point clouds analysis
  1 May 2020 1 repository listed
• Generative PointNet: Deep Energy-Based Learning on Unordered Point Sets for 3D Generation, Reconstruction and Classification
  2 Apr 2020 1 repository listed Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 11 harvested samples) · 2 pointer-only (licence)
• Triangle-Net: Towards Robustness in Point Cloud Learning
  27 Feb 2020 1 repository listed
• AdvectiveNet: An Eulerian-Lagrangian Fluidic reservoir for Point Cloud Processing
  1 Feb 2020 1 repository listed
• 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
• Grid-GCN for Fast and Scalable Point Cloud Learning
  6 Dec 2019 1 repository listed
• SGAS: Sequential Greedy Architecture Search
  30 Nov 2019 1 repository listed Syntology 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) · 4 unverified (of 7 harvested samples) · 4 pointer-only (licence)
• Learning Permutation Invariant Representations using Memory Networks
  18 Nov 2019 1 repository listed
• Rotation Invariant Point Cloud Classification: Where Local Geometry Meets Global Topology
  1 Nov 2019 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: 0 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 1 pointer-only (licence)
• Deep Declarative Networks: A New Hope
  11 Sep 2019 1 repository listed
• Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification
  19 Aug 2019 1 repository listed
• ACNe: Attentive Context Normalization for Robust Permutation-Equivariant Learning
  4 Jul 2019 1 repository listed
• Unsupervised Feature Learning for Point Cloud by Contrasting and Clustering With Graph Convolutional Neural Network
  28 Apr 2019 1 repository listed
• DUP-Net: Denoiser and Upsampler Network for 3D Adversarial Point Clouds Defense
  25 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)
• URSA: A Neural Network for Unordered Point Clouds Using Constellations
  14 Aug 2018 1 repository listed
• RGCNN: Regularized Graph CNN for Point Cloud Segmentation
  8 Jun 2018 1 repository listed Syntology 1 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; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• 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
• Optimal Control for Transformer Architectures: Enhancing Generalization, Robustness and Efficiency
  16 May 2025 0 repositories listed
• FA-KPConv: Introducing Euclidean Symmetries to KPConv via Frame Averaging
  7 May 2025 0 repositories listed
• DG-MVP: 3D Domain Generalization via Multiple Views of Point Clouds for Classification
  16 Apr 2025 0 repositories listed
• Fourier Decomposition for Explicit Representation of 3D Point Cloud Attributes
  13 Mar 2025 0 repositories listed
• RS2AD: End-to-End Autonomous Driving Data Generation from Roadside Sensor Observations
  10 Mar 2025 0 repositories listed
• AIQViT: Architecture-Informed Post-Training Quantization for Vision Transformers
  7 Feb 2025 0 repositories listed
• OT-Transformer: A Continuous-time Transformer Architecture with Optimal Transport Regularization
  30 Jan 2025 0 repositories listed
• RW-Net: Enhancing Few-Shot Point Cloud Classification with a Wavelet Transform Projection-based Network
  6 Jan 2025 0 repositories listed
• STREAM: A Universal State-Space Model for Sparse Geometric Data
  19 Nov 2024 0 repositories listed
• Low-Density 3D Point Cloud Classification
  30 Oct 2024 0 repositories listed
• Bridging Domain Gap of Point Cloud Representations via Self-Supervised Geometric Augmentation
  11 Sep 2024 0 repositories listed
• Efficient Point Cloud Classification via Offline Distillation Framework and Negative-Weight Self-Distillation Technique
  3 Sep 2024 0 repositories listed
• PMT-MAE: Dual-Branch Self-Supervised Learning with Distillation for Efficient Point Cloud Classification
  3 Sep 2024 0 repositories listed
• Enhancing Sampling Protocol for Point Cloud Classification Against Corruptions
  22 Aug 2024 0 repositories listed
• Temporal Reversed Training for Spiking Neural Networks with Generalized Spatio-Temporal Representation
  17 Aug 2024 0 repositories listed
• CLIP-based Point Cloud Classification via Point Cloud to Image Translation
  7 Aug 2024 0 repositories listed
• Rethinking Attention Module Design for Point Cloud Analysis
  27 Jul 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
• Leveraging PointNet and PointNet++ for Lyft Point Cloud Classification Challenge
  29 Apr 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 Hybrid Generative and Discriminative PointNet on Unordered Point Sets
  19 Apr 2024 0 repositories listed
• Meta Episodic learning with Dynamic Task Sampling for CLIP-based Point Cloud Classification
  1 Apr 2024 0 repositories listed
• Image and Point-cloud Classification for Jet Analysis in High-Energy Physics: A survey
  18 Mar 2024 0 repositories listed
• FBPT: A Fully Binary Point Transformer
  15 Mar 2024 0 repositories listed
• A Benchmark Grocery Dataset of Realworld Point Clouds From Single View
  12 Feb 2024 0 repositories listed
• Adaptive Point Transformer
  26 Jan 2024 0 repositories listed
• Exploiting GPT-4 Vision for Zero-shot Point Cloud Understanding
  15 Jan 2024 0 repositories listed
• Point Cloud Classification via Deep Set Linearized Optimal Transport
  2 Jan 2024 0 repositories listed
• CausalPC: Improving the Robustness of Point Cloud Classification by Causal Effect Identification
  1 Jan 2024 0 repositories listed
• PointeNet: A Lightweight Framework for Effective and Efficient Point Cloud Analysis
  20 Dec 2023 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
• Learning-Based Biharmonic Augmentation for Point Cloud Classification
  10 Nov 2023 0 repositories listed
• Deep Learning-based 3D Point Cloud Classification: A Systematic Survey and Outlook
  5 Nov 2023 0 repositories listed
• Deep Learning-based Compressed Domain Multimedia for Man and Machine: A Taxonomy and Application to Point Cloud Classification
  28 Oct 2023 0 repositories listed
• Edge Aware Learning for 3D Point Cloud
  23 Sep 2023 0 repositories listed
• Synergizing Contrastive Learning and Optimal Transport for 3D Point Cloud Domain Adaptation
  27 Aug 2023 0 repositories listed
• Learning Adaptive Neighborhoods for Graph Neural Networks
  18 Jul 2023 0 repositories listed
• 3D Shape-Based Myocardial Infarction Prediction Using Point Cloud Classification Networks
  14 Jul 2023 0 repositories listed
• Adversarial Attacks and Defenses on 3D Point Cloud Classification: A Survey
  1 Jul 2023 0 repositories listed
• Feature Adversarial Distillation for Point Cloud Classification
  25 Jun 2023 0 repositories listed
• Semantic-aware Transmission for Robust Point Cloud Classification
  23 Jun 2023 0 repositories listed
• Evaluating Machine Learning Models with NERO: Non-Equivariance Revealed on Orbits
  31 May 2023 0 repositories listed
• Geometric Graph Filters and Neural Networks: Limit Properties and Discriminability Trade-offs
  29 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
• Local region-learning modules for point cloud classification
  30 Mar 2023 0 repositories listed
• Interpreting Hidden Semantics in the Intermediate Layers of 3D Point Cloud Classification Neural Network
  12 Mar 2023 0 repositories listed
• PointCert: Point Cloud Classification with Deterministic Certified Robustness Guarantees
  3 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
• PointWavelet: Learning in Spectral Domain for 3D Point Cloud Analysis
  10 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
• Efficient Converted Spiking Neural Network for 3D and 2D Classification
  1 Jan 2023 0 repositories listed
• Learnable Skeleton-Aware 3D Point Cloud Sampling
  1 Jan 2023 0 repositories listed
• PointCA: Evaluating the Robustness of 3D Point Cloud Completion Models Against Adversarial Examples
  22 Nov 2022 0 repositories listed
• Equivariance with Learned Canonicalization Functions
  11 Nov 2022 0 repositories listed

Syntology lines on 11 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.