| Parameter-Efficient Fine-Tuning in Spectral Domain for Point Cloud Learning |
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10 Oct 2024 |
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| OpenDlign: Open-World Point Cloud Understanding with Depth-Aligned Images |
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25 Apr 2024 |
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| Mamba3D: Enhancing Local Features for 3D Point Cloud Analysis via State Space Model |
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23 Apr 2024 |
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| ShapeLLM: Universal 3D Object Understanding for Embodied Interaction |
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27 Feb 2024 |
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| Uni3D: Exploring Unified 3D Representation at Scale |
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10 Oct 2023 |
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 |
| Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following |
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1 Sep 2023 |
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| PointGPT: Auto-regressively Generative Pre-training from Point Clouds |
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19 May 2023 |
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| OpenShape: Scaling Up 3D Shape Representation Towards Open-World Understanding |
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18 May 2023 |
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) · 4 unverified (2 pointer-only for licence) |
| Instance-aware Dynamic Prompt Tuning for Pre-trained Point Cloud Models |
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14 Apr 2023 |
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| Point2Vec for Self-Supervised Representation Learning on Point Clouds |
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29 Mar 2023 |
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| Parameter is Not All You Need: Starting from Non-Parametric Networks for 3D Point Cloud Analysis |
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14 Mar 2023 |
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 (2 pointer-only for licence) |
| Attention-based Point Cloud Edge Sampling |
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28 Feb 2023 |
official (archive's flag): 1 ran · 1 ran (of which 1 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; the one sample that ran constructed an object rather than computing a result |
| Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining |
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5 Feb 2023 |
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| Learning 3D Representations from 2D Pre-trained Models via Image-to-Point Masked Autoencoders |
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13 Dec 2022 |
community repositories only · 6 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (4 pointer-only for licence) |
| ULIP: Learning a Unified Representation of Language, Images, and Point Clouds for 3D Understanding |
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10 Dec 2022 |
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 |
| PointCLIP V2: Prompting CLIP and GPT for Powerful 3D Open-world Learning |
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21 Nov 2022 |
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| Rethinking the compositionality of point clouds through regularization in the hyperbolic space |
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21 Sep 2022 |
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 |
| P2P: Tuning Pre-trained Image Models for Point Cloud Analysis with Point-to-Pixel Prompting |
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4 Aug 2022 |
official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 1 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (2 pointer-only for licence) |
| PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies |
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9 Jun 2022 |
official (archive's flag): 3 ran · 10 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 6 where Syntology's instrument failed) · 7 unverified |
| PointVector: A Vector Representation In Point Cloud Analysis |
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21 May 2022 |
official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 1 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (10 pointer-only for licence) |
| Surface Representation for Point Clouds |
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11 May 2022 |
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 (2 pointer-only for licence) |
| Masked Discrimination for Self-Supervised Learning on Point Clouds |
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21 Mar 2022 |
official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (2 pointer-only for licence) |
| Masked Autoencoders for Point Cloud Self-supervised Learning |
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13 Mar 2022 |
official (archive's flag): 4 ran · 9 ran (of which 1 constructed an object rather than computing a result; 6 with no instrument failure: 2 honoured, 0 violated, 4 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (7 pointer-only for licence) |
| CrossPoint: Self-Supervised Cross-Modal Contrastive Learning for 3D Point Cloud Understanding |
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1 Mar 2022 |
official (archive's flag): 1 ran · 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) · 1 unverified (2 pointer-only for licence) |
| Rethinking Network Design and Local Geometry in Point Cloud: A Simple Residual MLP Framework |
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15 Feb 2022 |
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 (2 pointer-only for licence) |
| PRA-Net: Point Relation-Aware Network for 3D Point Cloud Analysis |
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9 Dec 2021 |
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 |
| Point-BERT: Pre-training 3D Point Cloud Transformers with Masked Point Modeling |
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29 Nov 2021 |
official (archive's flag): 4 ran · 5 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (2 pointer-only for licence) |
| MVT: Multi-view Vision Transformer for 3D Object Recognition |
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25 Oct 2021 |
official (archive's flag): 3 ran · 4 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; 1 where Syntology's instrument failed) · 0 unverified (3 pointer-only for licence) |
| ASSANet: An Anisotropic Separable Set Abstraction for Efficient Point Cloud Representation Learning |
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20 Oct 2021 |
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 |
| Spatio-temporal Self-Supervised Representation Learning for 3D Point Clouds |
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1 Sep 2021 |
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 (3 pointer-only for licence) |
| Revisiting Point Cloud Shape Classification with a Simple and Effective Baseline |
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9 Jun 2021 |
official (archive's flag): 1 ran · 4 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; 1 where Syntology's instrument failed) · 8 unverified |
| Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis |
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4 May 2021 |
community repositories only · 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 (1 pointer-only for licence) |
| PAConv: Position Adaptive Convolution with Dynamic Kernel Assembling on Point Clouds |
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26 Mar 2021 |
official (archive's flag): 4 ran · 4 ran (of which 2 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified |
| Perceiver: General Perception with Iterative Attention |
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4 Mar 2021 |
official: harvested, nothing ran · 41 ran (of which 20 constructed an object rather than computing a result; 30 with no instrument failure: 0 honoured, 2 violated, 28 with no contract checked; 11 where Syntology's instrument failed) · 14 unverified (11 pointer-only for licence) |
| Regularization Strategy for Point Cloud via Rigidly Mixed Sample |
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3 Feb 2021 |
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 |
| PointCutMix: Regularization Strategy for Point Cloud Classification |
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5 Jan 2021 |
official: no sample here; runs from other or unrecorded repositories · 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 |
| PCT: Point cloud transformer |
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17 Dec 2020 |
community repositories only · 2 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; 2 where Syntology's instrument failed) · 0 unverified |
| MVTN: Multi-View Transformation Network for 3D Shape Recognition |
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26 Nov 2020 |
official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (3 pointer-only for licence) |
| Point Transformer |
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2 Nov 2020 |
official (archive's flag): 1 ran · 3 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; 3 where Syntology's instrument failed) · 0 unverified (3 pointer-only for licence) |
| Self-Supervised Few-Shot Learning on Point Clouds |
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29 Sep 2020 |
4 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; 1 where Syntology's instrument failed) · 1 unverified (5 pointer-only for licence) |
| Unsupervised 3D Learning for Shape Analysis via Multiresolution Instance Discrimination |
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3 Aug 2020 |
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) · 8 unverified |
| Dense-Resolution Network for Point Cloud Classification and Segmentation |
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14 May 2020 |
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 |
| PointASNL: Robust Point Clouds Processing using Nonlocal Neural Networks with Adaptive Sampling |
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1 Mar 2020 |
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 (2 pointer-only for licence) |
| DeepGCNs: Making GCNs Go as Deep as CNNs |
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15 Oct 2019 |
official (archive's flag): 4 ran · 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified (1 pointer-only for licence) |
| Spherical Kernel for Efficient Graph Convolution on 3D Point Clouds |
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20 Sep 2019 |
official (archive's flag): 2 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 1 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 7 unverified |
| KPConv: Flexible and Deformable Convolution for Point Clouds |
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18 Apr 2019 |
official (archive's flag): 4 ran · 9 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 4 where Syntology's instrument failed) · 3 unverified (3 pointer-only for licence) |
| Relation-Shape Convolutional Neural Network for Point Cloud Analysis |
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16 Apr 2019 |
official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified |
| PointConv: Deep Convolutional Networks on 3D Point Clouds |
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17 Nov 2018 |
official (archive's flag): 1 ran · 14 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 2 honoured, 0 violated, 5 with no contract checked; 7 where Syntology's instrument failed) · 1 unverified (6 pointer-only for licence) |
| SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters |
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30 Mar 2018 |
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 (1 pointer-only for licence) |
| Local Spectral Graph Convolution for Point Set Feature Learning |
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15 Mar 2018 |
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 (2 pointer-only for licence) |
| SO-Net: Self-Organizing Network for Point Cloud Analysis |
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12 Mar 2018 |
official (archive's flag): 5 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) · 0 unverified |
| Dynamic Graph CNN for Learning on Point Clouds |
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24 Jan 2018 |
official (archive's flag): 1 ran · 16 ran (of which 5 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 9 where Syntology's instrument failed) · 28 unverified (31 pointer-only for licence) |
| PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space |
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7 Jun 2017 |
36 ran (of which 31 constructed an object rather than computing a result; 33 with no instrument failure: 0 honoured, 0 violated, 33 with no contract checked; 3 where Syntology's instrument failed) · 31 unverified (26 pointer-only for licence) |
| PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation |
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2 Dec 2016 |
103 ran (of which 45 constructed an object rather than computing a result; 75 with no instrument failure: 0 honoured, 0 violated, 75 with no contract checked; 28 where Syntology's instrument failed) · 61 unverified (92 pointer-only for licence) |
| Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling |
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24 Oct 2016 |
3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified |
| Generative and Discriminative Voxel Modeling with Convolutional Neural Networks |
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15 Aug 2016 |
official (archive's flag): 1 ran · 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 |