Cover Image

Enhancing Sampling Protocol for Point Cloud Classification Against Corruptions

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Li, Chongshou, Tang, Pin, Li, Xinke, Liu, Yuheng, Li, Tianrui
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Rethinking Gradient-based Adversarial Attacks on Point Cloud Classification
by: Chen, Jun, et al.
Published: (2025)

ModelNet40-E: An Uncertainty-Aware Benchmark for Point Cloud Classification
by: Alonso, Pedro, et al.
Published: (2025)

Less is More: Efficient Point Cloud Reconstruction via Multi-Head Decoders
by: Alonso, Pedro, et al.
Published: (2025)

Beyond Defenses: Manifold-Aligned Regularization for Intrinsic 3D Point Cloud Robustness
by: Alonso, Pedro, et al.
Published: (2026)

Pyramid Diffusion for Fine 3D Large Scene Generation
by: Liu, Yuheng, et al.
Published: (2023)

GeoCD: A Differential Local Approximation for Geodesic Chamfer Distance
by: Alonso, Pedro, et al.
Published: (2025)

LLM-Guided Taxonomy and Hierarchical Uncertainty for 3D Point Cloud Active Learning
by: Li, Chenxi, et al.
Published: (2025)

Robust 3D Point Clouds Classification based on Declarative Defenders
by: Li, Kaidong, et al.
Published: (2024)

Voxel-based Point Cloud Geometry Compression with Space-to-Channel Context
by: Liu, Bojun, et al.
Published: (2025)

IGASA: Integrated Geometry-Aware and Skip-Attention Modules for Enhanced Point Cloud Registration
by: Zhang, Dongxu, et al.
Published: (2026)

Point-DAE: Denoising Autoencoders for Self-supervised Point Cloud Learning
by: Zhang, Yabin, et al.
Published: (2022)

Iterative Feedback Network for Unsupervised Point Cloud Registration
by: Xie, Yifan, et al.
Published: (2024)

Weakly Supervised Point Clouds Transformer for 3D Object Detection
by: Tang, Zuojin, et al.
Published: (2023)

Mamba3D: Enhancing Local Features for 3D Point Cloud Analysis via State Space Model
by: Han, Xu, et al.
Published: (2024)

PointCG: Self-supervised Point Cloud Learning via Joint Completion and Generation
by: Liu, Yun, et al.
Published: (2024)

Controllable 3D Outdoor Scene Generation via Scene Graphs
by: Liu, Yuheng, et al.
Published: (2025)

Enhancing Tree Species Classification: Insights from YOLOv8 and Explainable AI Applied to TLS Point Cloud Projections
by: Straker, Adrian, et al.
Published: (2025)

Adversarial Training with OCR Modality Perturbation for Scene-Text Visual Question Answering
by: Shen, Zhixuan, et al.
Published: (2024)

MSC-Bench: Benchmarking and Analyzing Multi-Sensor Corruption for Driving Perception
by: Hao, Xiaoshuai, et al.
Published: (2025)

PointGS: Semantic-Consistent Unsupervised 3D Point Cloud Segmentation with 3D Gaussian Splatting
by: Song, Yixiao, et al.
Published: (2026)

Late-decoupled 3D Hierarchical Semantic Segmentation with Semantic Prototype Discrimination based Bi-branch Supervision
by: Cao, Shuyu, et al.
Published: (2025)

Point2Quad: Generating Quad Meshes from Point Clouds via Face Prediction
by: Li, Zezeng, et al.
Published: (2025)

Enhancing Performance of Point Cloud Completion Networks with Consistency Loss
by: Wijaya, Kevin Tirta, et al.
Published: (2024)

Hyperbolic Contrastive Learning for Hierarchical 3D Point Cloud Embedding
by: Liu, Yingjie, et al.
Published: (2025)

LMM-PCQA: Assisting Point Cloud Quality Assessment with LMM
by: Zhang, Zicheng, et al.
Published: (2024)

The Point, the Vision and the Text: Does Point Cloud Boost Spatial Reasoning of Large Language Models? A Bias-Controlled Study
by: Zhang, Weichen, et al.
Published: (2025)

Desensitizing for Improving Corruption Robustness in Point Cloud Classification through Adversarial Training
by: Tian, Zhiqiang, et al.
Published: (2025)

Position-aware Guided Point Cloud Completion with CLIP Model
by: Zhou, Feng, et al.
Published: (2024)

Uncertainty-aware Prototype Learning with Variational Inference for Few-shot Point Cloud Segmentation
by: Zhao, Yifei, et al.
Published: (2026)

UST-SSM: Unified Spatio-Temporal State Space Models for Point Cloud Video Modeling
by: Li, Peiming, et al.
Published: (2025)

GeoT: Geometry-guided Instance-dependent Transition Matrix for Semi-supervised Tooth Point Cloud Segmentation
by: Yu, Weihao, et al.
Published: (2025)

Point Cloud Self-supervised Learning via 3D to Multi-view Masked Learner
by: Chen, Zhimin, et al.
Published: (2023)

Detecting and Corrupting Convolution-based Unlearnable Examples
by: Li, Minghui, et al.
Published: (2023)

Mining and Transferring Feature-Geometry Coherence for Unsupervised Point Cloud Registration
by: Xiong, Kezheng, et al.
Published: (2024)

Enhancing 3D Point Cloud Classification with ModelNet-R and Point-SkipNet
by: Saeid, Mohammad, et al.
Published: (2025)

MRG: A Multi-Robot Manufacturing Digital Scene Generation Method Using Multi-Instance Point Cloud Registration
by: Han, Songjie, et al.
Published: (2025)

Masked Generative Extractor for Synergistic Representation and 3D Generation of Point Clouds
by: Zeng, Hongliang, et al.
Published: (2024)

LINR-PCGC: Lossless Implicit Neural Representations for Point Cloud Geometry Compression
by: Huang, Wenjie, et al.
Published: (2025)

Target-Guided Adversarial Point Cloud Transformer Towards Recognition Against Real-world Corruptions
by: Wang, Jie, et al.
Published: (2024)

Hierarchical Direction Perception via Atomic Dot-Product Operators for Rotation-Invariant Point Clouds Learning
by: Hu, Chenyu, et al.
Published: (2025)