Channel-Level Relation to Attentive Aggregation with Neighborhood-Homogeneity Constraint for Point Cloud Analysis
Fuente:
arXiv
Saved in:
| Main Authors: | Shi, Jiaqi, Xiao, Jin, Hu, Xiaoguang, Ji, Wenxuan, Jia, Zichong, Long, Zifan, Chen, Tianyou, Zhang, Baochang |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Enhancing point cloud analysis via neighbor aggregation correction based on cross-stage structure correlation
by: Shi, Jiaqi, et al.
Published: (2025)
by: Shi, Jiaqi, et al.
Published: (2025)
LAHNet: Local Attentive Hashing Network for Point Cloud Registration
by: Qu, Wentao, et al.
Published: (2025)
by: Qu, Wentao, et al.
Published: (2025)
Diff-Cleanse: Identifying and Mitigating Backdoor Attacks in Diffusion Models
by: Hao, Jiang, et al.
Published: (2024)
by: Hao, Jiang, et al.
Published: (2024)
A Channel-ensemble Approach: Unbiased and Low-variance Pseudo-labels is Critical for Semi-supervised Classification
by: Wu, Jiaqi, et al.
Published: (2024)
by: Wu, Jiaqi, et al.
Published: (2024)
LitS: A novel Neighborhood Descriptor for Point Clouds
by: Bastos, Jonatan B., et al.
Published: (2026)
by: Bastos, Jonatan B., et al.
Published: (2026)
Your Causal Self-Attentive Recommender Hosts a Lonely Neighborhood
by: Wang, Yueqi, et al.
Published: (2024)
by: Wang, Yueqi, et al.
Published: (2024)
Manifold-Aware Point Cloud Completion via Geodesic-Attentive Hierarchical Feature Learning
by: Sun, Jianan, et al.
Published: (2025)
by: Sun, Jianan, et al.
Published: (2025)
Attentive Contextual Attention for Cloud Removal
by: Huang, Wenli, et al.
Published: (2024)
by: Huang, Wenli, et al.
Published: (2024)
Channel-Attentive Graph Neural Networks
by: Karabulut, Tuğrul Hasan, et al.
Published: (2025)
by: Karabulut, Tuğrul Hasan, et al.
Published: (2025)
Constraint-Aware Feature Learning for Parametric Point Cloud
by: Cheng, Xi, et al.
Published: (2024)
by: Cheng, Xi, et al.
Published: (2024)
Adaptive Channel Estimation and Hybrid Beamforming for RIS aided Vehicular Communication
by: Li, Tianyou, et al.
Published: (2026)
by: Li, Tianyou, et al.
Published: (2026)
A Functorial Formulation of Neighborhood Aggregating Deep Learning
by: Park, Sun Woo, et al.
Published: (2026)
by: Park, Sun Woo, et al.
Published: (2026)
UPP: Unified Point-Level Prompting for Robust Point Cloud Analysis
by: Ai, Zixiang, et al.
Published: (2025)
by: Ai, Zixiang, et al.
Published: (2025)
Transformers with Attentive Federated Aggregation for Time Series Stock Forecasting
by: Thwal, Chu Myaet, et al.
Published: (2024)
by: Thwal, Chu Myaet, et al.
Published: (2024)
PointNet4D: A Lightweight 4D Point Cloud Video Backbone for Online and Offline Perception in Robotic Applications
by: Liu, Yunze, et al.
Published: (2025)
by: Liu, Yunze, et al.
Published: (2025)
Efficient Relation-aware Neighborhood Aggregation in Graph Neural Networks via Tensor Decomposition
by: Baghershahi, Peyman, et al.
Published: (2022)
by: Baghershahi, Peyman, et al.
Published: (2022)
SODA: Out-of-Distribution Detection in Domain-Shifted Point Clouds via Neighborhood Propagation
by: Goodge, Adam, et al.
Published: (2025)
by: Goodge, Adam, et al.
Published: (2025)
Class-Imbalanced Semi-Supervised Learning for Large-Scale Point Cloud Semantic Segmentation via Decoupling Optimization
by: Li, Mengtian, et al.
Published: (2024)
by: Li, Mengtian, et al.
Published: (2024)
CrossVideo: Self-supervised Cross-modal Contrastive Learning for Point Cloud Video Understanding
by: Liu, Yunze, et al.
Published: (2024)
by: Liu, Yunze, et al.
Published: (2024)
Point-to-Cloud NMPC with Smooth Avoidance Constraints
by: Ferreira, Brener G., et al.
Published: (2026)
by: Ferreira, Brener G., et al.
Published: (2026)
Point-Level Topological Representation Learning on Point Clouds
by: Grande, Vincent P., et al.
Published: (2024)
by: Grande, Vincent P., et al.
Published: (2024)
Representation Learning on Heterophilic Graph with Directional Neighborhood Attention
by: Lu, Qincheng, et al.
Published: (2024)
by: Lu, Qincheng, et al.
Published: (2024)
Efficient Spiking Point Mamba for Point Cloud Analysis
by: Wu, Peixi, et al.
Published: (2025)
by: Wu, Peixi, et al.
Published: (2025)
Anisotropic Gauss Reconstruction for Unoriented Point Clouds
by: Ma, Yueji, et al.
Published: (2024)
by: Ma, Yueji, et al.
Published: (2024)
Resolving Primitive-Sharing Ambiguity in Long-Tailed Industrial Point Cloud Segmentation via Spatial Context Constraints
by: Yin, Chao, et al.
Published: (2026)
by: Yin, Chao, et al.
Published: (2026)
One-Point Sampling for Distributed Bandit Convex Optimization with Time-Varying Constraints
by: Zhang, Kunpeng, et al.
Published: (2025)
by: Zhang, Kunpeng, et al.
Published: (2025)
Knapsack on Graphs with Relaxed Neighborhood Constraints
by: Dey, Palash, et al.
Published: (2025)
by: Dey, Palash, et al.
Published: (2025)
Analysis of Phthalate Monoesters and Bisphenols in Human Prostate Cancer Tissue and Urine
by: Tianai Zhang, et al.
Published: (2025)
by: Tianai Zhang, et al.
Published: (2025)
Multimodal Graph Network Modeling for Human-Object Interaction Detection with PDE Graph Diffusion
by: Ji, Wenxuan, et al.
Published: (2025)
by: Ji, Wenxuan, et al.
Published: (2025)
ConstraintLLM: A Neuro-Symbolic Framework for Industrial-Level Constraint Programming
by: Shi, Weichun, et al.
Published: (2025)
by: Shi, Weichun, et al.
Published: (2025)
Efficient Point Transformer with Dynamic Token Aggregating for LiDAR Point Cloud Processing
by: Lu, Dening, et al.
Published: (2024)
by: Lu, Dening, et al.
Published: (2024)
Sight View Constraint for Robust Point Cloud Registration
by: Zhang, Yaojie, et al.
Published: (2024)
by: Zhang, Yaojie, et al.
Published: (2024)
ELAIPBench: A Benchmark for Expert-Level Artificial Intelligence Paper Understanding
by: Dai, Xinbang, et al.
Published: (2025)
by: Dai, Xinbang, et al.
Published: (2025)
Light-weight End-to-End Graph Interest Network for CTR Prediction in E-commerce Search
by: Peng, Pipi, et al.
Published: (2024)
by: Peng, Pipi, et al.
Published: (2024)
Scalable Attribute-Missing Graph Clustering via Neighborhood Differentiation
by: Hu, Yaowen, et al.
Published: (2025)
by: Hu, Yaowen, et al.
Published: (2025)
Multi-Scale Neighborhood Occupancy Masked Autoencoder for Self-Supervised Learning in LiDAR Point Clouds
by: Abdelsamad, Mohamed, et al.
Published: (2025)
by: Abdelsamad, Mohamed, et al.
Published: (2025)
Unlocking Generalization Power in LiDAR Point Cloud Registration
by: Zeng, Zhenxuan, et al.
Published: (2025)
by: Zeng, Zhenxuan, et al.
Published: (2025)
In-Distribution Consistency Regularization Improves the Generalization of Quantization-Aware Training
by: Pang, Junbiao, et al.
Published: (2024)
by: Pang, Junbiao, et al.
Published: (2024)
StrucADT: Generating Structure-controlled 3D Point Clouds with Adjacency Diffusion Transformer
by: Shu, Zhenyu, et al.
Published: (2025)
by: Shu, Zhenyu, et al.
Published: (2025)
Robust Model Aggregation for Heterogeneous Federated Learning: Analysis and Optimizations
by: Shao, Yumeng, et al.
Published: (2024)
by: Shao, Yumeng, et al.
Published: (2024)
Similar Items
-
Enhancing point cloud analysis via neighbor aggregation correction based on cross-stage structure correlation
by: Shi, Jiaqi, et al.
Published: (2025) -
LAHNet: Local Attentive Hashing Network for Point Cloud Registration
by: Qu, Wentao, et al.
Published: (2025) -
Diff-Cleanse: Identifying and Mitigating Backdoor Attacks in Diffusion Models
by: Hao, Jiang, et al.
Published: (2024) -
A Channel-ensemble Approach: Unbiased and Low-variance Pseudo-labels is Critical for Semi-supervised Classification
by: Wu, Jiaqi, et al.
Published: (2024) -
LitS: A novel Neighborhood Descriptor for Point Clouds
by: Bastos, Jonatan B., et al.
Published: (2026)