Cover Image

Self-supervised Learning of Hybrid Part-aware 3D Representations of 2D Gaussians and Superquadrics

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Gao, Zhirui, Yi, Renjiao, Huang, Yuhang, Chen, Wei, Zhu, Chenyang, Xu, Kai
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Curve-Aware Gaussian Splatting for 3D Parametric Curve Reconstruction
by: Gao, Zhirui, et al.
Published: (2025)

Learning Accurate Template Matching with Differentiable Coarse-to-Fine Correspondence Refinement
by: Gao, Zhirui, et al.
Published: (2023)

Generic Objects as Pose Probes for Few-shot View Synthesis
by: Gao, Zhirui, et al.
Published: (2024)

BoxFusion: Reconstruction-Free Open-Vocabulary 3D Object Detection via Real-Time Multi-View Box Fusion
by: Lan, Yuqing, et al.
Published: (2025)

CycleDiff: Cycle Diffusion Models for Unpaired Image-to-image Translation
by: Zou, Shilong, et al.
Published: (2025)

VasTSD: Learning 3D Vascular Tree-state Space Diffusion Model for Angiography Synthesis
by: Wang, Zhifeng, et al.
Published: (2025)

RemixFusion: Residual-based Mixed Representation for Large-scale Online RGB-D Reconstruction
by: Lan, Yuqing, et al.
Published: (2025)

Part-aware Shape Generation with Latent 3D Diffusion of Neural Voxel Fields
by: Huang, Yuhang, et al.
Published: (2024)

CAD-NeRF: Learning NeRFs from Uncalibrated Few-view Images by CAD Model Retrieval
by: Wen, Xin, et al.
Published: (2024)

Relighting Scenes with Object Insertions in Neural Radiance Fields
by: Zhu, Xuening, et al.
Published: (2024)

Angio-Diff: Learning a Self-Supervised Adversarial Diffusion Model for Angiographic Geometry Generation
by: Wang, Zhifeng, et al.
Published: (2025)

F2M-Reg: Unsupervised RGB-D Point Cloud Registration with Frame-to-Model Optimization
by: Yu, Zhinan, et al.
Published: (2024)

DiffusionEdge: Diffusion Probabilistic Model for Crisp Edge Detection
by: Ye, Yunfan, et al.
Published: (2024)

GroupContrast: Semantic-aware Self-supervised Representation Learning for 3D Understanding
by: Wang, Chengyao, et al.
Published: (2024)

Gaussian2Scene: 3D Scene Representation Learning via Self-supervised Learning with 3D Gaussian Splatting
by: Liu, Keyi, et al.
Published: (2025)

GaussianCross: Cross-modal Self-supervised 3D Representation Learning via Gaussian Splatting
by: Yao, Lei, et al.
Published: (2025)

SuperDec: 3D Scene Decomposition with Superquadric Primitives
by: Fedele, Elisabetta, et al.
Published: (2025)

Structure-aware Semantic Discrepancy and Consistency for 3D Medical Image Self-supervised Learning
by: Pan, Tan, et al.
Published: (2025)

QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction
by: Zuo, Sicheng, et al.
Published: (2025)

DO3D: Self-supervised Learning of Decomposed Object-aware 3D Motion and Depth from Monocular Videos
by: Wu, Xiuzhe, et al.
Published: (2024)

SuperOcc: Toward Cohesive Temporal Modeling for Superquadric-based 3D Occupancy Prediction
by: Yu, Zichen, et al.
Published: (2026)

GaussianOcc: Fully Self-supervised and Efficient 3D Occupancy Estimation with Gaussian Splatting
by: Gan, Wanshui, et al.
Published: (2024)

ArticulatedGS: Self-supervised Digital Twin Modeling of Articulated Objects using 3D Gaussian Splatting
by: Guo, Junfu, et al.
Published: (2025)

Point-SRA: Self-Representation Alignment for 3D Representation Learning
by: Wei, Lintong, et al.
Published: (2026)

AH-GS: Augmented 3D Gaussian Splatting for High-Frequency Detail Representation
by: Xu, Chenyang, et al.
Published: (2025)

Light-SQ: Structure-aware Shape Abstraction with Superquadrics for Generated Meshes
by: Wang, Yuhan, et al.
Published: (2025)

Learning Interaction-aware 3D Gaussian Splatting for One-shot Hand Avatars
by: Huang, Xuan, et al.
Published: (2024)

VG-SSL: Benchmarking Self-supervised Representation Learning Approaches for Visual Geo-localization
by: Xiao, Jiuhong, et al.
Published: (2023)

ARM3D: Attention-based relation module for indoor 3D object detection
by: Lan, Yuqing, et al.
Published: (2022)

Exploring Structural Degradation in Dense Representations for Self-supervised Learning
by: Dai, Siran, et al.
Published: (2025)

Decoupling Common and Unique Representations for Multimodal Self-supervised Learning
by: Wang, Yi, et al.
Published: (2023)

Latent Radiance Fields with 3D-aware 2D Representations
by: Zhou, Chaoyi, et al.
Published: (2025)

GS-PT: Exploiting 3D Gaussian Splatting for Comprehensive Point Cloud Understanding via Self-supervised Learning
by: Liu, Keyi, et al.
Published: (2024)

Constrained Multiview Representation for Self-supervised Contrastive Learning
by: Dai, Siyuan, et al.
Published: (2024)

DC-Gaussian: Improving 3D Gaussian Splatting for Reflective Dash Cam Videos
by: Wang, Linhan, et al.
Published: (2024)

A Unified Membership Inference Method for Visual Self-supervised Encoder via Part-aware Capability
by: Zhu, Jie, et al.
Published: (2024)

StruMamba3D: Exploring Structural Mamba for Self-supervised Point Cloud Representation Learning
by: Wang, Chuxin, et al.
Published: (2025)

Hybrid 3D-4D Gaussian Splatting for Fast Dynamic Scene Representation
by: Oh, Seungjun, et al.
Published: (2025)

Mixed Autoencoder for Self-supervised Visual Representation Learning
by: Chen, Kai, et al.
Published: (2023)

Self-supervised Representation Learning with Local Aggregation for Image-based Profiling
by: Dai, Siran, et al.
Published: (2025)