SplatFlow: Self-Supervised Dynamic Gaussian Splatting in Neural Motion Flow Field for Autonomous Driving
Fuente:
arXiv
Saved in:
| Main Authors: | Sun, Su, Zhao, Cheng, Sun, Zhuoyang, Chen, Yingjie Victor, Chen, Mei |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
SplatFlow: Learning Multi-frame Optical Flow via Splatting
by: Wang, Bo, et al.
Published: (2023)
by: Wang, Bo, et al.
Published: (2023)
SplatFlow: Multi-View Rectified Flow Model for 3D Gaussian Splatting Synthesis
by: Go, Hyojun, et al.
Published: (2024)
by: Go, Hyojun, et al.
Published: (2024)
TCLC-GS: Tightly Coupled LiDAR-Camera Gaussian Splatting for Autonomous Driving
by: Zhao, Cheng, et al.
Published: (2024)
by: Zhao, Cheng, et al.
Published: (2024)
DrivingGaussian: Composite Gaussian Splatting for Surrounding Dynamic Autonomous Driving Scenes
by: Zhou, Xiaoyu, et al.
Published: (2023)
by: Zhou, Xiaoyu, et al.
Published: (2023)
DriveSplat: Unified Neural Gaussian Reconstruction for Dynamic Driving Scenes
by: Wang, Cong, et al.
Published: (2025)
by: Wang, Cong, et al.
Published: (2025)
AD-GS: Object-Aware B-Spline Gaussian Splatting for Self-Supervised Autonomous Driving
by: Xu, Jiawei, et al.
Published: (2025)
by: Xu, Jiawei, et al.
Published: (2025)
GaussianFlow: Splatting Gaussian Dynamics for 4D Content Creation
by: Gao, Quankai, et al.
Published: (2024)
by: Gao, Quankai, et al.
Published: (2024)
VoxelSplat: Dynamic Gaussian Splatting as an Effective Loss for Occupancy and Flow Prediction
by: Zhu, Ziyue, et al.
Published: (2025)
by: Zhu, Ziyue, et al.
Published: (2025)
GaussianFlowOcc: Sparse and Weakly Supervised Occupancy Estimation using Gaussian Splatting and Temporal Flow
by: Boeder, Simon, et al.
Published: (2025)
by: Boeder, Simon, et al.
Published: (2025)
HAIF-GS: Hierarchical and Induced Flow-Guided Gaussian Splatting for Dynamic Scene
by: Chen, Jianing, et al.
Published: (2025)
by: Chen, Jianing, et al.
Published: (2025)
PAGS: Priority-Adaptive Gaussian Splatting for Dynamic Driving Scenes
by: A, Ying, et al.
Published: (2025)
by: A, Ying, et al.
Published: (2025)
Nighttime Autonomous Driving Scene Reconstruction with Physically-Based Gaussian Splatting
by: Kim, Tae-Kyeong, et al.
Published: (2026)
by: Kim, Tae-Kyeong, et al.
Published: (2026)
ColonSplat: Reconstruction of Peristaltic Motion in Colonoscopy with Dynamic Gaussian Splatting
by: Smolak-Dyżewska, Weronika, et al.
Published: (2026)
by: Smolak-Dyżewska, Weronika, et al.
Published: (2026)
AutoSplat: Constrained Gaussian Splatting for Autonomous Driving Scene Reconstruction
by: Khan, Mustafa, et al.
Published: (2024)
by: Khan, Mustafa, et al.
Published: (2024)
EvFlow-GS: Event Enhanced Motion Deblurring with Optical Flow for 3D Gaussian Splatting
by: An, Feiyu, et al.
Published: (2026)
by: An, Feiyu, et al.
Published: (2026)
EndoFlow-SLAM: Real-Time Endoscopic SLAM with Flow-Constrained Gaussian Splatting
by: Wu, Taoyu, et al.
Published: (2025)
by: Wu, Taoyu, et al.
Published: (2025)
WorldSplat: Gaussian-Centric Feed-Forward 4D Scene Generation for Autonomous Driving
by: Zhu, Ziyue, et al.
Published: (2025)
by: Zhu, Ziyue, et al.
Published: (2025)
GGS: Generalizable Gaussian Splatting for Lane Switching in Autonomous Driving
by: Han, Huasong, et al.
Published: (2024)
by: Han, Huasong, et al.
Published: (2024)
GaussianFlow SLAM: Monocular Gaussian Splatting SLAM Guided by GaussianFlow
by: Seo, Dong-Uk, et al.
Published: (2026)
by: Seo, Dong-Uk, et al.
Published: (2026)
ShapeSplat: A Large-scale Dataset of Gaussian Splats and Their Self-Supervised Pretraining
by: Ma, Qi, et al.
Published: (2024)
by: Ma, Qi, et al.
Published: (2024)
4D Neural Voxel Splatting: Dynamic Scene Rendering with Voxelized Guassian Splatting
by: Wu, Chun-Tin, et al.
Published: (2025)
by: Wu, Chun-Tin, et al.
Published: (2025)
Decoupling Motion and Geometry in 4D Gaussian Splatting
by: Zhang, Yi, et al.
Published: (2026)
by: Zhang, Yi, et al.
Published: (2026)
Compact 3D Gaussian Splatting for Static and Dynamic Radiance Fields
by: Lee, Joo Chan, et al.
Published: (2024)
by: Lee, Joo Chan, et al.
Published: (2024)
TagSplat: Topology-Aware Gaussian Splatting for Dynamic Mesh Modeling and Tracking
by: Guo, Hanzhi, et al.
Published: (2025)
by: Guo, Hanzhi, et al.
Published: (2025)
MotionGS : Compact Gaussian Splatting SLAM by Motion Filter
by: Guo, Xinli, et al.
Published: (2024)
by: Guo, Xinli, et al.
Published: (2024)
LT-Gaussian: Long-Term Map Update Using 3D Gaussian Splatting for Autonomous Driving
by: Cheng, Luqi, et al.
Published: (2025)
by: Cheng, Luqi, et al.
Published: (2025)
GSPR: Multimodal Place Recognition Using 3D Gaussian Splatting for Autonomous Driving
by: Qi, Zhangshuo, et al.
Published: (2024)
by: Qi, Zhangshuo, et al.
Published: (2024)
CrowdSplat: Exploring Gaussian Splatting For Crowd Rendering
by: Sun, Xiaohan, et al.
Published: (2025)
by: Sun, Xiaohan, et al.
Published: (2025)
DoF-Gaussian: Controllable Depth-of-Field for 3D Gaussian Splatting
by: Shen, Liao, et al.
Published: (2025)
by: Shen, Liao, et al.
Published: (2025)
SeFlow: A Self-Supervised Scene Flow Method in Autonomous Driving
by: Zhang, Qingwen, et al.
Published: (2024)
by: Zhang, Qingwen, et al.
Published: (2024)
LongSplat: Robust Unposed 3D Gaussian Splatting for Casual Long Videos
by: Lin, Chin-Yang, et al.
Published: (2025)
by: Lin, Chin-Yang, et al.
Published: (2025)
SplatFields: Neural Gaussian Splats for Sparse 3D and 4D Reconstruction
by: Mihajlovic, Marko, et al.
Published: (2024)
by: Mihajlovic, Marko, et al.
Published: (2024)
CoDa-4DGS: Dynamic Gaussian Splatting with Context and Deformation Awareness for Autonomous Driving
by: Song, Rui, et al.
Published: (2025)
by: Song, Rui, et al.
Published: (2025)
SplatAD: Real-Time Lidar and Camera Rendering with 3D Gaussian Splatting for Autonomous Driving
by: Hess, Georg, et al.
Published: (2024)
by: Hess, Georg, et al.
Published: (2024)
FAST-Splat: Fast, Ambiguity-Free Semantics Transfer in Gaussian Splatting
by: Shorinwa, Ola, et al.
Published: (2024)
by: Shorinwa, Ola, et al.
Published: (2024)
Tracking-Guided 4D Generation: Foundation-Tracker Motion Priors for 3D Model Animation
by: Sun, Su, et al.
Published: (2025)
by: Sun, Su, et al.
Published: (2025)
RadarSplat: Radar Gaussian Splatting for High-Fidelity Data Synthesis and 3D Reconstruction of Autonomous Driving Scenes
by: Kung, Pou-Chun, et al.
Published: (2025)
by: Kung, Pou-Chun, et al.
Published: (2025)
DHGS: Decoupled Hybrid Gaussian Splatting for Driving Scene
by: Shi, Xi, et al.
Published: (2024)
by: Shi, Xi, et al.
Published: (2024)
MAPo : Motion-Aware Partitioning of Deformable 3D Gaussian Splatting for High-Fidelity Dynamic Scene Reconstruction
by: Jiao, Han, et al.
Published: (2025)
by: Jiao, Han, et al.
Published: (2025)
Geometry Field Splatting with Gaussian Surfels
by: Jiang, Kaiwen, et al.
Published: (2024)
by: Jiang, Kaiwen, et al.
Published: (2024)
Similar Items
-
SplatFlow: Learning Multi-frame Optical Flow via Splatting
by: Wang, Bo, et al.
Published: (2023) -
SplatFlow: Multi-View Rectified Flow Model for 3D Gaussian Splatting Synthesis
by: Go, Hyojun, et al.
Published: (2024) -
TCLC-GS: Tightly Coupled LiDAR-Camera Gaussian Splatting for Autonomous Driving
by: Zhao, Cheng, et al.
Published: (2024) -
DrivingGaussian: Composite Gaussian Splatting for Surrounding Dynamic Autonomous Driving Scenes
by: Zhou, Xiaoyu, et al.
Published: (2023) -
DriveSplat: Unified Neural Gaussian Reconstruction for Dynamic Driving Scenes
by: Wang, Cong, et al.
Published: (2025)