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20242026
most citedCompact 3D Gaussian Splatting For Dense Visual SLAM

7 citations · 10 across the 13 of their papers we have counts for

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7 papers · 1 filter

cs.CV2025

TGSFormer: Scalable Temporal Gaussian Splatting for Embodied Semantic Scene Completion

Rui Qian, Haozhi Cao, Tianchen Deng +4

Embodied 3D Semantic Scene Completion (SSC) infers dense geometry and semantics from continuous egocentric observations. Most existing Gaussian-based methods rely on random initial…

cs.CV2025

SplatSSC: Decoupled Depth-Guided Gaussian Splatting for Semantic Scene Completion

Rui Qian, Haozhi Cao, Tianchen Deng +2

Monocular 3D Semantic Scene Completion (SSC) is a challenging yet promising task that aims to infer dense geometric and semantic descriptions of a scene from a single image. While…

cs.RO2025★ 1 cited

UniLGL: Learning Uniform Place Recognition for FOV-limited/Panoramic LiDAR Global Localization

Hongming Shen, Xun Chen, Yulin Hui +5

Existing LGL methods typically consider only partial information (e.g., geometric features) from LiDAR observations or are designed for homogeneous LiDAR sensors, overlooking the u…

cs.CV2025

UNO: Unified Self-Supervised Monocular Odometry for Platform-Agnostic Deployment

Wentao Zhao, Yihe Niu, Yanbo Wang +5

This work presents UNO, a unified monocular visual odometry framework that enables robust and adaptable pose estimation across diverse environments, platforms, and motion patterns.…

cs.CV2025

MCN-SLAM: Multi-Agent Collaborative Neural SLAM with Hybrid Implicit Neural Scene Representation

Tianchen Deng, Guole Shen, Xun Chen +9

Neural implicit scene representations have recently shown promising results in dense visual SLAM. However, existing implicit SLAM algorithms are constrained to single-agent scenari…

cs.HC2025

FAM-HRI: Foundation-Model Assisted Multi-Modal Human-Robot Interaction Combining Gaze and Speech

Yuzhi Lai, Shenghai Yuan, Peizheng Li +4

ffective Human-Robot Interaction (HRI) is crucial for enhancing accessibility and usability in real-world robotics applications. However, existing solutions often rely on gesture-…

cs.RO2025

Audio Array-Based 3D UAV Trajectory Estimation with LiDAR Pseudo-Labeling

Allen Lei, Tianchen Deng, Han Wang +2

As small unmanned aerial vehicles (UAVs) become increasingly prevalent, there is growing concern regarding their impact on public safety and privacy, highlighting the need for adva…