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Yanbin Li

3 accepted papers

2026

Path Matters: Unveiling Geometric Implicit Bias via Curvature-Aware Sparse View Optimization

ICLR 2026poster

3D Gaussian Splatting (3DGS) has recently emerged as a powerful approach for novel view synthesis by reconstructing scenes as sets of Gaussian ellipsoids. Despite its success in scenarios with dense input images, 3DGS faces critical challenges in sparse view settings, often resulting in geometric in…

Cited by 0SourceScholar
2025

Anti-Degeneracy Scheme for Lidar SLAM Based on Particle Filter in Geometry Feature-Less Environments

RA-L 2025

Simultaneous localization and mapping (SLAM) based on particle filtering has been extensively employed in indoor scenarios due to its high efficiency. However, in geometry feature-less scenes, the accuracy is severely reduced due to lack of constraints. In this article, we propose an anti-degeneracy

Cited by 2SourceScholar
2025

Synergy over Discrepancy: A Partition-Based Approach to Multi-Domain LLM Fine-Tuning

NeurIPS 2025poster

Large language models (LLMs) demonstrate impressive generalization abilities, yet adapting them effectively across multiple heterogeneous domains remains challenging due to inter-domain interference. To overcome this challenge, we propose a partition-based multi-stage fine-tuning framework designed…

Cited by 0SourceScholar