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ClearGS: Reliability-Aware Gaussian Splatting from Handheld Videos

Paper recorded by Signals 4 on 2026-09-25 in cs.AI. Abstract reproduced from arXiv; link to the original below.

Published 2026-09-25 on arXiv · recorded by Signals 4 on 2026-09-28

Category: cs.AI · 人工智能 · first seen 2026-09-28

Abstract

We present ClearGS for 3D Gaussian Splatting (3DGS) from handheld videos with uneven viewpoint coverage and mixed frame quality. Rather than selecting frames with binary decisions, ClearGS uses Reliability-aware View Allocation (RVA) to assign graded raw-supervision weights based on appearance reliability, degradation risk, and geometric utility, while weakly reactivating useful suppressed frames

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#10 most recent of 420 cs.AI papers we have recorded · ↑ newer: Can You Check That? The Checkability Boundary for Local LLM Network Au · ↓ older: Evaluating Cultural Awareness of LLMs for Haitian Creole

Cite this page: ClearGS: Reliability-Aware Gaussian Splatting from Handheld Videos: the #10 most recent of 420 cs.AI papers we have recorded (as of 2026-09-25). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/cleargs-reliability-aware-gaussian-splatting-from-handheld-videos.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable: papers.json

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