3D Gaussian splatting
PulseAugur coverage of 3D Gaussian splatting — every cluster mentioning 3D Gaussian splatting across labs, papers, and developer communities, ranked by signal.
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GeoQuery framework enhances 3D reconstruction with geometry-guided diffusion
Researchers have developed GeoQuery, a new framework for 3D reconstruction that improves accuracy in sparse-view scenarios. This method integrates generative diffusion models with explicit geometric cues, overcoming lim…
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PoseCompass improves synthetic data selection for visual localization
Researchers have developed PoseCompass, a new pipeline designed to improve the quality and efficiency of synthetic data used for training visual localization models. This system intelligently selects synthetic camera po…
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Neural scenes enable unified radio simulation and view synthesis
Researchers have developed a novel framework that integrates differentiable ray tracing with Gaussian primitives, enabling unified simulation of radio propagation and view synthesis within neural scenes. This approach a…
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KFC-W model generates 3D-consistent videos from unposed internet photos
Researchers have developed KFC-W, a novel self-supervised method for generating 3D-consistent videos from unposed internet photos. This approach leverages the inherent consistency of videos and the variability of multi-…
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OpenGaFF framework enhances 3D scene understanding with Gaussian features and codebook attention
Researchers have introduced OpenGaFF, a new framework designed to improve open-vocabulary 3D scene understanding using 3D Gaussian Splatting. The system models semantics as a continuous function of Gaussian geometry and…
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LTGS models long-term scene changes from sparse camera views
Researchers have developed LTGS, a novel method for creating long-term chronological scene representations from sparse visual updates. This approach uses 3D Gaussian Splatting to model scene changes, even with limited a…
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New ULF-Loc method improves visual localization using unbiased landmark features with 3D Gaussian Splatting.
Researchers have developed ULF-Loc, a new framework for visual localization that addresses biases in 3D Gaussian Splatting (3DGS) features. By analyzing the $\alpha$-blending optimization in 3DGS, they identified an inh…
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Chorus pretraining framework learns holistic 3D Gaussian scene encoding
Researchers have developed Chorus, a novel pretraining framework designed to enhance 3D Gaussian Splatting (3DGS) scene encoding. This method leverages multiple 2D foundation models as teachers to distill diverse signal…
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SaLF offers real-time multi-sensor simulation for autonomous driving
Researchers have developed SaLF, a novel volumetric representation for real-time multi-sensor simulation. This method uses a sparse set of 3D voxel primitives, each containing a local implicit field, to achieve faster t…
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VRGaussianAvatar integrates 3D Gaussian avatars into VR for real-time immersion
Researchers have developed VRGaussianAvatar, a system that integrates 3D Gaussian Splatting avatars into virtual reality experiences using only head-mounted display tracking. The system employs a parallel pipeline with …
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World Labs releases Spark 2.0 for web-based 3DGS streaming
World Labs has released Spark 2.0, a new system for streaming Level of Detail (LoD) in 3D Gaussian Splatting (3DGS) for web applications. Built upon the Three.js framework, this open-source system aims to improve the ef…
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GOR-IS framework improves 3D object removal with intrinsic space inpainting
Researchers have developed GOR-IS, a new framework for removing objects from 3D scene reconstructions generated by methods like 3D Gaussian Splatting. This approach addresses limitations in existing techniques by explic…
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TransSplat paper introduces unbalanced semantic transport for language-driven 3DGS editing
Researchers have introduced TransSplat, a novel method for editing 3D scenes represented by Gaussian Splatting using natural language. This approach tackles the challenge of aligning semantic edits made in 2D views with…
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VkSplat pipeline boosts 3D Gaussian Splatting training with Vulkan compute
Researchers have developed VkSplat, a novel training pipeline for 3D Gaussian Splatting (3DGS) that utilizes Vulkan compute for enhanced performance and broader compatibility. This new approach offers a significant spee…
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Fake3DGS benchmark tackles 3D manipulation detection in neural rendering
Researchers have introduced Fake3DGS, a new benchmark dataset and detection method for identifying manipulated 3D content generated through neural rendering techniques like 3D Gaussian Splatting. The dataset includes ma…
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Softmax-GS paper introduces generalized Gaussians for improved 3D view synthesis
Researchers have introduced Softmax-GS, a novel approach to enhance 3D Gaussian Splatting for novel view synthesis. This method addresses artifacts and inconsistencies arising from overlapping Gaussians and improves the…
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Researchers unify visual and wireless sensing for 3D radio map construction
Researchers have developed a novel framework called URF-GS that unifies visual and wireless sensing for constructing 3D radio maps. This approach leverages 3D Gaussian splatting and inverse rendering to integrate cross-…
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Splatent framework enhances 3D Gaussian Splatting with diffusion latents for novel view synthesis
Researchers have introduced Splatent, a novel framework that enhances 3D Gaussian Splatting within the latent space of VAEs for improved novel view synthesis. Unlike previous methods that struggled with multi-view consi…
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BALTIC benchmark advances 3D reconstruction across air and underwater domains
Researchers have introduced BALTIC, a new benchmark designed to evaluate 3D reconstruction methods across different environments and lighting conditions. The benchmark includes datasets for both air and underwater scena…
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Semantic Foam unifies spatial and semantic scene decomposition for 3D reconstruction
Researchers have introduced Semantic Foam, a new method that unifies spatial and semantic scene decomposition for 3D representations. This approach extends the Radiant Foam representation by incorporating a semantic fea…