Neural Rendering News
The latest Neural Rendering coverage curated for game developers.
Evolve Blog details an internship project at Traverse Research that brings 3D Gaussian Splatting into a real-time viewer. The implementation leans on compute shaders and tile-based rasterization to sort and …
ACM Graphics details a neural frame streaming framework for end-cloud collaborative rendering that uses a simultaneous prior to improve streamed frames. For game teams, the pitch is lower bandwidth pressure …
arXiv cs.GR details a neural caching method for specular lighting that aims to improve real-time path tracing. The approach predicts prefiltered incoming radiance with a reflection-direction parameterization and roughness-aware target, …
arXiv cs.GR details PCAsplat, a Gaussian splatting method that uses local PCA regularization to cut down floaters and keep splats aligned to real surfaces. The approach gives occluded or weakly …
arXiv cs.GR details PhysLDM, a latent-diffusion approach for high-fidelity deformable simulation that aims to make volumetric physics both cheaper and more stable. The paper pairs a spatiotemporal VAE with diffusion …
arXiv cs.GR details SteadySplats, a Vulkan-based renderer that tackles the noise problem in stochastic 3D Gaussian Splatting. The method combines history-based spatial resampling, temporal importance resampling, and a training-time color …
arXiv cs.GR details GS-PQM, a full-reference metric that scores compressed Gaussian splatting directly in parameter space instead of rendering test views. For teams shipping GS pipelines, that could mean faster, …
arXiv cs.GR says 3D Gaussian Splatting’s geometry is driven far more by luminance than chroma. Across 11 scenes, luminance-only supervision came within 0.085 dB of RGB-trained geometry, while chroma-only geometry …
arXiv cs.GR details NRF-GS, a hybrid Gaussian splatting method that swaps per-splat spherical harmonics for a shared neural residual field. The payoff is better view-dependent reflectance, especially specular detail, while …
arXiv cs.GR details DiffusionShadow, a diffusion-based cache for neural volume rendering shadows. The method packs many precomputed shadow INRs into one model conditioned on light direction, cutting storage while keeping …
arXiv cs.GR details M-plicits, a neural implicit surface method that aims to make reconstruction cleaner, faster, and more noise-tolerant. The system uses nested multiscale residual MLPs plus a sphere-tracing renderer …
arXiv cs.GR details a neural denoiser for stochastic Gaussian splatting that keeps the sort-free, blend-free rendering path while cleaning up the added noise. The method targets stable free-camera navigation, and …
NVIDIA Graphics says DLSS 5 is now available in NBA 2K27, bringing 3D-guided neural rendering and new art-direction controls to GeForce RTX 50 Series GPUs. The update aims to preserve …
arXiv cs.GR details GS-PI, a method for turning Gaussian-splat assets into fully relightable PBR content without per-scene joint optimization. The approach separates appearance decomposition from geometry, then uses diffusion and …
arXiv cs.GR details CARA, a hash-encoding tweak that cuts collision waste in multiresolution image fitting. The method adapts per-level resolution and adds an invertible pixel-shuffle to spread spatial load more …
A new global illumination method packs light transport into a 13D Gaussian mixture over position, direction, normals, and material. The result is millisecond-scale, view-independent rendering with far less memory than …
A new Gaussian splatting pipeline swaps bulky spherical harmonics for compact neural appearance codes, cutting per-primitive appearance storage from 192 bytes to 28. The result is a 1.3× faster optimization …
PointGT is a new point-based 3D representation that lets teams edit geometry and texture at the same time. The method targets a long-standing gap in neural reconstruction: photorealistic assets are …
A new self-supervised method called P-CORE aims to make point-based neural editing survive large non-rigid deformations without ground-truth views of the edited shape. It enforces surface consistency before and after …
A new 3D Gaussian Splatting method tackles gradient vanishing with truncated updates, aiming to make scene reconstruction more stable and less sensitive to initialization. The approach improves both static and …