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Volume 43, Issue 3June 2024
Bibliometrics
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research-article
Open Access
Importance Sampling BRDF Derivatives
Article No.: 25, Pages 1–21https://doi.org/10.1145/3648611

We propose a set of techniques to efficiently importance sample the derivatives of a wide range of Bidirectional Reflectance Distribution Function (BRDF) models. In differentiable rendering, BRDFs are replaced by their differential BRDF counterparts, ...

research-article
Open Access
Online Neural Path Guiding with Normalized Anisotropic Spherical Gaussians
Article No.: 26, Pages 1–18https://doi.org/10.1145/3649310

Importance sampling techniques significantly reduce variance in physically based rendering. In this article, we propose a novel online framework to learn the spatial-varying distribution of the full product of the rendering equation, with a single small ...

research-article
Open Access
HQ3DAvatar: High-quality Implicit 3D Head Avatar
Article No.: 27, Pages 1–24https://doi.org/10.1145/3649889

Multi-view volumetric rendering techniques have recently shown great potential in modeling and synthesizing high-quality head avatars. A common approach to capture full head dynamic performances is to track the underlying geometry using a mesh-based ...

research-article
Open Access
A Dual-Particle Approach for Incompressible SPH Fluids
Article No.: 28, Pages 1–18https://doi.org/10.1145/3649888

Tensile instability is one of the major obstacles to particle methods in fluid simulation, which would cause particles to clump in pairs under tension and prevent fluid simulation to generate small-scale thin features. To address this issue, previous ...

research-article
Joint Stroke Tracing and Correspondence for 2D Animation
Article No.: 29, Pages 1–17https://doi.org/10.1145/3649890

To alleviate human labor in redrawing keyframes with ordered vector strokes for automatic inbetweening, we for the first time propose a joint stroke tracing and correspondence approach. Given consecutive raster keyframes along with a single vector image ...

research-article
DMHomo: Learning Homography with Diffusion Models
Article No.: 30, Pages 1–16https://doi.org/10.1145/3652207

Supervised homography estimation methods face a challenge due to the lack of adequate labeled training data. To address this issue, we propose DMHomo, a diffusion model-based framework for supervised homography learning. This framework generates image ...

research-article
Differentiable solver for time-dependent deformation problems with contact
Article No.: 31, Pages 1–30https://doi.org/10.1145/3657648

We introduce a general differentiable solver for time-dependent deformation problems with contact and friction. Our approach uses a finite element discretization with a high-order time integrator coupled with the recently proposed incremental potential ...

research-article
Open Access
Evaluating Gesture Generation in a Large-scale Open Challenge: The GENEA Challenge 2022
Article No.: 32, Pages 1–28https://doi.org/10.1145/3656374

This article reports on the second GENEA Challenge to benchmark data-driven automatic co-speech gesture generation. Participating teams used the same speech and motion dataset to build gesture-generation systems. Motion generated by all these systems was ...

research-article
Open Access
Real-time Neural Appearance Models
Article No.: 33, Pages 1–17https://doi.org/10.1145/3659577

We present a complete system for real-time rendering of scenes with complex appearance previously reserved for offline use. This is achieved with a combination of algorithmic and system level innovations.

Our appearance model utilizes learned hierarchical ...

research-article
ConceptLab: Creative Concept Generation using VLM-Guided Diffusion Prior Constraints
Article No.: 34, Pages 1–14https://doi.org/10.1145/3659578

Recent text-to-image generative models have enabled us to transform our words into vibrant, captivating imagery. The surge of personalization techniques that has followed has also allowed us to imagine unique concepts in new scenes. However, an intriguing ...

research-article
Open Access
View-Independent Adjoint Light Tracing for Lighting Design Optimization
Article No.: 35, Pages 1–16https://doi.org/10.1145/3662180

Differentiable rendering methods promise the ability to optimize various parameters of three-dimensional (3D) scenes to achieve a desired result. However, lighting design has so far received little attention in this field. In this article, we introduce a ...

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