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Ruijie Yang

3 accepted papers

2025

Generating Editable Head Avatars with 3D Gaussian GANs

ICASSP 2025accepted

Generating animatable and editable 3D head avatars is essential for various applications in computer vision and graphics. Traditional 3D-aware generative adversarial networks (GANs), often using implicit fields like Neural Radiance Fields (NeRF), achieve photo-realistic and view-consistent 3D head s…

Cited by 0SourceScholar
2024

Leveraging Predicate and Triplet Learning for Scene Graph Generation

CVPR 2024poster

Scene Graph Generation (SGG) aims to identify entities and predict the relationship triplets <subject predicate object> in visual scenes. Given the prevalence of large visual variations of subject-object pairs even in the same predicate it can be quite challenging to model and refine predicate repre…

2024

Multi-modal Relation Distillation for Unified 3D Representation Learning

ECCV 2024poster

"Recent advancements in multi-modal pre-training for 3D point clouds have demonstrated promising results by aligning heterogeneous features across 3D shapes and their corresponding 2D images and language descriptions. However, current straightforward solutions often overlook intricate structural rel…

Cited by 0SourcePDFScholar