4 papers
SketchFlow: Zero-Shot Vector Sketch Generation via GMM Prior Flow in CLIP Latent Space
Jin Zhou, Hongliang Yang, Pengfei Xu +1
Vector sketches remain one of the most concise and immediate mediums for abstract human expression. However, generating high-quality vector strokes that exhibit human-like drawing…
SPLICE: Part-Level 3D Shape Editing from Local Semantic Extraction to Global Neural Mixing
Jin Zhou, Hongliang Yang, Pengfei Xu +1
Neural implicit representations of 3D shapes have shown great potential in 3D shape editing due to their ability to model high-level semantics and continuous geometric representati…
StrokeFusion: Vector Sketch Generation via Joint Stroke-UDF Encoding and Latent Sequence Diffusion
Jin Zhou, Yi Zhou, Hongliang Yang +2
In the field of sketch generation, raster-format trained models often produce non-stroke artifacts, while vector-format trained models typically lack a holistic understanding of sk…
StructLayoutFormer:Conditional Structured Layout Generation via Structure Serialization and Disentanglement
Xin Hu, Pengfei Xu, Jin Zhou +2
Structured layouts are preferable in many 2D visual contents (\eg, GUIs, webpages) since the structural information allows convenient layout editing. Computational frameworks can h…