Skip to main content Lecture 22 – Generative models for X (vector graphics, layouts, animation)
Notes
Recording
Readings
- A Learned Representation for Scalable Vector Graphics, Lopes et al., ICCV 2019
- Im2Vec: Synthesizing Vector Graphics without Vector Supervision, Reddy et al., CVPR 2021
- Deepsvg: A hierarchical generative network for vector graphics animation, Carlier et al., NeurIPS 2020
- DeepVecFont: Synthesizing high-quality vector fonts via dual-modality learning, Wang and Lian, SIGGRAPH Asia 2021
- Vectorfusion: Text-to-svg by abstracting pixel-based diffusion models, Jain et al., CVPR 2023
- Word-as-image for semantic typography, Iluz et al., SIGGRAPH 2023
- Sketch-Guided Text-to-Image Diffusion Models, Voynov et al., SIGGRAPH 2023
- Sketch-a-shape: Zero-shot sketch-to-3d shape generation, Sanghi et al., 2023
- A neural representation of sketch drawings, Ha and Eck, ICLR 2018
- CLIPasso: Semantically-Aware Object Sketching, Vinker et al., SIGGRAPH 2022
- HiGAN+: Handwriting Imitation GAN with Disentangled Representations, Gan et al., SIGGRAPH 2023
- Content-aware Generative Modeling of Graphic Design Layouts, Zheng et al., SIGGRAPH 2019
- BLT: Bidirectional Layout Transformer for Controllable Layout Generation, Kong et al., ECCV 2022
- Putting People in Their Place: Affordance-Aware Human Insertion into Scenes, Kulal et al., CVPR 2023
- GAUDI: A Neural Architect for Immersive 3D Scene Generation, Bautista et al., NeurIPS 2022
- CharacterGAN: Few-Shot Keypoint Character Animation and Reposing, Hinz et al., WACV 2022
- GANimator: Neural Motion Synthesis from a Single Sequence
- CLIP-Actor: Text-Driven Recommendation and Stylization for Animating Human Meshes, Kim et al., ECCV 2022
- AvatarCLIP: Zero-Shot Text-Driven Generation and Animation of 3D Avatars, Hong et al., SIGGRAPH 2022