CLIP

CLIP-PAE: Projection-Augmentation Embedding to Extract Relevant Features for a Disentangled, Interpretable and Controllable Text-Guided Face Manipulation

Chenliang Zhou, Fangcheng Zhong, Cengiz Öztireli

Conference SIGGRAPH 2023 Neural & Generative

CLIP Text-Guided Image Manipulation Face Editing Disentanglement Latent Manipulation

ClipFace: Text-guided Editing of Textured 3D Morphable Models

Shivangi Aneja, Justus Thies, Angela Dai, Matthias Nießner

Conference SIGGRAPH 2023 Neural & Generative

3D Morphable Model CLIP Text-Guided Editing Texture Generation Face Avatar Differentiable Rendering

FashionTex: Controllable Virtual Try-on with Text and Texture

Anran Lin, Nanxuan Zhao, Shuliang Ning, Yuda Qiu, Baoyuan Wang, Xiaoguang Han

Conference SIGGRAPH 2023 Neural & Generative

Virtual Try-On Image Manipulation Multimodal Learning StyleGAN CLIP

Generating Procedural Materials from Text or Image Prompts

Yiwei Hu, Paul Guerrero, Miloš Hašan, Holly Rushmeier, Valentin Deschaintre

Conference SIGGRAPH 2023 Neural & Generative

Procedural Material Node Graph Inverse Rendering CLIP Transformer

GestureDiffuCLIP: Gesture Diffusion Model with CLIP Latents

Tenglong Ao, Zeyi Zhang, Libin Liu

Journal SIGGRAPH 2023 Animation & Simulation

Co-Speech Gesture Diffusion Model CLIP Motion Synthesis Contrastive Learning Style Control

TextDeformer: Geometry Manipulation using Text Guidance

William Gao, Noam Aigerman, Thibault Groueix, Vladimir G. Kim, Rana Hanocka

Conference SIGGRAPH 2023 Geometry & Modeling

Mesh Deformation Text-Guided Generation Differentiable Rendering CLIP Jacobian Fields

The Visual Language of Fabrics

Valentin Deschaintre, Julia Guerrero-Viu, Diego Gutierrez, Tamy Boubekeur, Belén Masiá

Journal SIGGRAPH 2023 Neural & Generative

Material Appearance Vision-Language Model CLIP Dataset Image Retrieval Perception

Zero-shot Image-to-Image Translation

Gaurav Parmar, Krishna Kumar Singh, Richard Zhang, Yijun Li, Jingwan Lu, Jun-Yan Zhu

Conference SIGGRAPH 2023 Image & Video

Image-to-Image Translation Diffusion Model Image Editing Cross-Attention CLIP

IP-Composer: Semantic Composition of Visual Concepts

Sara Dorfman, Dana Cohen-Bar, Rinon Gal, Daniel Cohen-Or

Conference SIGGRAPH 2025 Neural & Generative

Diffusion Model CLIP Image Composition IP-Adapter Training-Free Text-to-Image

MatCLIP: Light- and Shape-Insensitive Assignment of PBR Material Models

Michael Birsak, John Femiani, Biao Zhang, Peter Wonka

Conference SIGGRAPH 2025 Rendering

PBR Materials CLIP Contrastive Learning Material Retrieval Diffusion Model

pOps: Photo-Inspired Diffusion Operators

Elad Richardson, Yuval Alaluf, Ali Mahdavi-Amiri, Daniel Cohen-Or

Conference SIGGRAPH 2025 Neural & Generative

Diffusion Model Image Generation CLIP Semantic Editing Diffusion Prior

Inspiration Seeds: Learning Non-Literal Visual Combinations for Generative Exploration

Kfir Goldberg, Elad Richardson, Yael Vinker

Conference SIGGRAPH 2026 Neural & Generative

Diffusion Model Image Editing CLIP Sparse Autoencoder Creativity Support LoRA

StyleID: A Perception-Aware Dataset and Metric for Stylization-Agnostic Facial Identity Recognition

Kwan Yun, Changmin Lee, Ayeong Jeong, Youngseo Kim, Seungmi Lee, Junyong Noh

Journal SIGGRAPH 2026 Image & Video

Face Stylization Identity Recognition Perceptual Metric CLIP LoRA Dataset

CLIPXPlore: Coupled CLIP and Shape Spaces for 3D Shape Exploration

Jingyu Hu, Ka-Hei Hui, Zhengzhe Liu, Hao Zhang, Chi-Wing Fu

Conference SIGGRAPH Asia 2023 Neural & Generative

3D Shape Exploration CLIP Latent Space Sketch-Based Modeling Vision-Language Model

Concept Decomposition for Visual Exploration and Inspiration

Yael Vinker, Andrey Voynov, Daniel Cohen-Or, Ariel Shamir

Journal SIGGRAPH Asia 2023 Neural & Generative

Diffusion Model Textual Inversion Text-to-Image Concept Decomposition CLIP

Content-based Search for Deep Generative Models

Daohan Lu, Sheng-Yu Wang, Nupur Kumari, Rohan Agarwal, Mia Tang, David Bau, Jun-Yan Zhu

Conference SIGGRAPH Asia 2023 Neural & Generative

Generative Model Content-Based Retrieval Contrastive Learning CLIP Diffusion Model GAN

Diffusing Colors: Image Colorization with Text Guided Diffusion

Nir Zabari, Aharon Azulay, Alexey Gorkor, Tavi Halperin, Ohad Fried

Conference SIGGRAPH Asia 2023 Image & Video

Image Colorization Diffusion Model Latent Diffusion CLIP Cold Diffusion

PSDR-Room: Single Photo to Scene using Differentiable Rendering

Kai Yan, Fujun Luan, Milos Hasan, Thibault Groueix, Valentin Deschaintre, Shuang Zhao

Conference SIGGRAPH Asia 2023 Reconstruction

Differentiable Rendering Inverse Rendering Procedural Material CLIP Scene Reconstruction

Text-Guided Vector Graphics Customization

Peiying Zhang, Nanxuan Zhao, Jing Liao

Conference SIGGRAPH Asia 2023 Neural & Generative

Vector Graphics SVG Diffusion Model Image Vectorization CLIP

HyperGAN-CLIP: A Unified Framework for Domain Adaptation, Image Synthesis and Manipulation

Abdul Basit Anees, Ahmet Canberk Baykal, Muhammed Burak Kizil, Duygu Ceylan, Erkut Erdem, Aykut Erdem

Conference SIGGRAPH Asia 2024 Neural & Generative

GAN StyleGAN CLIP Hypernetwork Domain Adaptation Image Synthesis Image Manipulation

StyleTex: Style Image-Guided Texture Generation for 3D Models

Zhiyu Xie, Yuqing Zhang, Xiangjun Tang, Yiqian Wu, Dehan Chen, Gongsheng Li, Xiaogang Jin

Journal SIGGRAPH Asia 2024 Neural & Generative

Texture Generation Style Transfer Diffusion Model Score Distillation 3D Stylization CLIP

Lang3D-XL: Language Embedded 3D Gaussians for Large-scale Scenes

Shai Krakovsky, Gal Fiebelman, Sagie Benaim, Hadar Averbuch-Elor

Conference SIGGRAPH Asia 2025 Neural & Generative

3D Gaussian Splatting Language Embedding Open-Vocabulary Segmentation CLIP Feature Distillation Large-Scale Scenes

Neural Image Abstraction Using Long Smoothing B-Splines

Daniel Berio, Michael Stroh, Sylvain Calinon, Frederic Fol Leymarie, Oliver Deussen, Ariel Shamir

Journal SIGGRAPH Asia 2025 Image & Video

Differentiable Vector Graphics B Splines Image Abstraction Vectorization Stroke Based Rendering Diffusion CLIP Text Stylization