GAN

Composite Motion Learning with Task Control

Pei Xu, Xiumin Shang, Victor B. Zordan, Ioannis Karamouzas

Journal SIGGRAPH 2023 Animation & Simulation
Physics-Based Animation Character Control Reinforcement Learning Motion Synthesis Multi-Objective Learning GAN

Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold

Xingang Pan, Ayush Tewari, Thomas Leimkühler, Lingjie Liu, Abhimitra Meka, Christian Theobalt

Conference SIGGRAPH 2023 Neural & Generative
GAN Interactive Image Editing Point Tracking StyleGAN Image Manipulation

FactorMatte: Redefining Video Matting for Re-Composition Tasks

Zeqi Gu, Wenqi Xian, Noah Snavely, Abe Davis

Journal SIGGRAPH 2023 Image & Video
Video Matting Layer Decomposition Compositing Counterfactual Synthesis GAN

PhotoMat: A Material Generator Learned from Single Flash Photos

Xilong Zhou, Miloš Hašan, Valentin Deschaintre, Paul Guerrero, Yannick Hold-Geoffroy, Kalyan Sunkavalli, Nima Khademi Kalantari

Conference SIGGRAPH 2023 Neural & Generative
SVBRDF Material Generation GAN Neural Material Relighting

Semi-supervised reference-based sketch extraction using a contrastive learning framework

Chang Wook Seo, Amirsaman Ashtari, Junyong Noh

Journal SIGGRAPH 2023 Image & Video
Sketch Extraction Image-to-Image Translation Contrastive Learning Semi-Supervised Learning GAN

ACE: Adversarial Correspondence Embedding for Cross Morphology Motion Retargeting from Human to Nonhuman Characters

Tianyu Li, Jungdam Won, Alexander Clegg, Jeonghwan Kim, Akshara Rai, Sehoon Ha

Conference SIGGRAPH Asia 2023 Animation & Simulation
Motion Retargeting Adversarial Learning GAN Character Animation Latent Embedding

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

MyStyle++: A Controllable Personalized Generative Prior

Libing Zeng, Lele Chen, Yi Xu, Nima Khademi Kalantari

Conference SIGGRAPH Asia 2023 Neural & Generative
Generative Prior StyleGAN GAN Face Editing Latent Space Attribute Disentanglement

ShaDDR: Interactive Example-Based Geometry and Texture Generation via 3D Shape Detailization and Differentiable Rendering

Qimin Chen, Zhiqin Chen, Hang Zhou, Hao Zhang

Conference SIGGRAPH Asia 2023 Neural & Generative
3D Shape Generation Geometry Detailization Texture Synthesis Differentiable Rendering GAN Voxel

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

InstantDrag: Improving Interactivity in Drag-based Image Editing

Joonghyuk Shin, Daehyeon Choi, Jaesik Park

Conference SIGGRAPH Asia 2024 Neural & Generative
Drag-based Editing Image Editing Diffusion Model Optical Flow GAN