Katja Schwarz

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 19

Top Topics

Unsupervised Learning

Specular Reflection

Diffusion Models

Volume Rendering

Top Venues

Publications

Norman Müller, Katja Schwarz, Barbara Roessle, Lorenzo Porzi, Samuel Rota Bulò, Matthias Nießner, Peter Kontschieder
MultiDiff: Consistent Novel View Synthesis from a Single Image. CoRR (2024)
Katja Schwarz, Seung Wook Kim, Jun Gao, Sanja Fidler, Andreas Geiger, Karsten Kreis
WildFusion: Learning 3D-Aware Latent Diffusion Models in View Space. ICLR (2024)
Katja Schwarz, Seung Wook Kim, Jun Gao, Sanja Fidler, Andreas Geiger, Karsten Kreis
WildFusion: Learning 3D-Aware Latent Diffusion Models in View Space. CoRR (2023)
Seung Wook Kim, Bradley Brown, Kangxue Yin, Karsten Kreis, Katja Schwarz, Daiqing Li, Robin Rombach, Antonio Torralba, Sanja Fidler
NeuralField-LDM: Scene Generation with Hierarchical Latent Diffusion Models. CoRR (2023)
Seung Wook Kim, Bradley Brown, Kangxue Yin, Karsten Kreis, Katja Schwarz, Daiqing Li, Robin Rombach, Antonio Torralba, Sanja Fidler
NeuralField-LDM: Scene Generation with Hierarchical Latent Diffusion Models. CVPR (2023)
Axel Sauer, Katja Schwarz, Andreas Geiger
StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets. CoRR (2022)
Shaofei Wang, Katja Schwarz, Andreas Geiger, Siyu Tang
ARAH: Animatable Volume Rendering of Articulated Human SDFs. CoRR (2022)
Axel Sauer, Katja Schwarz, Andreas Geiger
StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets. SIGGRAPH (Conference Paper Track) (2022)
Katja Schwarz, Axel Sauer, Michael Niemeyer, Yiyi Liao, Andreas Geiger
VoxGRAF: Fast 3D-Aware Image Synthesis with Sparse Voxel Grids. CoRR (2022)
Shaofei Wang, Katja Schwarz, Andreas Geiger, Siyu Tang
ARAH: Animatable Volume Rendering of Articulated Human SDFs. ECCV (32) (2022)
Katja Schwarz, Axel Sauer, Michael Niemeyer, Yiyi Liao, Andreas Geiger
VoxGRAF: Fast 3D-Aware Image Synthesis with Sparse Voxel Grids. NeurIPS (2022)
Katja Schwarz, Yiyi Liao, Andreas Geiger
On the Frequency Bias of Generative Models. NeurIPS (2021)
Katja Schwarz, Yiyi Liao, Andreas Geiger
On the Frequency Bias of Generative Models. CoRR (2021)
Yiyi Liao, Katja Schwarz, Lars M. Mescheder, Andreas Geiger
Towards Unsupervised Learning of Generative Models for 3D Controllable Image Synthesis. CVPR (2020)
Katja Schwarz, Yiyi Liao, Michael Niemeyer, Andreas Geiger
GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis. NeurIPS (2020)
Katja Schwarz, Yiyi Liao, Michael Niemeyer, Andreas Geiger
GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis. CoRR (2020)
Nikolai Ufer, Kam To Lui, Katja Schwarz, Paul Warkentin, Björn Ommer
Multi-Scale Convolutions for Learning Context Aware Feature Representations. CoRR (2019)
Nikolai Ufer, Kam To Lui, Katja Schwarz, Paul Warkentin, Björn Ommer
Weakly Supervised Learning of Dense Semantic Correspondences and Segmentation. GCPR (2019)
Yiyi Liao, Katja Schwarz, Lars M. Mescheder, Andreas Geiger
Towards Unsupervised Learning of Generative Models for 3D Controllable Image Synthesis. CoRR (2019)