Grundmann, Matthias

17 publications

CVPRW 2025 Scaling On-Device GPU Inference for Large Generative Models Jiuqiang Tang, Raman Sorokin, Ekaterina Ignasheva, Grant Jensen, Lin Chen, Juhyun Lee, Andrei Kulik, Matthias Grundmann

CVPR 2024 PRDP: Proximal Reward Difference Prediction for Large-Scale Reward Finetuning of Diffusion Models Fei Deng, Qifei Wang, Wei Wei, Tingbo Hou, Matthias Grundmann

CVPRW 2023 BlazeStyleGAN: A Real-Time On-Device StyleGAN Haolin Jia, Qifei Wang, Omer Tov, Yang Zhao, Fei Deng, Lu Wang, Chuo-Ling Chang, Tingbo Hou, Matthias Grundmann

ICCVW 2023 On-Device Real-Time Custom Hand Gesture Recognition Esha Uboweja, David Tian, Qifei Wang, Yi-Chun Kuo, Joe Zou, Lu Wang, George Sung, Matthias Grundmann

NeurIPS 2023 Semi-Implicit Denoising Diffusion Models (SIDDMs) Yanwu Xu, Mingming Gong, Shaoan Xie, Wei Wei, Matthias Grundmann, Kayhan Batmanghelich, Tingbo Hou

CVPRW 2023 Speed Is All You Need: On-Device Acceleration of Large Diffusion Models via GPU-Aware Optimizations Yu-Hui Chen, Raman Sarokin, Juhyun Lee, Jiuqiang Tang, Chuo-Ling Chang, Andrei Kulik, Matthias Grundmann

ICCV 2023 Towards Authentic Face Restoration with Iterative Diffusion Models and Beyond Yang Zhao, Tingbo Hou, Yu-Chuan Su, Xuhui Jia, Yandong Li, Matthias Grundmann

CVPR 2021 Objectron: A Large Scale Dataset of Object-Centric Videos in the Wild with Pose Annotations Adel Ahmadyan, Liangkai Zhang, Artsiom Ablavatski, Jianing Wei, Matthias Grundmann

WACV 2015 Finding Temporally Consistent Occlusion Boundaries in Videos Using Geometric Context S. Hussain Raza, Ahmad Humayun, Irfan A. Essa, Matthias Grundmann, David Anderson

CVPR 2013 Geometric Context from Videos S. Hussain Raza, Matthias Grundmann, Irfan Essa

ECCV 2012 Weakly Supervised Learning of Object Segmentations from Web-Scale Video Glenn Hartmann, Matthias Grundmann, Judy Hoffman, David Tsai, Vivek Kwatra, Omid Madani, Sudheendra Vijayanarasimhan, Irfan A. Essa, James M. Rehg, Rahul Sukthankar

ECCVW 2012 Weakly Supervised Learning of Object Segmentations from Web-Scale Video Glenn Hartmann, Matthias Grundmann, Judy Hoffman, David Tsai, Vivek Kwatra, Omid Madani, Sudheendra Vijayanarasimhan, Irfan A. Essa, James M. Rehg, Rahul Sukthankar

CVPR 2011 Auto-Directed Video Stabilization with Robust L1 Optimal Camera Paths Matthias Grundmann, Vivek Kwatra, Irfan A. Essa

CVPR 2010 Discontinuous Seam-Carving for Video Retargeting Matthias Grundmann, Vivek Kwatra, Mei Han, Irfan A. Essa

CVPR 2010 Efficient Hierarchical Graph-Based Video Segmentation Matthias Grundmann, Vivek Kwatra, Mei Han, Irfan A. Essa

CVPR 2010 Motion Fields to Predict Play Evolution in Dynamic Sport Scenes Kihwan Kim, Matthias Grundmann, Ariel Shamir, Iain A. Matthews, Jessica K. Hodgins, Irfan A. Essa

CVPR 2010 Player Localization Using Multiple Static Cameras for Sports Visualization Raffay Hamid, Ramkrishan K. Kumar, Matthias Grundmann, Kihwan Kim, Irfan A. Essa, Jessica K. Hodgins