Matthias Grundmann

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 46

Top Venues

Georgia Institute of Technology, Atlanta, GA, USA (PHD)

Education History

Georgia Institute of Technology, Atlanta, GA, USA

PHD

Publications

Fei Deng, Qifei Wang, Wei Wei, Matthias Grundmann, Tingbo Hou
PRDP: Proximal Reward Difference Prediction for Large-Scale Reward Finetuning of Diffusion Models. CoRR (2024)
Yang Yang, Yury Kartynnik, Yunpeng Li, Jiuqiang Tang, Xing Li, George Sung, Matthias Grundmann
StreamVC: Real-Time Low-Latency Voice Conversion. CoRR (2024)
Yang Yang, George Sung, Shao-Fu Shih, Hakan Erdogan, Chehung Lee, Matthias Grundmann
Binaural Angular Separation Network. CoRR (2024)
Yang Yang, George Sung, Shao-Fu Shih, Hakan Erdogan, Chehung Lee, Matthias Grundmann
Binaural Angular Separation Network. ICASSP (2024)
Yang Yang, Yury Kartynnik, Yunpeng Li, Jiuqiang Tang, Xing Li, George Sung, Matthias Grundmann
STREAMVC: Real-Time Low-Latency Voice Conversion. ICASSP (2024)
Esha Uboweja, David Tian, Qifei Wang, Yi-Chun Kuo, Joe Zou, Lu Wang, George Sung, Matthias Grundmann
On-device Real-time Custom Hand Gesture Recognition. ICCV (Workshops) (2023)
Yu-Hui Chen, Raman Sarokin, Juhyun Lee, Jiuqiang Tang, Chuo-Ling Chang, Andrei Kulik, Matthias Grundmann
Speed Is All You Need: On-Device Acceleration of Large Diffusion Models via GPU-Aware Optimizations. CoRR (2023)
Yang Yang, Shao-Fu Shih, Hakan Erdogan, Jamie Menjay Lin, Chehung Lee, Yunpeng Li, George Sung, Matthias Grundmann
Guided Speech Enhancement Network. ICASSP (2023)
Yanwu Xu, Mingming Gong, Shaoan Xie, Wei Wei, Matthias Grundmann, Kayhan Batmanghelich, Tingbo Hou
Semi-Implicit Denoising Diffusion Models (SIDDMs). NeurIPS (2023)
Yang Yang, Shao-Fu Shih, Hakan Erdogan, Jamie Menjay Lin, Chehung Lee, Yunpeng Li, George Sung, Matthias Grundmann
Guided Speech Enhancement Network. CoRR (2023)
Esha Uboweja, David Tian, Qifei Wang, Yi-Chun Kuo, Joe Zou, Lu Wang, George Sung, Matthias Grundmann
On-device Real-time Custom Hand Gesture Recognition. CoRR (2023)
Haolin Jia, Qifei Wang, Omer Tov, Yang Zhao, Fei Deng, Lu Wang, Chuo-Ling Chang, Tingbo Hou, Matthias Grundmann
BlazeStyleGAN: A Real-Time On-Device StyleGAN. CVPR Workshops (2023)
Yanwu Xu, Mingming Gong, Shaoan Xie, Wei Wei, Matthias Grundmann, Kayhan Batmanghelich, Tingbo Hou
Semi-Implicit Denoising Diffusion Models (SIDDMs). CoRR (2023)
Matthias Grundmann, Hannes Hartenstein
Towards a Formal Verification of the Lightning Network with TLA+. CoRR (2023)
Yang Zhao, Tingbo Hou, Yu-Chuan Su, Xuhui Jia, Yandong Li, Matthias Grundmann
Towards Authentic Face Restoration with Iterative Diffusion Models and Beyond. CoRR (2023)
Yang Zhao, Tingbo Hou, Yu-Chuan Su, Xuhui Jia, Yandong Li, Matthias Grundmann
Towards Authentic Face Restoration with Iterative Diffusion Models and Beyond. ICCV (2023)
Yu-Hui Chen, Raman Sarokin, Juhyun Lee, Jiuqiang Tang, Chuo-Ling Chang, Andrei Kulik, Matthias Grundmann
Speed Is All You Need: On-Device Acceleration of Large Diffusion Models via GPU-Aware Optimizations. CVPR Workshops (2023)
Ivan Grishchenko, Geng Yan, Eduard Gabriel Bazavan, Andrei Zanfir, Nikolai Chinaev, Karthik Raveendran, Matthias Grundmann, Cristian Sminchisescu
Blendshapes GHUM: Real-time Monocular Facial Blendshape Prediction. CoRR (2023)
Jamie Menjay Lin, Siargey Pisarchyk, Juhyun Lee, David Tian, Tingbo Hou, Karthik Raveendran, Raman Sarokin, George Sung, Trent Tolley, Matthias Grundmann
Efficient Heterogeneous Video Segmentation at the Edge. CoRR (2022)
Ivan Grishchenko, Valentin Bazarevsky, Andrei Zanfir, Eduard Gabriel Bazavan, Mihai Zanfir, Richard Yee, Karthik Raveendran, Matsvei Zhdanovich, Matthias Grundmann, Cristian Sminchisescu
BlazePose GHUM Holistic: Real-time 3D Human Landmarks and Pose Estimation. CoRR (2022)
Matthias Grundmann, Max Baumstark, Hannes Hartenstein
On the Peer Degree Distribution of the Bitcoin P2P Network. ICBC (2022)
Hannes Bönisch, Matthias Grundmann
Decentralizing Watchtowers for Payment Channels using IPFS. ICDCS Workshops (2022)
Matthias Grundmann, Hedwig Amberg, Max Baumstark, Hannes Hartenstein
Short Paper: What Peer Announcements Tell Us About the Size of the Bitcoin P2P Network. Financial Cryptography (2022)
Matthias Grundmann, Otto von Zastrow-Marcks, Hannes Hartenstein
On the Applicability of Payment Channel Networks for Allocation of Transport Ticket Revenues. ICCCN (2022)
Matthias Grundmann, Hannes Hartenstein
. ICBC (2022)
Matthias Grundmann, Max Baumstark
Estimating the Node Degree of Public Peers and Detecting Sybil Peers Based on Address Messages in the Bitcoin P2P Network. CoRR (2021)
George Sung, Kanstantsin Sokal, Esha Uboweja, Valentin Bazarevsky, Jonathan Baccash, Eduard Gabriel Bazavan, Chuo-Ling Chang, Matthias Grundmann
On-device Real-time Hand Gesture Recognition. CoRR (2021)
Matthias Grundmann, Hedwig Amberg, Hannes Hartenstein
On the Estimation of the Number of Unreachable Peers in the Bitcoin P2P Network by Observation of Peer Announcements. CoRR (2021)
Adel Ahmadyan, Liangkai Zhang, Artsiom Ablavatski, Jianing Wei, Matthias Grundmann
Objectron: A Large Scale Dataset of Object-Centric Videos in the Wild With Pose Annotations. CVPR (2021)
Jonas Schiffl, Matthias Grundmann, Marc Leinweber, Oliver Stengele, Sebastian Friebe, Bernhard Beckert
Towards Correct Smart Contracts: A Case Study on Formal Verification of Access Control. SACMAT (2021)
Matthias Grundmann, Hannes Hartenstein
Fundamental Properties of the Layer Below a Payment Channel Network. DPM/CBT@ESORICS (2020)
Matthias Grundmann, Hannes Hartenstein
Fundamental Properties of the Layer Below a Payment Channel Network (Extended Version). CoRR (2020)
Adel Ahmadyan, Tingbo Hou, Jianing Wei, Liangkai Zhang, Artsiom Ablavatski, Matthias Grundmann
Instant 3D Object Tracking with Applications in Augmented Reality. CoRR (2020)
Tingbo Hou, Adel Ahmadyan, Liangkai Zhang, Jianing Wei, Matthias Grundmann
MobilePose: Real-Time Pose Estimation for Unseen Objects with Weak Shape Supervision. CoRR (2020)
Fan Zhang, Valentin Bazarevsky, Andrey Vakunov, Andrei Tkachenka, George Sung, Chuo-Ling Chang, Matthias Grundmann
MediaPipe Hands: On-device Real-time Hand Tracking. CoRR (2020)
Adel Ahmadyan, Liangkai Zhang, Jianing Wei, Artsiom Ablavatski, Matthias Grundmann
Objectron: A Large Scale Dataset of Object-Centric Videos in the Wild with Pose Annotations. CoRR (2020)
Valentin Bazarevsky, Ivan Grishchenko, Karthik Raveendran, Tyler Zhu, Fan Zhang, Matthias Grundmann
BlazePose: On-device Real-time Body Pose tracking. CoRR (2020)
Ivan Grishchenko, Artsiom Ablavatski, Yury Kartynnik, Karthik Raveendran, Matthias Grundmann
Attention Mesh: High-fidelity Face Mesh Prediction in Real-time. CoRR (2020)
Matthias Grundmann, Marc Leinweber, Hannes Hartenstein
Banklaves: Concept for a Trustworthy Decentralized Payment Service for Bitcoin. IEEE ICBC (2019)
Camillo Lugaresi, Jiuqiang Tang, Hadon Nash, Chris McClanahan, Esha Uboweja, Michael Hays, Fan Zhang, Chuo-Ling Chang, Ming Guang Yong, Juhyun Lee, Wan-Teh Chang, Wei Hua, Manfred Georg, Matthias Grundmann
MediaPipe: A Framework for Building Perception Pipelines. CoRR (2019)
Valentin Bazarevsky, Yury Kartynnik, Andrey Vakunov, Karthik Raveendran, Matthias Grundmann
BlazeFace: Sub-millisecond Neural Face Detection on Mobile GPUs. CoRR (2019)
Jianing Wei, Genzhi Ye, Tyler Mullen, Matthias Grundmann, Adel Ahmadyan, Tingbo Hou
Instant Motion Tracking and Its Applications to Augmented Reality. CoRR (2019)
Marc Leinweber, Matthias Grundmann, Leonard Schönborn, Hannes Hartenstein
TEE-Based Distributed Watchtowers for Fraud Protection in the Lightning Network. DPM/CBT@ESORICS (2019)
Juhyun Lee, Nikolay Chirkov, Ekaterina Ignasheva, Yury Pisarchyk, Mogan Shieh, Fabio Riccardi, Raman Sarokin, Andrei Kulik, Matthias Grundmann
On-Device Neural Net Inference with Mobile GPUs. CoRR (2019)
Yury Kartynnik, Artsiom Ablavatski, Ivan Grishchenko, Matthias Grundmann
Real-time Facial Surface Geometry from Monocular Video on Mobile GPUs. CoRR (2019)
Matthias Grundmann, Till Neudecker, Hannes Hartenstein
Exploiting Transaction Accumulation and Double Spends for Topology Inference in Bitcoin. Financial Cryptography Workshops (2018)
S. Hussain Raza, Ahmad Humayun, Matthias Grundmann, David Anderson, Irfan A. Essa
Finding Temporally Consistent Occlusion Boundaries in Videos using Geometric Context. CoRR (2015)
S. Hussain Raza, Ahmad Humayun, Irfan A. Essa, Matthias Grundmann, David Anderson
Finding Temporally Consistent Occlusion Boundaries in Videos Using Geometric Context. WACV (2015)
S. Hussain Raza, Matthias Grundmann, Irfan A. Essa
Geometric Context from Videos. CoRR (2015)
Matthias Grundmann, Chris McClanahan, Sing Bing Kang, Irfan A. Essa
Post-processing approach for radiometric self-calibration of video. ICCP (2013)
S. Hussain Raza, Matthias Grundmann, Irfan A. Essa
Geometric Context from Videos. CVPR (2013)
Matthias Grundmann, Vivek Kwatra, Daniel Castro, Irfan A. Essa
Calibration-free rolling shutter removal. ICCP (2012)
Glenn Hartmann, Matthias Grundmann, Judy Hoffman, David Tsai, Vivek Kwatra, Omid Madani, Sudheendra Vijayanarasimhan, Irfan A. Essa, James M. Rehg, Rahul Sukthankar
Weakly Supervised Learning of Object Segmentations from Web-Scale Video. ECCV Workshops (1) (2012)
Matthias Grundmann, Vivek Kwatra, Irfan A. Essa
Auto-directed video stabilization with robust L1 optimal camera paths. CVPR (2011)
Matthias Grundmann, Vivek Kwatra, Mei Han, Irfan A. Essa
Efficient hierarchical graph-based video segmentation. CVPR (2010)
Kihwan Kim, Matthias Grundmann, Ariel Shamir, Iain A. Matthews, Jessica K. Hodgins, Irfan A. Essa
Motion fields to predict play evolution in dynamic sport scenes. CVPR (2010)
Matthias Grundmann, Vivek Kwatra, Mei Han, Irfan A. Essa
Discontinuous seam-carving for video retargeting. CVPR (2010)
Raffay Hamid, Ramkrishan K. Kumar, Matthias Grundmann, Kihwan Kim, Irfan A. Essa, Jessica K. Hodgins
Player localization using multiple static cameras for sports visualization. CVPR (2010)
Matthias Grundmann, Franziska Meier, Irfan A. Essa
3D Shape Context and Distance Transform for action recognition. ICPR (2008)
Selim Benhimane, Hesam Najafi, Matthias Grundmann, Yakup Genc, Nassir Navab, Ezio Malis
Real-Time Object Detection and Tracking for Industrial Applications. VISAPP (2) (2008)
Matthias Grundmann
Supply Chain Management - eine Schlüsselkompetenz im Wettbewerb. HMD Prax. Wirtsch. 219 (2001)

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Publication Activity (10 Years)

Top Topics

Top Venues

Matthias Grundmann