Matthias Grundmann

67 papers A* 10A 1B 5C 3Misc 3Journal 32Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
Model Checking the Security of the Lightning Network.
CoRR
Matthias Grundmann, Hannes Hartenstein
2025 — conf
Scaling On-Device GPU Inference for Large Generative Models.
CVPR Workshops
Jiuqiang Tang, Raman Sorokin, Ekaterina Ignasheva, Grant Jensen, Lin Chen, Juhyun Lee, Andrei Kulik, Matthias Grundmann
2025 J jnl
Scaling On-Device GPU Inference for Large Generative Models.
CoRR
Jiuqiang Tang, Raman Sarokin, Ekaterina Ignasheva, Grant Jensen, Lin Chen, Juhyun Lee, Andrei Kulik, Matthias Grundmann
2025 B conf
Security of the Lightning Network: Model Checking a Stepwise Refinement with TLA
iFM
Matthias Grundmann, Hannes Hartenstein
2024 Misc conf
Binaural Angular Separation Network.
ICASSP
Yang Yang, George Sung, Shao-Fu Shih, Hakan Erdogan, Chehung Lee, Matthias Grundmann
2024 J jnl
Binaural Angular Separation Network.
CoRR
Yang Yang, George Sung, Shao-Fu Shih, Hakan Erdogan, Chehung Lee, Matthias Grundmann
2024 A* conf
PRDP: Proximal Reward Difference Prediction for Large-Scale Reward Finetuning of Diffusion Models.
CVPR
Fei Deng, Qifei Wang, Wei Wei, Tingbo Hou, Matthias Grundmann
2024 J jnl
PRDP: Proximal Reward Difference Prediction for Large-Scale Reward Finetuning of Diffusion Models.
CoRR
Fei Deng, Qifei Wang, Wei Wei, Matthias Grundmann, Tingbo Hou
2024 Misc conf
STREAMVC: Real-Time Low-Latency Voice Conversion.
ICASSP
Yang Yang, Yury Kartynnik, Yunpeng Li, Jiuqiang Tang, Xing Li, George Sung, Matthias Grundmann
2024 J jnl
StreamVC: Real-Time Low-Latency Voice Conversion.
CoRR
Yang Yang, Yury Kartynnik, Yunpeng Li, Jiuqiang Tang, Xing Li, George Sung, Matthias Grundmann
2023 — conf
BlazeStyleGAN: A Real-Time On-Device StyleGAN.
CVPR Workshops
Haolin Jia, Qifei Wang, Omer Tov, Yang Zhao, Fei Deng, Lu Wang, Chuo-Ling Chang, Tingbo Hou, Matthias Grundmann
2023 J jnl
Blendshapes GHUM: Real-time Monocular Facial Blendshape Prediction.
CoRR
Ivan Grishchenko, Geng Yan, Eduard Gabriel Bazavan, Andrei Zanfir, Nikolai Chinaev, Karthik Raveendran, Matthias Grundmann, Cristian Sminchisescu
2023 Misc conf
Guided Speech Enhancement Network.
ICASSP
Yang Yang, Shao-Fu Shih, Hakan Erdogan, Jamie Menjay Lin, Chehung Lee, Yunpeng Li, George Sung, Matthias Grundmann
2023 J jnl
Guided Speech Enhancement Network.
CoRR
Yang Yang, Shao-Fu Shih, Hakan Erdogan, Jamie Menjay Lin, Chehung Lee, Yunpeng Li, George Sung, Matthias Grundmann
2023 — conf
On-device Real-time Custom Hand Gesture Recognition.
ICCV (Workshops)
Esha Uboweja, David Tian, Qifei Wang, Yi-Chun Kuo, Joe Zou, Lu Wang, George Sung, Matthias Grundmann
2023 J jnl
On-device Real-time Custom Hand Gesture Recognition.
CoRR
Esha Uboweja, David Tian, Qifei Wang, Yi-Chun Kuo, Joe Zou, Lu Wang, George Sung, Matthias Grundmann
2023 A* conf
Semi-Implicit Denoising Diffusion Models (SIDDMs).
NeurIPS
Yanwu Xu, Mingming Gong, Shaoan Xie, Wei Wei, Matthias Grundmann, Kayhan Batmanghelich, Tingbo Hou
2023 J jnl
Semi-Implicit Denoising Diffusion Models (SIDDMs).
CoRR
Yanwu Xu, Mingming Gong, Shaoan Xie, Wei Wei, Matthias Grundmann, Kayhan Batmanghelich, Tingbo Hou
2023 — conf
Speed Is All You Need: On-Device Acceleration of Large Diffusion Models via GPU-Aware Optimizations.
CVPR Workshops
Yu-Hui Chen, Raman Sarokin, Juhyun Lee, Jiuqiang Tang, Chuo-Ling Chang, Andrei Kulik, Matthias Grundmann
2023 J jnl
Speed Is All You Need: On-Device Acceleration of Large Diffusion Models via GPU-Aware Optimizations.
CoRR
Yu-Hui Chen, Raman Sarokin, Juhyun Lee, Jiuqiang Tang, Chuo-Ling Chang, Andrei Kulik, Matthias Grundmann
2023 A* conf
Towards Authentic Face Restoration with Iterative Diffusion Models and Beyond.
ICCV
Yang Zhao, Tingbo Hou, Yu-Chuan Su, Xuhui Jia, Yandong Li, Matthias Grundmann
2023 J jnl
Towards Authentic Face Restoration with Iterative Diffusion Models and Beyond.
CoRR
Yang Zhao, Tingbo Hou, Yu-Chuan Su, Xuhui Jia, Yandong Li, Matthias Grundmann
2023 J jnl
Towards a Formal Verification of the Lightning Network with TLA+.
CoRR
Matthias Grundmann, Hannes Hartenstein
2022 J jnl
BlazePose GHUM Holistic: Real-time 3D Human Landmarks and Pose Estimation.
CoRR
Ivan Grishchenko, Valentin Bazarevsky, Andrei Zanfir, Eduard Gabriel Bazavan, Mihai Zanfir, Richard Yee, Karthik Raveendran, Matsvei Zhdanovich, Matthias Grundmann, Cristian Sminchisescu
2022 — conf
Decentralizing Watchtowers for Payment Channels using IPFS.
ICDCS Workshops
Hannes Bönisch, Matthias Grundmann
2022 J jnl
Efficient Heterogeneous Video Segmentation at the Edge.
CoRR
Jamie Menjay Lin, Siargey Pisarchyk, Juhyun Lee, David Tian, Tingbo Hou, Karthik Raveendran, Raman Sarokin, George Sung, Trent Tolley, Matthias Grundmann
2022 B conf
On the Applicability of Payment Channel Networks for Allocation of Transport Ticket Revenues.
ICCCN
Matthias Grundmann, Otto von Zastrow-Marcks, Hannes Hartenstein
2022 C conf
On the Peer Degree Distribution of the Bitcoin P2P Network.
ICBC
Matthias Grundmann, Max Baumstark, Hannes Hartenstein
2022 — conf
Short Paper: What Peer Announcements Tell Us About the Size of the Bitcoin P2P Network.
Financial Cryptography
Matthias Grundmann, Hedwig Amberg, Max Baumstark, Hannes Hartenstein
2022 C conf
Verifying Payment Channels with TLA
ICBC
Matthias Grundmann, Hannes Hartenstein
2021 J jnl
Estimating the Node Degree of Public Peers and Detecting Sybil Peers Based on Address Messages in the Bitcoin P2P Network.
CoRR
Matthias Grundmann, Max Baumstark
2021 A* conf
Objectron: A Large Scale Dataset of Object-Centric Videos in the Wild With Pose Annotations.
CVPR
Adel Ahmadyan, Liangkai Zhang, Artsiom Ablavatski, Jianing Wei, Matthias Grundmann
2021 J jnl
On the Estimation of the Number of Unreachable Peers in the Bitcoin P2P Network by Observation of Peer Announcements.
CoRR
Matthias Grundmann, Hedwig Amberg, Hannes Hartenstein
2021 J jnl
On-device Real-time Hand Gesture Recognition.
CoRR
George Sung, Kanstantsin Sokal, Esha Uboweja, Valentin Bazarevsky, Jonathan Baccash, Eduard Gabriel Bazavan, Chuo-Ling Chang, Matthias Grundmann
2021 C conf
Towards Correct Smart Contracts: A Case Study on Formal Verification of Access Control.
SACMAT
Jonas Schiffl, Matthias Grundmann, Marc Leinweber, Oliver Stengele, Sebastian Friebe, Bernhard Beckert
2020 J jnl
Attention Mesh: High-fidelity Face Mesh Prediction in Real-time.
CoRR
Ivan Grishchenko, Artsiom Ablavatski, Yury Kartynnik, Karthik Raveendran, Matthias Grundmann
2020 J jnl
BlazePose: On-device Real-time Body Pose tracking.
CoRR
Valentin Bazarevsky, Ivan Grishchenko, Karthik Raveendran, Tyler Zhu, Fan Zhang, Matthias Grundmann
2020 J jnl
Fundamental Properties of the Layer Below a Payment Channel Network (Extended Version).
CoRR
Matthias Grundmann, Hannes Hartenstein
2020 — conf
Fundamental Properties of the Layer Below a Payment Channel Network.
DPM/CBT@ESORICS
Matthias Grundmann, Hannes Hartenstein
2020 J jnl
Instant 3D Object Tracking with Applications in Augmented Reality.
CoRR
Adel Ahmadyan, Tingbo Hou, Jianing Wei, Liangkai Zhang, Artsiom Ablavatski, Matthias Grundmann
2020 J jnl
MediaPipe Hands: On-device Real-time Hand Tracking.
CoRR
Fan Zhang, Valentin Bazarevsky, Andrey Vakunov, Andrei Tkachenka, George Sung, Chuo-Ling Chang, Matthias Grundmann
2020 J jnl
MobilePose: Real-Time Pose Estimation for Unseen Objects with Weak Shape Supervision.
CoRR
Tingbo Hou, Adel Ahmadyan, Liangkai Zhang, Jianing Wei, Matthias Grundmann
2020 J jnl
Objectron: A Large Scale Dataset of Object-Centric Videos in the Wild with Pose Annotations.
CoRR
Adel Ahmadyan, Liangkai Zhang, Jianing Wei, Artsiom Ablavatski, Matthias Grundmann
2019 — conf
Banklaves: Concept for a Trustworthy Decentralized Payment Service for Bitcoin.
IEEE ICBC
Matthias Grundmann, Marc Leinweber, Hannes Hartenstein
2019 J jnl
BlazeFace: Sub-millisecond Neural Face Detection on Mobile GPUs.
CoRR
Valentin Bazarevsky, Yury Kartynnik, Andrey Vakunov, Karthik Raveendran, Matthias Grundmann
2019 J jnl
Instant Motion Tracking and Its Applications to Augmented Reality.
CoRR
Jianing Wei, Genzhi Ye, Tyler Mullen, Matthias Grundmann, Adel Ahmadyan, Tingbo Hou
2019 J jnl
MediaPipe: A Framework for Building Perception Pipelines.
CoRR
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
2019 J jnl
On-Device Neural Net Inference with Mobile GPUs.
CoRR
Juhyun Lee, Nikolay Chirkov, Ekaterina Ignasheva, Yury Pisarchyk, Mogan Shieh, Fabio Riccardi, Raman Sarokin, Andrei Kulik, Matthias Grundmann
2019 J jnl
Real-time Facial Surface Geometry from Monocular Video on Mobile GPUs.
CoRR
Yury Kartynnik, Artsiom Ablavatski, Ivan Grishchenko, Matthias Grundmann
2019 — conf
TEE-Based Distributed Watchtowers for Fraud Protection in the Lightning Network.
DPM/CBT@ESORICS
Marc Leinweber, Matthias Grundmann, Leonard Schönborn, Hannes Hartenstein
2018 — conf
Exploiting Transaction Accumulation and Double Spends for Topology Inference in Bitcoin.
Financial Cryptography Workshops
Matthias Grundmann, Till Neudecker, Hannes Hartenstein
2015 A conf
Finding Temporally Consistent Occlusion Boundaries in Videos Using Geometric Context.
WACV
S. Hussain Raza, Ahmad Humayun, Irfan A. Essa, Matthias Grundmann, David Anderson
2015 J jnl
Finding Temporally Consistent Occlusion Boundaries in Videos using Geometric Context.
CoRR
S. Hussain Raza, Ahmad Humayun, Matthias Grundmann, David Anderson, Irfan A. Essa
2015 J jnl
Geometric Context from Videos.
CoRR
S. Hussain Raza, Matthias Grundmann, Irfan A. Essa
2013 — —
Computational video: post-processing methods for stabilization, retargeting and segmentation.
Matthias Grundmann
2013 A* conf
Geometric Context from Videos.
CVPR
S. Hussain Raza, Matthias Grundmann, Irfan A. Essa
2013 B conf
Post-processing approach for radiometric self-calibration of video.
ICCP
Matthias Grundmann, Chris McClanahan, Sing Bing Kang, Irfan A. Essa
2012 B conf
Calibration-free rolling shutter removal.
ICCP
Matthias Grundmann, Vivek Kwatra, Daniel Castro, Irfan A. Essa
2012 — conf
Weakly Supervised Learning of Object Segmentations from Web-Scale Video.
ECCV Workshops (1)
Glenn Hartmann, Matthias Grundmann, Judy Hoffman, David Tsai, Vivek Kwatra, Omid Madani, Sudheendra Vijayanarasimhan, Irfan A. Essa, James M. Rehg, Rahul Sukthankar
2011 A* conf
Auto-directed video stabilization with robust L1 optimal camera paths.
CVPR
Matthias Grundmann, Vivek Kwatra, Irfan A. Essa
2010 A* conf
Discontinuous seam-carving for video retargeting.
CVPR
Matthias Grundmann, Vivek Kwatra, Mei Han, Irfan A. Essa
2010 A* conf
Efficient hierarchical graph-based video segmentation.
CVPR
Matthias Grundmann, Vivek Kwatra, Mei Han, Irfan A. Essa
2010 A* conf
Motion fields to predict play evolution in dynamic sport scenes.
CVPR
Kihwan Kim, Matthias Grundmann, Ariel Shamir, Iain A. Matthews, Jessica K. Hodgins, Irfan A. Essa
2010 A* conf
Player localization using multiple static cameras for sports visualization.
CVPR
Raffay Hamid, Ramkrishan K. Kumar, Matthias Grundmann, Kihwan Kim, Irfan A. Essa, Jessica K. Hodgins
2008 B conf
3D Shape Context and Distance Transform for action recognition.
ICPR
Matthias Grundmann, Franziska Meier, Irfan A. Essa
2008 — conf
Real-Time Object Detection and Tracking for Industrial Applications.
VISAPP (2)
Selim Benhimane, Hesam Najafi, Matthias Grundmann, Yakup Genc, Nassir Navab, Ezio Malis
2001 J jnl
Supply Chain Management - eine Schlüsselkompetenz im Wettbewerb.
HMD Prax. Wirtsch.
Matthias Grundmann