Grundmann, Matthias
- Speed Is All You Need: On-Device Acceleration of Large Diffusion Models via GPU-Aware Optimizations
2023/04/21 by Yu-Hui Chen, Yu‐Hui Chen, Chen, Yu-Hui +13 · 3 voices · 6 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Stochastic Gradient Optimization Techniques #Generative Adversarial Networks and Image Synthesis #Single-cell and spatial transcriptomics
- MediaPipe: A Framework for Building Perception Pipelines
2019/06/14 by Camillo Lugaresi, Jiuqiang Tang, Lugaresi, Camillo +25 · 154 citations
Computer Science · Engineering · #CCD and CMOS Imaging Sensors #Distributed #Embedded Systems Design Techniques #FOS: Computer and information sciences #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
- MediaPipe Hands: On-device Real-time Hand Tracking
2020/06/18 by Zhang, Fan, Bazarevsky, Valentin, Vakunov, Andrey +4 · 28 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Objectron: A Large Scale Dataset of Object-Centric Videos in the Wild\n with Pose Annotations
2020/12/17 by Adel Ahmadyan, Liangkai Zhang, Ahmadyan, Adel +7 · 18 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Robotics and Sensor-Based Localization
- PRDP: Proximal Reward Difference Prediction for Large-Scale Reward Finetuning of Diffusion Models
2024/02/13 by Fei Deng, Deng, Fei, Qifei Wang +7 · 1 voice · 15 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
- BlazePose: On-device Real-time Body Pose tracking
2020/06/17 by Valentin Bazarevsky, Bazarevsky, Valentin, Ivan Grishchenko +9 · 15 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
- BlazeFace: Sub-millisecond Neural Face Detection on Mobile GPUs
2019/07/11 by Valentin Bazarevsky, Yury Kartynnik, Bazarevsky, Valentin +7 · 17 citations
Computer Science · #Face recognition and analysis #Advanced Neural Network Applications #Visual Attention and Saliency Detection
- Real-time Facial Surface Geometry from Monocular Video on Mobile GPUs
2019/07/15 by Yury Kartynnik, Kartynnik, Yury, Artsiom Ablavatski +5 · 14 citations
Computer Science · Engineering · #Face recognition and analysis #3D Shape Modeling and Analysis #Biometric Identification and Security
- StreamVC: Real-Time Low-Latency Voice Conversion
2024/01/05 by Yang Yang, Yang, Yang, Yury Kartynnik +11 · 13 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Scaling On-Device GPU Inference for Large Generative Models
2025/05/01 by Jiuqiang Tang, Tang, Jiuqiang, Raman Sarokin +13 · 3 voices · 5 citations
#cs.LG #cs.AI
- Attention Mesh: High-fidelity Face Mesh Prediction in Real-time
2020/06/19 by Grishchenko, Ivan, Ablavatski, Artsiom, Kartynnik, Yury +2 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- On-Device Neural Net Inference with Mobile GPUs
2019/07/03 by Lee, Juhyun, Chirkov, Nikolay, Ignasheva, Ekaterina +6 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #and Cluster Computing (cs.DC)
- BlazePose GHUM Holistic: Real-time 3D Human Landmarks and Pose Estimation
2022/06/23 by Grishchenko, Ivan, Bazarevsky, Valentin, Zanfir, Andrei +7 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Binaural Angular Separation Network
2024/01/16 by Yang Yang, Yang, Yang, George Sung +9 · 3 citations
Computer Science · Engineering · #Advanced Adaptive Filtering Techniques #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Machine Learning (cs.LG) #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
- Towards Authentic Face Restoration with Iterative Diffusion Models and Beyond
2023/07/18 by Yang Zhao, Tingbo Hou, Zhao, Yang +7 · 2 citations
Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
- Efficient Heterogeneous Video Segmentation at the Edge
2022/08/24 by Jamie Menjay Lin, Lin, Jamie Menjay, Siargey Pisarchyk +17 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Visual Attention and Saliency Detection
- Guided Speech Enhancement Network
2023/03/13 by Yang Yang, Shao-Fu Shih, Yang, Yang +13 · 1 citation
Computer Science · Engineering · #Advanced Adaptive Filtering Techniques #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Blendshapes GHUM: Real-time Monocular Facial Blendshape Prediction
2023/09/11 by Grishchenko, Ivan, Yan, Geng, Bazavan, Eduard Gabriel +5 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Semi-Implicit Denoising Diffusion Models (SIDDMs)
2023/06/21 by Yanwu Xu, Xu, Yanwu, Mingming Gong +11 · 1 citation
Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #NMR spectroscopy and applications