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09/19/2023
On-device Real-time Custom Hand Gesture Recognition
Most existing hand gesture recognition (HGR) systems are limited to a pr...
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09/11/2023
Blendshapes GHUM: Real-time Monocular Facial Blendshape Prediction
We present Blendshapes GHUM, an on-device ML pipeline that predicts 52 f...
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07/18/2023
Towards Authentic Face Restoration with Iterative Diffusion Models and Beyond
An authentic face restoration system is becoming increasingly demanding ...
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07/05/2023
Towards a Formal Verification of the Lightning Network with TLA+
Payment channel networks are an approach to improve the scalability of b...
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06/21/2023
Semi-Implicit Denoising Diffusion Models (SIDDMs)
Despite the proliferation of generative models, achieving fast sampling ...
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04/21/2023
Speed Is All You Need: On-Device Acceleration of Large Diffusion Models via GPU-Aware Optimizations
The rapid development and application of foundation models have revoluti...
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03/13/2023
Guided Speech Enhancement Network
High quality speech capture has been widely studied for both voice commu...
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08/24/2022
Efficient Heterogeneous Video Segmentation at the Edge
We introduce an efficient video segmentation system for resource-limited...
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06/23/2022
BlazePose GHUM Holistic: Real-time 3D Human Landmarks and Pose Estimation
We present BlazePose GHUM Holistic, a lightweight neural network pipelin...
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10/29/2021
On-device Real-time Hand Gesture Recognition
We present an on-device real-time hand gesture recognition (HGR) system,...
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08/02/2021
Estimating the Node Degree of Public Peers and Detecting Sybil Peers Based on Address Messages in the Bitcoin P2P Network
Some peers in the Bitcoin P2P network distributed a huge amount of spam ...
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02/25/2021
On the Estimation of the Number of Unreachable Peers in the Bitcoin P2P Network by Observation of Peer Announcements
Bitcoin is based on a P2P network that is used to propagate transactions...
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12/18/2020
Objectron: A Large Scale Dataset of Object-Centric Videos in the Wild with Pose Annotations
3D object detection has recently become popular due to many applications...
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10/16/2020
Fundamental Properties of the Layer Below a Payment Channel Network (Extended Version)
Payment channel networks are a highly discussed approach for improving s...
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06/23/2020
Instant 3D Object Tracking with Applications in Augmented Reality
Tracking object poses in 3D is a crucial building block for Augmented Re...
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06/19/2020
Attention Mesh: High-fidelity Face Mesh Prediction in Real-time
We present Attention Mesh, a lightweight architecture for 3D face mesh p...
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06/18/2020
MediaPipe Hands: On-device Real-time Hand Tracking
We present a real-time on-device hand tracking pipeline that predicts ha...
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06/17/2020
BlazePose: On-device Real-time Body Pose tracking
We present BlazePose, a lightweight convolutional neural network archite...
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03/07/2020
MobilePose: Real-Time Pose Estimation for Unseen Objects with Weak Shape Supervision
In this paper, we address the problem of detecting unseen objects from R...
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07/16/2019
Instant Motion Tracking and Its Applications to Augmented Reality
Augmented Reality (AR) brings immersive experiences to users. With recen...
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07/15/2019
Real-time Facial Surface Geometry from Monocular Video on Mobile GPUs
We present an end-to-end neural network-based model for inferring an app...
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07/11/2019
BlazeFace: Sub-millisecond Neural Face Detection on Mobile GPUs
We present BlazeFace, a lightweight and well-performing face detector ta...
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07/03/2019
On-Device Neural Net Inference with Mobile GPUs
On-device inference of machine learning models for mobile phones is desi...
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06/14/2019