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09/01/2023
Fusing Monocular Images and Sparse IMU Signals for Real-time Human Motion Capture
Either RGB images or inertial signals have been used for the task of mot...
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07/11/2023
SAR-NeRF: Neural Radiance Fields for Synthetic Aperture Radar Multi-View Representation
SAR images are highly sensitive to observation configurations, and they ...
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05/20/2023
GFDC: A Granule Fusion Density-Based Clustering with Evidential Reasoning
Currently, density-based clustering algorithms are widely applied becaus...
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05/05/2023
Breast Cancer Immunohistochemical Image Generation: a Benchmark Dataset and Challenge Review
For invasive breast cancer, immunohistochemical (IHC) techniques are oft...
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05/02/2023
EgoLocate: Real-time Motion Capture, Localization, and Mapping with Sparse Body-mounted Sensors
Human and environment sensing are two important topics in Computer Visio...
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03/21/2023
Learning a 3D Morphable Face Reflectance Model from Low-cost Data
Modeling non-Lambertian effects such as facial specularity leads to a mo...
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03/03/2023
How To Guide Your Learner: Imitation Learning with Active Adaptive Expert Involvement
Imitation learning aims to mimic the behavior of experts without explici...
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02/20/2023
Ultra-conformable Liquid Metal Particle Monolayer on Air/water Interface for Substrate-free E-tattoo
Gallium-based liquid metal is getting increased attention in conformal f...
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12/07/2022
EditableNeRF: Editing Topologically Varying Neural Radiance Fields by Key Points
Neural radiance fields (NeRF) achieve highly photo-realistic novel-view ...
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11/25/2022
ShadowNeuS: Neural SDF Reconstruction by Shadow Ray Supervision
By supervising camera rays between a scene and multi-view image planes, ...
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11/18/2022
A Tale of Two Cities: Data and Configuration Variances in Robust Deep Learning
Deep neural networks (DNNs), are widely used in many industries such as ...
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09/07/2022
Real-to-Sim: Deep Learning with Auto-Tuning to Predict Residual Errors using Sparse Data
Achieving highly accurate kinematic or simulator models that are close t...
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08/13/2022
Confidence Matters: Inspecting Backdoors in Deep Neural Networks via Distribution Transfer
Backdoor attacks have been shown to be a serious security threat against...
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07/19/2022
Structure-aware Editable Morphable Model for 3D Facial Detail Animation and Manipulation
Morphable models are essential for the statistical modeling of 3D faces....
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07/16/2022
Learning Near-global-optimal Strategies for Hybrid Non-convex Model Predictive Control of Single Rigid Body Locomotion
Convex model predictive controls (MPCs) with a single rigid body model h...
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05/31/2022
Linear Leaky-Integrate-and-Fire Neuron Model Based Spiking Neural Networks and Its Mapping Relationship to Deep Neural Networks
Spiking neural networks (SNNs) are brain-inspired machine learning algor...
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05/30/2022
EAMM: One-Shot Emotional Talking Face via Audio-Based Emotion-Aware Motion Model
Although significant progress has been made to audio-driven talking face...
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05/14/2022
Differentiable SAR Renderer and SAR Target Reconstruction
Forward modeling of wave scattering and radar imaging mechanisms is the ...
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04/25/2022
BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pix
The evaluation of human epidermal growth factor receptor 2 (HER2) expres...
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04/21/2022
Detecting Topology Attacks against Graph Neural Networks
Graph neural networks (GNNs) have been widely used in many real applicat...
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03/20/2022
Portrait Eyeglasses and Shadow Removal by Leveraging 3D Synthetic Data
In portraits, eyeglasses may occlude facial regions and generate cast sh...
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03/16/2022
Physical Inertial Poser (PIP): Physics-aware Real-time Human Motion Tracking from Sparse Inertial Sensors
Motion capture from sparse inertial sensors has shown great potential co...
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03/15/2022
OcclusionFusion: Occlusion-aware Motion Estimation for Real-time Dynamic 3D Reconstruction
RGBD-based real-time dynamic 3D reconstruction suffers from inaccurate i...
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12/04/2021
Predicting Axillary Lymph Node Metastasis in Early Breast Cancer Using Deep Learning on Primary Tumor Biopsy Slides
Objectives: To develop and validate a deep learning (DL)-based primary t...
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11/22/2021
Backdoor Attack through Frequency Domain
Backdoor attacks have been shown to be a serious threat against deep lea...
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09/15/2021
Error estimation and adaptivity for stochastic collocation finite elements Part I: single-level approximation
A general adaptive refinement strategy for solving linear elliptic parti...
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05/15/2021
Regret Minimization Experience Replay
Experience replay is widely used in various deep off-policy reinforcemen...
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05/10/2021
TransPose: Real-time 3D Human Translation and Pose Estimation with Six Inertial Sensors
Motion capture is facing some new possibilities brought by the inertial ...
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04/15/2021
Audio-Driven Emotional Video Portraits
Despite previous success in generating audio-driven talking heads, most ...
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01/29/2021
DOA Estimation for Transmit Beamspace MIMO Radar via Tensor Decomposition with Vandermonde Factor Matrix
We address the problem of tensor decomposition in application to directi...
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12/11/2020
Monocular Real-time Full Body Capture with Inter-part Correlations
We present the first method for real-time full body capture that estimat...
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10/07/2020
Search-free DOA Estimation Method Based on Tensor Decomposition and Polynomial Rooting for Transmit Beamspace MIMO Radar
In order to improve the accuracy and resolution for transmit beamspace m...
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07/30/2020
Joint DOD and DOA Estimation in Slow-Time MIMO Radar via PARAFAC Decomposition
We develop a new tensor model for slow-time multiple-input multiple outp...
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06/17/2020
Deep Learning Meets SAR
Deep learning in remote sensing has become an international hype, but it...
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03/21/2020
Monocular Real-time Hand Shape and Motion Capture using Multi-modal Data
We present a novel method for monocular hand shape and pose estimation a...
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03/10/2020
SQUIRL: Robust and Efficient Learning from Video Demonstration of Long-Horizon Robotic Manipulation Tasks
Recent advances in deep reinforcement learning (RL) have demonstrated it...
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12/31/2019
Bas-relief Generation from Point Clouds Based on Normal Space Compression with Real-time Adjustment on CPU
Bas-relief generation based on 3d models is a hot topic in computer grap...
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10/14/2019
Tell-the-difference: Fine-grained Visual Descriptor via a Discriminating Referee
In this paper, we investigate a novel problem of telling the difference ...
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10/11/2019
Point cloud ridge-valley feature enhancement based on position and normal guidance
Ridge-valley features are important elements of point clouds, as they co...
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06/03/2019
A Closed-form Solution to Universal Style Transfer
Universal style transfer tries to explicitly minimize the losses in feat...
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03/29/2019
DenseAttentionSeg: Segment Hands from Interacted Objects Using Depth Input
We propose a real-time DNN-based technique to segment hand and object of...
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01/24/2019
Reciprocal Translation between SAR and Optical Remote Sensing Images with Cascaded-Residual Adversarial Networks
Despite the advantages of all-weather and all-day high-resolution imagin...
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01/08/2019
Translating SAR to Optical Images for Assisted Interpretation
Despite the advantages of all-weather and all-day high-resolution imagin...
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12/07/2018
Real-time Indoor Scene Reconstruction with RGBD and Inertia Input
Camera motion estimation is a key technique for 3D scene reconstruction ...
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07/05/2018
Detecting Tiny Moving Vehicles in Satellite Videos
In recent years, the satellite videos have been captured by a moving sat...
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11/17/2017
Depth Assisted Full Resolution Network for Single Image-based View Synthesis
Researches in novel viewpoint synthesis majorly focus on interpolation f...
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10/11/2017
Deep learning in remote sensing: a review
Standing at the paradigm shift towards data-intensive science, machine l...
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07/22/2017
SAR Image Colorization: Converting Single-Polarization to Fully Polarimetric Using Deep Neural Networks
A deep neural networks based method is proposed to convert single polari...
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11/27/2013
Want a Good Answer? Ask a Good Question First!
Community Question Answering (CQA) websites have become valuable reposit...
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11/09/2012