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03/07/2023
Hybrid quantum-classical convolutional neural network for phytoplankton classification
The taxonomic composition and abundance of phytoplankton, having direct ...
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02/07/2023
Quantum Recurrent Neural Networks for Sequential Learning
Quantum neural network (QNN) is one of the promising directions where th...
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10/28/2022
On the Vulnerability of Data Points under Multiple Membership Inference Attacks and Target Models
Membership Inference Attacks (MIAs) infer whether a data point is in the...
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07/27/2022
Label-Only Membership Inference Attack against Node-Level Graph Neural Networks
Graph Neural Networks (GNNs), inspired by Convolutional Neural Networks ...
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06/29/2022
SRCN3D: Sparse R-CNN 3D Surround-View Camera Object Detection and Tracking for Autonomous Driving
Detection And Tracking of Moving Objects (DATMO) is an essential compone...
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03/28/2022
LiDAR Distillation: Bridging the Beam-Induced Domain Gap for 3D Object Detection
In this paper, we propose the LiDAR Distillation to bridge the domain ga...
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03/08/2022
SimpleTrack: Rethinking and Improving the JDE Approach for Multi-Object Tracking
Joint detection and embedding (JDE) based methods usually estimate bound...
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11/10/2021
A Structure Feature Algorithm for Multi-modal Forearm Registration
Augmented reality technology based on image registration is becoming inc...
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08/12/2021
MT-ORL: Multi-Task Occlusion Relationship Learning
Retrieving occlusion relation among objects in a single image is challen...
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08/10/2021
Binary Complex Neural Network Acceleration on FPGA
Being able to learn from complex data with phase information is imperati...
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04/08/2021
DeepI2P: Image-to-Point Cloud Registration via Deep Classification
This paper presents DeepI2P: a novel approach for cross-modality registr...
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03/27/2021
MINE: Towards Continuous Depth MPI with NeRF for Novel View Synthesis
In this paper, we propose MINE to perform novel view synthesis and depth...
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02/15/2021
A Global to Local Double Embedding Method for Multi-person Pose Estimation
Multi-person pose estimation is a fundamental and challenging problem to...
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03/31/2019
Discrete Rotation Equivariance for Point Cloud Recognition
Despite the recent active research on processing point clouds with deep ...
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03/30/2019
USIP: Unsupervised Stable Interest Point Detection from 3D Point Clouds
In this paper, we propose the USIP detector: an Unsupervised Stable Inte...
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07/28/2018
Accurate 3D Localization for MAV Swarms by UWB and IMU Fusion
Driven by applications like Micro Aerial Vehicles (MAVs), driver-less ca...
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03/12/2018