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07/25/2023
Mini-PointNetPlus: a local feature descriptor in deep learning model for 3d environment perception
Common deep learning models for 3D environment perception often use pill...
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07/14/2023
LEST: Large-scale LiDAR Semantic Segmentation with Transformer
Large-scale LiDAR-based point cloud semantic segmentation is a critical ...
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06/02/2023
Group channel pruning and spatial attention distilling for object detection
Due to the over-parameterization of neural networks, many model compress...
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04/05/2023
Learning Knowledge-Rich Sequential Model for Planar Homography Estimation in Aerial Video
This paper presents an unsupervised approach that leverages raw aerial v...
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03/19/2023
SECAD-Net: Self-Supervised CAD Reconstruction by Learning Sketch-Extrude Operations
Reverse engineering CAD models from raw geometry is a classic but strenu...
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04/26/2022
RAPQ: Rescuing Accuracy for Power-of-Two Low-bit Post-training Quantization
We introduce a Power-of-Two post-training quantization( PTQ) method for ...
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01/30/2022
MVP-Net: Multiple View Pointwise Semantic Segmentation of Large-Scale Point Clouds
Semantic segmentation of 3D point cloud is an essential task for autonom...
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12/02/2020
An Once-for-All Budgeted Pruning Framework for ConvNets Considering Input Resolution
We propose an efficient once-for-all budgeted pruning framework (OFARPru...
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11/29/2020
Layer Pruning via Fusible Residual Convolutional Block for Deep Neural Networks
In order to deploy deep convolutional neural networks (CNNs) on resource...
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06/14/2020
FenceMask: A Data Augmentation Approach for Pre-extracted Image Features
We propose a novel data augmentation method named 'FenceMask' that exhib...
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05/18/2020
Learning Deep Models from Synthetic Data for Extracting Dolphin Whistle Contours
We present a learning-based method for extracting whistles of toothed wh...
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05/06/2020
Review of text style transfer based on deep learning
Text style transfer is a hot issue in recent natural language processing...
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05/04/2020