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08/31/2023
Decoupled Local Aggregation for Point Cloud Learning
The unstructured nature of point clouds demands that local aggregation b...
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08/07/2023
A Hybrid CNN-Transformer Architecture with Frequency Domain Contrastive Learning for Image Deraining
Image deraining is a challenging task that involves restoring degraded i...
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08/02/2023
Calibration in Deep Learning: A Survey of the State-of-the-Art
Calibrating deep neural models plays an important role in building relia...
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06/01/2023
HiQR: An efficient algorithm for high dimensional quadratic regression with penalties
This paper investigates the efficient solution of penalized quadratic re...
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10/13/2022
HSurf-Net: Normal Estimation for 3D Point Clouds by Learning Hyper Surfaces
We propose a novel normal estimation method called HSurf-Net, which can ...
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08/02/2022
Deep Reinforcement Learning for Multi-Agent Interaction
The development of autonomous agents which can interact with other agent...
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03/28/2022
LiDARCap: Long-range Marker-less 3D Human Motion Capture with LiDAR Point Clouds
Existing motion capture datasets are largely short-range and cannot yet ...
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03/08/2022
Reinforced MOOCs Concept Recommendation in Heterogeneous Information Networks
Massive open online courses (MOOCs), which provide a large-scale interac...
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01/24/2022
Multi-Graph Fusion Networks for Urban Region Embedding
Learning the embeddings for urban regions from human mobility data can r...
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09/20/2021
HiTMap: A Hierarchical Topological Map Representation for Navigation in Unknown Environments
The ability to autonomously navigate in unknown environments is importan...
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07/07/2021
High dimensional precision matrix estimation under weak sparsity
In this paper, we estimate the high dimensional precision matrix under t...
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03/09/2021
FAIR1M: A Benchmark Dataset for Fine-grained Object Recognition in High-Resolution Remote Sensing Imagery
With the rapid development of deep learning, many deep learning based ap...
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08/07/2018
