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09/12/2023
Strong-Weak Integrated Semi-supervision for Unsupervised Single and Multi Target Domain Adaptation
Unsupervised domain adaptation (UDA) focuses on transferring knowledge l...
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04/30/2023
TransCAR: Transformer-based Camera-And-Radar Fusion for 3D Object Detection
Despite radar's popularity in the automotive industry, for fusion-based ...
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02/07/2022
Integrated Multiscale Domain Adaptive YOLO
The area of domain adaptation has been instrumental in addressing the do...
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06/02/2021
Multiscale Domain Adaptive YOLO for Cross-Domain Object Detection
The area of domain adaptation has been instrumental in addressing the do...
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03/13/2021
Multi-Object Tracking using Poisson Multi-Bernoulli Mixture Filtering for Autonomous Vehicles
The ability of an autonomous vehicle to perform 3D tracking is essential...
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09/02/2020
CLOCs: Camera-LiDAR Object Candidates Fusion for 3D Object Detection
There have been significant advances in neural networks for both 3D obje...
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06/30/2020
Object Detection under Rainy Conditions for Autonomous Vehicles
Advanced automotive active-safety systems, in general, and autonomous ve...
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08/02/2015
On Hyperspectral Classification in the Compressed Domain
In this paper, we study the problem of hyperspectral pixel classificatio...
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08/02/2015
Dictionary and Image Recovery from Incomplete and Random Measurements
This paper tackles algorithmic and theoretical aspects of dictionary lea...
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10/13/2014
Single Image Super Resolution via Manifold Approximation
Image super-resolution remains an important research topic to overcome t...
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05/07/2014
Representative Selection for Big Data via Sparse Graph and Geodesic Grassmann Manifold Distance
This paper addresses the problem of identifying a very small subset of d...
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05/07/2014