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08/02/2023
Curriculum Guided Domain Adaptation in the Dark
Addressing the rising concerns of privacy and security, domain adaptatio...
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08/02/2023
Continual Domain Adaptation on Aerial Images under Gradually Degrading Weather
Domain adaptation (DA) strives to mitigate the domain gap between the so...
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05/28/2022
DeepRM: Deep Recurrent Matching for 6D Pose Refinement
Precise 6D pose estimation of rigid objects from RGB images is a critica...
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12/20/2021
BAPose: Bottom-Up Pose Estimation with Disentangled Waterfall Representations
We propose BAPose, a novel bottom-up approach that achieves state-of-the...
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05/13/2021
Extreme Face Inpainting with Sketch-Guided Conditional GAN
Recovering badly damaged face images is a useful yet challenging task, e...
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04/16/2021
Grassmann Iterative Linear Discriminant Analysis with Proxy Matrix Optimization
Linear Discriminant Analysis (LDA) is commonly used for dimensionality r...
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04/08/2021
Siam-ReID: Confuser Aware Siamese Tracker with Re-identification Feature
Siamese deep-network trackers have received significant attention in rec...
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03/24/2021
Benchmarking Deep Trackers on Aerial Videos
In recent years, deep learning-based visual object trackers have achieve...
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03/20/2021
Visualization of Deep Transfer Learning In SAR Imagery
Synthetic Aperture Radar (SAR) imagery has diverse applications in land ...
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03/20/2021
Automatic Quantification of Facial Asymmetry using Facial Landmarks
One-sided facial paralysis causes uneven movements of facial muscles on ...
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03/19/2021
ConDA: Continual Unsupervised Domain Adaptation
Domain Adaptation (DA) techniques are important for overcoming the domai...
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03/18/2021
OmniPose: A Multi-Scale Framework for Multi-Person Pose Estimation
We propose OmniPose, a single-pass, end-to-end trainable framework, that...
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11/29/2020
LABNet: Local Graph Aggregation Network with Class Balanced Loss for Vehicle Re-Identification
Vehicle re-identification is an important computer vision task where the...
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01/22/2020
UniPose: Unified Human Pose Estimation in Single Images and Videos
We propose UniPose, a unified framework for human pose estimation, based...
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12/06/2019
Waterfall Atrous Spatial Pooling Architecture for Efficient Semantic Segmentation
We propose a new efficient architecture for semantic segmentation, based...
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09/05/2019
Poly-GAN: Multi-Conditioned GAN for Fashion Synthesis
We present Poly-GAN, a novel conditional GAN architecture that is motiva...
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03/12/2019
Cascaded Projection: End-to-End Network Compression and Acceleration
We propose a data-driven approach for deep convolutional neural network ...
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09/27/2018
Semantically Invariant Text-to-Image Generation
Image captioning has demonstrated models that are capable of generating ...
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06/20/2018
DEFRAG: Deep Euclidean Feature Representations through Adaptation on the Grassmann Manifold
We propose a novel technique for training deep networks with the objecti...
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12/01/2016