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09/28/2021
Warp-Refine Propagation: Semi-Supervised Auto-labeling via Cycle-consistency
Deep learning models for semantic segmentation rely on expensive, large-...
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02/17/2020
Meta-learning Extractors for Music Source Separation
We propose a hierarchical meta-learning-inspired model for music source ...
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09/10/2019
FDA: Feature Disruptive Attack
Though Deep Neural Networks (DNN) show excellent performance across vari...
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09/03/2018
Object Pose Estimation from Monocular Image using Multi-View Keypoint Correspondence
Understanding the geometry and pose of objects in 2D images is a fundame...
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08/03/2018
iSPA-Net: Iterative Semantic Pose Alignment Network
Understanding and extracting 3D information of objects from monocular 2D...
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01/24/2018
Generalizable Data-free Objective for Crafting Universal Adversarial Perturbations
Machine learning models are susceptible to adversarial perturbations: sm...
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12/07/2017