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03/23/2023
Optimization and Optimizers for Adversarial Robustness
Empirical robustness evaluation (RE) of deep learning models against adv...
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10/02/2022
Optimization for Robustness Evaluation beyond ℓ_p Metrics
Empirical evaluation of deep learning models against adversarial attacks...
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12/11/2021
Early Stopping for Deep Image Prior
Deep image prior (DIP) and its variants have showed remarkable potential...
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10/23/2021
Self-Validation: Early Stopping for Single-Instance Deep Generative Priors
Recent works have shown the surprising effectiveness of deep generative ...
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06/09/2021
Rethink Transfer Learning in Medical Image Classification
Transfer learning (TL) with deep convolutional neural networks (DCNNs) h...
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04/06/2021
Attribute-Based Robotic Grasping with One-Grasp Adaptation
Robotic grasping is one of the most fundamental robotic manipulation tas...
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10/09/2019
Knowledge Induced Deep Q-Network for a Slide-to-Wall Object Grasping
In robotic grasping tasks, robots usually avoid any collisions with the ...
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09/11/2019