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07/19/2023
Unsupervised Accuracy Estimation of Deep Visual Models using Domain-Adaptive Adversarial Perturbation without Source Samples
Deploying deep visual models can lead to performance drops due to the di...
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08/08/2022
Self-Supervised Contrastive Representation Learning for 3D Mesh Segmentation
3D deep learning is a growing field of interest due to the vast amount o...
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01/24/2022
Analytic Mutual Information in Bayesian Neural Networks
Bayesian neural networks have successfully designed and optimized a robu...
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06/16/2021
PatchNet: Unsupervised Object Discovery based on Patch Embedding
We demonstrate that frequently appearing objects can be discovered by tr...
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05/30/2021
BABA: Beta Approximation for Bayesian Active Learning
This paper introduces a new acquisition function under the Bayesian acti...
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12/04/2017