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08/21/2023
Local Spherical Harmonics Improve Skeleton-Based Hand Action Recognition
Hand action recognition is essential. Communication, human-robot interac...
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06/11/2023
Neural Architecture Design and Robustness: A Dataset
Deep learning models have proven to be successful in a wide range of mac...
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06/11/2023
Happy People – Image Synthesis as Black-Box Optimization Problem in the Discrete Latent Space of Deep Generative Models
In recent years, optimization in the learned latent space of deep genera...
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04/04/2022
Learning to solve Minimum Cost Multicuts efficiently using Edge-Weighted Graph Convolutional Neural Networks
The minimum cost multicut problem is the NP-hard/APX-hard combinatorial ...
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03/16/2022
Learning Where To Look – Generative NAS is Surprisingly Efficient
The efficient, automated search for well-performing neural architectures...
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12/10/2021
Optimizing Edge Detection for Image Segmentation with Multicut Penalties
The Minimum Cost Multicut Problem (MP) is a popular way for obtaining a ...
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12/05/2020