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cs.CV2024
GRASP-GCN: Graph-Shape Prioritization for Neural Architecture Search under Distribution Shifts
Sofia Casarin, Oswald Lanz, Sergio Escalera
Neural Architecture Search (NAS) methods have shown to output networks that largely outperform human-designed networks. However, conventional NAS methods have mostly tackled the si…
cs.CV2024
Your Image is My Video: Reshaping the Receptive Field via Image-To-Video Differentiable AutoAugmentation and Fusion
Sofia Casarin, Cynthia I. Ugwu, Sergio Escalera +1
The landscape of deep learning research is moving towards innovative strategies to harness the true potential of data. Traditionally, emphasis has been on scaling model architectur…