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DeepFly3D, a deep learning-based approach for 3D limb and appendage tracking in tethered, adult Drosophila

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DeepFly3D, a deep learning-based approach for 3D limb and appendage tracking in tethered, adult Drosophila

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Towards learning-based denoising of light fields

Work in progress: Imagining / Designing informal spaces for learning.

Controlled physics-informed data generation for deep learning-based remaining useful life prediction under unseen operation conditions

Stop Wasting my FLOPS: Improving the Efficiency of Deep Learning Models

The spectral bias of polynomial neural networks

Algorithms for Efficient and Robust Distributed Deep Learning

Active Learning for Imbalanced Civil Infrastructure Data

OSLO: On-the-Sphere Learning for Omnidirectional Images and Its Application to 360-Degree Image Compression

VL4Pose: Active Learning Through Out-Of-Distribution Detection For Pose Estimation

Human- and machine-centred designs of molecules and materials for sustainability and decarbonization