10 citations · 17 across the 12 of their papers we have counts for
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cs.CV2024
Towards Task-Compatible Compressible Representations
Anderson de Andrade, Ivan Bajić
We identify an issue in multi-task learnable compression, in which a representation learned for one task does not positively contribute to the rate-distortion performance of a diff…
cs.CV2022
Rate-Distortion in Image Coding for Machines
Alon Harell, Anderson De Andrade, Ivan V. Bajic
In recent years, there has been a sharp increase in transmission of images to remote servers specifically for the purpose of computer vision. In many applications, such as surveill…
cs.CV2019★ 10 cited
Best Practices for Convolutional Neural Networks Applied to Object Recognition in Images
Anderson de Andrade
This research project studies the impact of convolutional neural networks (CNN) in image classification tasks. We explore different architectures and training configurations with t…