2 papers
stat.ML2025
Exploring specialization and sensitivity of convolutional neural networks in the context of simultaneous image augmentations
Pavel Kharyuk, Sergey Matveev, Ivan Oseledets
Drawing parallels with the way biological networks are studied, we adapt the treatment--control paradigm to explainable artificial intelligence research and enrich it through multi…
cs.PF2020
LETI: Latency Estimation Tool and Investigation of Neural Networks inference on Mobile GPU
Evgeny Ponomarev, Sergey Matveev, Ivan Oseledets
A lot of deep learning applications are desired to be run on mobile devices. Both accuracy and inference time are meaningful for a lot of them. While the number of FLOPs is usually…