Finding the task-optimal low-bit sub-distribution in deep neural networks

R Dong, Z Tan, M Wu, L Zhang… - … Conference on Machine …, 2022 - proceedings.mlr.press
Quantized neural networks typically require smaller memory footprints and lower
computation complexity, which is crucial for efficient deployment. However, quantization …

[KNIHA][B] Towards Adaptive Active Visual Agents

R Benmalek - 2022 - search.proquest.com
In recent years, deep learning has driven a series of major advances across machine
learning. As a result, vision and language systems have started to be broadly adapted in …