2 papers
cs.LG2021
Memory Efficient Adaptive Attention For Multiple Domain Learning
Himanshu Pradeep Aswani, Abhiraj Sunil Kanse, Shubhang Bhatnagar +1
Training CNNs from scratch on new domains typically demands large numbers of labeled images and computations, which is not suitable for low-power hardware. One way to reduce these…
cs.LG2020
Activation Functions: Do They Represent A Trade-Off Between Modular Nature of Neural Networks And Task Performance
Himanshu Pradeep Aswani, Amit Sethi
Current research suggests that the key factors in designing neural network architectures involve choosing number of filters for every convolution layer, number of hidden neurons fo…