2 papers
cs.CV2024
Brain-like emergent properties in deep networks: impact of network architecture, datasets and training
Niranjan Rajesh, Georgin Jacob, SP Arun
Despite the rapid pace at which deep networks are improving on standardized vision benchmarks, they are still outperformed by humans on real-world vision tasks. One solution to thi…
cs.LG2023
Developmental Pretraining (DPT) for Image Classification Networks
Niranjan Rajesh, Debayan Gupta
In the backdrop of increasing data requirements of Deep Neural Networks for object recognition that is growing more untenable by the day, we present Developmental PreTraining (DPT)…