sentence1: with the recent development of deep learning , it has been observed that simply extracting neural activations from a pre-trained cnn model achieves significantly better performance .
sentence2: with the recent advent of large datasets , prior work has shown that deep neural networks trained on these large datasets can enable easy transfer to new tasks via fine-tuning .