Papers by Jai Prakash Gupta
Are Pretrained Convolutions Better than Pretrained Transformers? (2021.acl-long)
Copied to clipboard
| Challenge: | Recent research has shown promise in entirely convolutional, or CNN, architectures, but they have not been explored using the pre-train-fine-tune paradigm. |
| Approach: | They propose to use the pre-train-fine-tune paradigm to study convolutional models. |
| Outcome: | The proposed architectures outperform Transformers in certain scenarios, but with caveats. |