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09/15/2023
Replacing softmax with ReLU in Vision Transformers
Previous research observed accuracy degradation when replacing the atten...
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08/02/2023
OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models
We introduce OpenFlamingo, a family of autoregressive vision-language mo...
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07/31/2023
Guiding Image Captioning Models Toward More Specific Captions
Image captioning is conventionally formulated as the task of generating ...
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03/10/2022
Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time
The conventional recipe for maximizing model accuracy is to (1) train mu...
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10/30/2020
What's in a Loss Function for Image Classification?
It is common to use the softmax cross-entropy loss to train neural netwo...
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05/23/2018
