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Cycle Text-To-Image GAN with BERT
Image generation from their respective captions, building on state-of-the-art GAN architectures.
generative-adversarial-networks bert transformers image-to-text
A Survey of Long-Term Context in Transformers
Over the past two years the NLP community has developed a veritable zoo of methods to combat expensive multi-head self-attention.
transformers multi-head-attention attention natural-language-processing
Talking-Heads Attention
A variation on multi-head attention which includes linear projections across the attention-heads dimension, immediately before and after the softmax ...
multi-head-attention talking-heads-attention attention transformers
Custom Classifier on Top of Bert-like Language Model
Take pre-trained language model and build custom classifier on top of it.
bert language-modeling pytorch pytorch-lightning
Visual Paper Summary: ALBERT(A Lite BERT)
An illustrated summary of ALBERT paper and how it improves BERT and makes it resource efficient
albert bert transformers natural-language-processing
Show, Infer & Tell: Contextual Inference for Creative Captioning
The beauty of the work lies in the way it architects the fundamental idea that humans look at the overall image and then individual pieces of it.
image-captioning deep-learning recurrent-neural-networks attention
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