there is no adversarial network, nor any image loss, robustness with regards to JPEG is done by stopping the gradient (see Towards Robust Deep Hiding Under Non-Differentiable Distortions for Practical ...

COCO + Objects365 in the table means finetuned model on COCO using pretrained weights trained on Objects365.

Secondly, we investigate the varying receptive fields of different encoder layers, with higher layers emphasizing diagonalization of attention matrices. Building upon this insight, we propose a Layer ...

Finally understand how encoder blocks work in transformers, with a step-by-step guide that makes it all click. #AI #EncoderDecoder #NeuralNetworks Gov. Whitmer Responds as Trump Considers Kidnap ...

Therefore, this study introduces the single-layer Transformer Convolutional Encoder algorithm (STCE), an improved version of the traditional transformer encoder. STCE is computationally efficient and ...