pooling layer, and transformer encoder), giving little attention to the transformer decoder. However, we argue that its strong capability to capture contextual dependencies and generate accurate ...

deepspeed does not support gxx later than 10. Installing gxx_linux-64=9.3.0 in advance avoids reconfiguring the whole environment. conda install gxx_linux-64=9.3.0 ...

Finally, the optimized features are passed through the DINO’s transformer encoder, decoder, and prediction head to obtain ... We implement our method with PyTorch and train it on 4 NVIDIA Tesla A40 ...

Researchers from Nanjing University and ByteDance Seed Vision introduce the Decoupled Diffusion Transformer (DDT), which separates the model into a dedicated condition encoder for semantic extraction ...