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View Code? Open in Web Editor NEWCross-task Attention Mechanism for Dense Multi-task Learning (WACV 2023)
License: Apache License 2.0
Cross-task Attention Mechanism for Dense Multi-task Learning (WACV 2023)
License: Apache License 2.0
congratulations for great job
for the easy apply to many other experiments on multitask learning, can you provide the independent code of xTAM module?
for example: given x (B, C, H, W), y (B, C, H, W) are features of semantic and depth respectively, how I can build xTAM(x, y)?
I'm interesting in it
Thank you for your great work. May I ask how to use images for simple inference?It seems that only evaluation and training can be done now.
Thanks for your inspiring work.
I find that you construct the Cross-task Attention module in ours_xatt.py. It seems that this module is composed of SxTAM and CxTAM. In the SxTAM module, the cross-attention between x and y is computed. But there is no self-attn or sigmoid function in the SxTAM class (from the xTAM module of the paper) and I can not find the CxTAM function in your code base.
**{f'CxTAM_{s}': CxTAM() if self.use_CxTAM else nn.Identity() for s in others(t)},
Use ECA or SE attention?
when I run
python main.py \
--base=configs/da/sy2cs/fs_bs2.yml \
--config configs/da/sy2cs/resnet101_ours_SD.yml
Traceback (most recent call last):
File "main.py", line 2, in <module>
from utils.logs import cpprint
ModuleNotFoundError: No module named 'utils.logs'
I think utils miss logs module.
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