BNM
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code of Towards Discriminability and Diversity: Batch Nuclear-norm Maximization under Label Insufficient Situations (CVPR2020 oral)
Bumps [numpy](https://github.com/numpy/numpy) from 1.17.2 to 1.22.0. Release notes Sourced from numpy's releases. v1.22.0 NumPy 1.22.0 Release Notes NumPy 1.22.0 is a big release featuring the work of 153 contributors spread...
Bumps [numpy](https://github.com/numpy/numpy) from 1.17.2 to 1.22.0. Release notes Sourced from numpy's releases. v1.22.0 NumPy 1.22.0 Release Notes NumPy 1.22.0 is a big release featuring the work of 153 contributors spread...
Bumps [pillow](https://github.com/python-pillow/Pillow) from 6.2.0 to 9.0.1. Release notes Sourced from pillow's releases. 9.0.1 https://pillow.readthedocs.io/en/stable/releasenotes/9.0.1.html Changes In show_file, use os.remove to remove temporary images. CVE-2022-24303 #6010 [@radarhere, @hugovk] Restrict builtins within...
Bumps [pillow](https://github.com/python-pillow/Pillow) from 6.2.0 to 9.0.1. Release notes Sourced from pillow's releases. 9.0.1 https://pillow.readthedocs.io/en/stable/releasenotes/9.0.1.html Changes In show_file, use os.remove to remove temporary images. CVE-2022-24303 #6010 [@radarhere, @hugovk] Restrict builtins within...
Hello, the diversity ratio is measured by the mean predicted category number dividing the mean ground-truth category number. Is there a code to calculate the diversity ratio? Thanks.
Hi and I am studying your approach with your implementation. My question is that in your paper you use (Equation 12) to compute the BNM loss, and the divisor is...
Hi, first of all , thanks for the code and your paper, it's really excellent work. And during the debug, i found the loss value is negative, is that right?...
Hi: I'm impressed by your paper and try to apply the BNM loss for domain adaptation problem. However, the torch.svd() function usually crush down, my batch-size and vector size is...
Tensor
Hello,if I have a Tensor with size [8,3,512,512], how can I compute BNM?
there is visda-2017 in DA/data/, but not training script in README file, does this code support training in the visda database?