Lu Chongkai

### What is the problem this feature will solve? The argument name `format_shape` in `ActionDataPreprocessor` can be misleading: https://github.com/open-mmlab/mmaction2/blob/4d6c93474730cad2f25e51109adcf96824efc7a3/mmaction/models/data_preprocessors/data_preprocessor.py#L30-L37 This name is identical to `Transforms.FormatShape`: https://github.com/open-mmlab/mmaction2/blob/4d6c93474730cad2f25e51109adcf96824efc7a3/mmaction/datasets/transforms/formatting.py#L200-L204 However, the context and...

Implementation of BasicTAD

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## Motivation Implement [BasicTAD](https://arxiv.org/pdf/2205.02717.pdf). BasicTAD's main contribution is not in inventing complex modules, but in utilizing a modular architecture for temporal action detection tasks. As a result, the implementation of...

The claimed improvement from actionness regression does not seem to materialize based on my implementation using this code repository. The results with and without actionness regression are very similar. Upon...

Don't support tensorflow Datasets when use validation

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Currently, it seems this tool suppose validation to be NumPy arrays or Keras generator, while the tensorflow.data.Dataset is also one of the most frequently used input data structure which is...

I know there is a "plot interpretation" section already. But I still cannot get the idea about what your callback did and what is the meaning of the plot. Why...

Tried to get the DOI of a conference paper named _"Deep residual learning for image recognition"_ which is one the mostly cited papers in the world, and it failed: But...

### Describe the feature 与#220 类似，但是逻辑是相反的，且更有意义。因为**会议集名称（Proceeding Title）往往会被提供，而会议名称(Conference Name)往往是空的那个**。这是因为bibtex格式下对会议文章只会提供一个booktitle field，而booktitle对应的是Proceeding Title。大多数会议文章的bibtex metadata如下所示： 即便考虑biblatex格式，那也是两者同时会被提供。这就是说，不管是bibtex还是biblatex，Proceeding Title总是不为空，要空也是Conference Name。 | | Proceedings Title | Conference Name | |--------------|-------------------|-----------------| | **bibtex** | ✅ | ❌ |...