The goal of the Kinetics dataset is to help the computer vision and machine learning communities advance models for video understanding. Given this large human action classification dataset, it may be possible to learn powerful video representations that transfer to different video tasks.
The transgender community is not a sub-department of LGBTQ culture. It is the living engine of its most radical and beautiful ideals: that identity is a journey, not a sentence; that chosen family is as real as blood; that authenticity is worth the risk of rejection.
The search results for your query primarily return a mix of academic "proper papers" (published by the Royal Society of Chemistry) and adult entertainment listings from sources like the Washington City Paper.
There is a stark contrast between the booming interest in adult trans media and the state of mainstream scripted entertainment:
While many LGB youth face rejection, trans youth face it at catastrophic rates. Up to 40% of homeless youth identify as LGBTQ, and a disproportionate number of those are transgender. Chosen family—a cornerstone of LGBTQ culture —is not a fun concept for trans people; it is a survival mechanism.
Transgender individuals are not just participants in this culture; they are .
The transgender community is not a sub-department of LGBTQ culture. It is the living engine of its most radical and beautiful ideals: that identity is a journey, not a sentence; that chosen family is as real as blood; that authenticity is worth the risk of rejection.
The search results for your query primarily return a mix of academic "proper papers" (published by the Royal Society of Chemistry) and adult entertainment listings from sources like the Washington City Paper.
There is a stark contrast between the booming interest in adult trans media and the state of mainstream scripted entertainment:
While many LGB youth face rejection, trans youth face it at catastrophic rates. Up to 40% of homeless youth identify as LGBTQ, and a disproportionate number of those are transgender. Chosen family—a cornerstone of LGBTQ culture —is not a fun concept for trans people; it is a survival mechanism.
Transgender individuals are not just participants in this culture; they are .
1. Possible to use ImageNet checkpoints?
We allow finetuning from public ImageNet checkpoints for the supervised track -- but a link to the specific checkpoint should be provided with each submission.
2. Possible to use optical flow?
Flow can be used as long as not trained on external datasets, except if they are synthetic.
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3. Can we train on test data without labels (e.g. transductive)?
No.
The transgender community is not a sub-department of
4. Can we use semantic class label information?
Yes, for the supervised track.
There is a stark contrast between the booming
5. Will there be special tracks for methods using fewer FLOPs / small models or just RGB vs RGB+Audio in the self-supervised track?
We will ask participants to provide the total number of model parameters and the modalities used and plan to create special mentions for those doing well in each setting, but not specific tracks.