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multimodal-depression-from-video
Official source code for the paper: "Reading Between the Frames Multi-Modal Non-Verbal Depression Detection in Videos"
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Experiments before final experiments
#45
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cosmaadrian
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1 year ago
cosmaadrian
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1 year ago
[x] Exploring different schedulers & learning rates for the baseline model
[x] Check if the perceiver is learning something, check if the same batch size works for it
[x] Ablation study on number of windows for perceiver, check if it works
[x] Small ablation on presence_threshold, maybe lower is better (more data), or maybe higher is better (more quality)
[x] Ablation on the modalities. Which combination works better?