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dgcnz / FACT

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Open dgcnz opened 8 months ago

dgcnz commented 8 months ago

~Using L1 regularization instead L2 to induce more sparseness/interpretability~
~Measure causality of final linear layer~
Explicitly limit the residual component in PCBM-h
Test finetuned CLIP in medical domain with custom concepts: https://huggingface.co/datasets/alkzar90/NIH-Chest-X-ray-dataset
[ ] try multimodal audio models/test for audio classification
[ ] random projection
[ ] complexity measures

Nesta-gitU commented 8 months ago

Using L1 regularization instead L2 to induce more sparseness/interpretability

Measure causality of final linear layer

Test for audio classification

l1 already used because we have l1_ratio of 0.99