I made an interactive blog post about how JPEG image compression works:
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"The Truth Lies Somewhere in the Middle (of the Generated Tokens)" In autoregressive language models, mean pooling hidden states across generation yields better representations than any token alone. project page: w/ Phillip Isola and Brian Cheung ✈️ 🇰🇷 ICML
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LLMs, trained only on text, might already know more about other modalities than we realized; we just need to find ways elicit it. project page: w/ Phillip Isola and Brian Cheung