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Showing signals surfaced by Tanishq Mathew Abraham, Ph.D. ×
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Established AI field signal Signal 5d ago
⚡ 321 h early

SIGReg from First Principles

2 directory members surfaced this signal.

2 experts 1 community 1 sources clustered
Tanishq Mathew Abraham, Ph.D. Sung Kim

“This is a *really* good blog post by @reza_byt about how SIGReg works (the main component of @ylecun's LeJEPA) link: https://t.co/vqzq8wzvzj https://t.co/X0SiDvkvFM”

“"SIGReg" total loss = prediction + λ·SIGReg The encoder gets gradients from both terms; the predictor gets gradients from the prediction term only. No alternating updates, no stop-gradients, no two-timescale tricks. rezabyt.github.io/blogposts/si...”

Primary source rezabyt.github.io ↗