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Academic · 1 min

PCA-VAE: Differentiable Subspace Quantization without Codebook Collapse

arXiv:2602.18904v1 Announce Type: new Abstract: Vector-quantized autoencoders deliver high-fidelity latents but suffer inherent flaws: the quantizer is non-differentiable, requires straight-through hacks, and is prone to …

Hao Lu, Onur C. Koyun, Yongxin Guo, Zhengjie Zhu, Abbas Alili, Metin Nafi Gurcan
4 views
News · 1 min

The sudden return of summary reversals

Nuts and Bolts is a recurring series by Stephen Wermiel providing insights into the mechanics of how the Supreme Court works. A Supreme Court shortcut …

Stephen Wermiel
11 views
News · 1 min

Standing in and after Bost

Controlling Opinions is a recurring series by Richard Re that explores the interaction of law, ideology, and discretion at the Supreme Court. The Supreme Court’s …

Richard Re
10 views
News · 1 min

SCOTUStoday for Tuesday, February 24

On this day in 1803, the Supreme Court released its ruling in Marbury v. Madison, which established the principle of judicial review (or did it?). …

Kelsey Dallas
10 views
Law Review · 1 min

In Defense of Substantive Due Process

Introduction Originalism has a branding and substance problem.[1] If originalism is what it purports to be—impartial and value-free enforcement of the Founders’ intention and “the …

Maureen A. Edobor
12 views
Law Review · 1 min

Chill

Introduction No concept is more pervasive in the law of freedom of speech than chill.[1] The chilled speech doctrine guards against self-censorship: it permits First …

Alex Chemerinsky
11 views