Brian Cheung

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authored 8 papers 2 months ago

Straightening Out the Straight-Through Estimator: Overcoming Optimization Challenges in Vector Quantized Networks

Paper • 2305.08842 • Published May 15, 2023

Equivariant Contrastive Learning

Paper • 2111.00899 • Published Oct 28, 2021

Training Neural Networks from Scratch with Parallel Low-Rank Adapters

Paper • 2402.16828 • Published Feb 26, 2024 • 3

The Platonic Representation Hypothesis

Paper • 2405.07987 • Published May 13, 2024 • 3

System identification of neural systems: If we got it right, would we know?

Paper • 2302.06677 • Published Feb 13, 2023

Training the Untrainable: Introducing Inductive Bias via Representational Alignment

Paper • 2410.20035 • Published Oct 26, 2024

Fast Simultaneous Training of Generalized Linear Models (FaSTGLZ)

Paper • 1307.8430 • Published Jul 31, 2013

Words That Make Language Models Perceive

Paper • 2510.02425 • Published Oct 2 • 3

authored a paper over 2 years ago

Meta-Learning Update Rules for Unsupervised Representation Learning

Paper • 1804.00222 • Published Mar 31, 2018