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Liyi Zhang

What Should Embeddings Embed? Autoregressive Models Represent Latent Generating Distributions

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Jun 06, 2024
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Analyzing the Benefits of Prototypes for Semi-Supervised Category Learning

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Jun 04, 2024
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Using Contrastive Learning with Generative Similarity to Learn Spaces that Capture Human Inductive Biases

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May 29, 2024
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Deep de Finetti: Recovering Topic Distributions from Large Language Models

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Dec 21, 2023
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Transport Score Climbing: Variational Inference Using Forward KL and Adaptive Neural Transport

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Feb 07, 2022
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Variational Combinatorial Sequential Monte Carlo Methods for Bayesian Phylogenetic Inference

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Jun 17, 2021
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