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09/21/2023
Word Embedding with Neural Probabilistic Prior
To improve word representation learning, we propose a probabilistic prio...
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01/23/2023
A Tale of Two Latent Flows: Learning Latent Space Normalizing Flow with Short-run Langevin Flow for Approximate Inference
We study a normalizing flow in the latent space of a top-down generator ...
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10/19/2022
Prompting through Prototype: A Prototype-based Prompt Learning on Pretrained Vision-Language Models
Prompt learning is a new learning paradigm which reformulates downstream...
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03/12/2020
Meta-CoTGAN: A Meta Cooperative Training Paradigm for Improving Adversarial Text Generation
Training generative models that can generate high-quality text with suff...
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11/11/2019