Search Results for author: Li Miao

Found 3 papers, 1 papers with code

RAFIC: Retrieval-Augmented Few-shot Image Classification

1 code implementation11 Dec 2023 Hangfei Lin, Li Miao, Amir Ziai

Few-shot image classification is the task of classifying unseen images to one of N mutually exclusive classes, using only a small number of training examples for each class.

Classification Few-Shot Image Classification +2

Quantum Generative Modeling of Sequential Data with Trainable Token Embedding

no code implementations8 Nov 2023 Wanda Hou, Li Miao, Yi-Zhuang You

Generative models are a class of machine learning models that aim to learn the underlying probability distribution of data.

Multilingual Transformer Language Model for Speech Recognition in Low-resource Languages

no code implementations8 Sep 2022 Li Miao, Jian Wu, Piyush Behre, Shuangyu Chang, Sarangarajan Parthasarathy

It is challenging to train and deploy Transformer LMs for hybrid speech recognition 2nd pass re-ranking in low-resource languages due to (1) data scarcity in low-resource languages, (2) expensive computing costs for training and refreshing 100+ monolingual models, and (3) hosting inefficiency considering sparse traffic.

Language Modelling Re-Ranking +2

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