1 code implementation • 11 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.
no code implementations • 8 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.
no code implementations • 8 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.