WPNAS: Neural Architecture Search by jointly using Weight Sharing and Predictor

no code implementations • 4 Mar 2022 • Ke Lin, Yong A, Zhuoxin Gan, Yingying Jiang

To increase the correctness of the evaluation of architectures, besides direct evaluation using the inherited weights, we further apply a few-shot predictor to assess the architecture on the other hand.

Neural Architecture Search

Semi-Supervised Learning for Video Captioning

no code implementations • Findings of the Association for Computational Linguistics 2020 • Ke Lin, Zhuoxin Gan, LiWei Wang

In the proposed study, we make the first attempt to train the video captioning model on labeled data and unlabeled data jointly, in a semi-supervised learning manner.

Video Captioning

Multi-modal Feature Fusion with Feature Attention for VATEX Captioning Challenge 2020

no code implementations • 5 Jun 2020 • Ke Lin, Zhuoxin Gan, Li-Wei Wang

This report describes our model for VATEX Captioning Challenge 2020.