Balancing the AI Strength of Roles in Self-Play Training with Regret Matching+

no code implementations • 23 Jan 2024 • Xiaoxi Wang

When training artificial intelligence for games encompassing multiple roles, the development of a generalized model capable of controlling any character within the game presents a viable option.

Meta R-CNN : Towards General Solver for Instance-level Few-shot Learning

no code implementations • 28 Sep 2019 • Xiaopeng Yan, Ziliang Chen, Anni Xu, Xiaoxi Wang, Xiaodan Liang, Liang Lin

Resembling the rapid learning capability of human, few-shot learning empowers vision systems to understand new concepts by training with few samples.

Few-Shot Learning Few-Shot Object Detection +3

Multivariate-Information Adversarial Ensemble for Scalable Joint Distribution Matching

1 code implementation • 8 Jul 2019 • Ziliang Chen, Zhanfu Yang, Xiaoxi Wang, Xiaodan Liang, Xiaopeng Yan, Guanbin Li, Liang Lin

A broad range of cross-$m$-domain generation researches boil down to matching a joint distribution by deep generative models (DGMs).

Recognize Foreign Low-Frequency Words with Similar Pairs

no code implementations • 16 Jun 2015 • Xi Ma, Xiaoxi Wang, Dong Wang, Zhiyong Zhang

We also employ this approach to deal with out-of-language words in the task of multi-lingual speech recognition.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +2