195 citations · 817 across the 25 of their papers we have counts for
25 papers
Achieving Human Parity on Visual Question Answering
Ming Yan, Haiyang Xu, Chenliang Li +14
The Visual Question Answering (VQA) task utilizes both visual image and language analysis to answer a textual question with respect to an image. It has been a popular research topi…
Optimizing Alignment of Speech and Language Latent Spaces for End-to-End Speech Recognition and Understanding
Wei Wang, Shuo Ren, Yao Qian +4
The advances in attention-based encoder-decoder (AED) networks have brought great progress to end-to-end (E2E) automatic speech recognition (ASR). One way to further improve the pe…
Sentence Semantic Regression for Text Generation
Wei Wang, Piji Li, Hai-Tao Zheng
Recall the classical text generation works, the generation framework can be briefly divided into two phases: \textbf{idea reasoning} and \textbf{surface realization}. The target of…
Self-supervised and Supervised Joint Training for Resource-rich Machine Translation
Yong Cheng, Wei Wang, Lu Jiang +1
Self-supervised pre-training of text representations has been successfully applied to low-resource Neural Machine Translation (NMT). However, it usually fails to achieve notable ga…
From Distributed Machine Learning To Federated Learning: In The View Of Data Privacy And Security
Sheng Shen, Tianqing Zhu, Di Wu +2
Federated learning is an improved version of distributed machine learning that further offloads operations which would usually be performed by a central server. The server becomes…
Exploring the parameter reusability of CNN
Wei Wang, Lin Cheng, Yanjie Zhu +1
In recent times, using small data to train networks has become a hot topic in the field of deep learning. Reusing pre-trained parameters is one of the most important strategies to…