86 citations · 97 across the 4 of their papers we have counts for
4 papers
VizSeq: A Visual Analysis Toolkit for Text Generation Tasks
Changhan Wang, Anirudh Jain, Danlu Chen +1
Automatic evaluation of text generation tasks (e.g. machine translation, text summarization, image captioning and video description) usually relies heavily on task-specific metrics…
Predictive Ensemble Learning with Application to Scene Text Detection
Danlu Chen, Xu-Yao Zhang, Wei Zhang +3
Deep learning based approaches have achieved significant progresses in different tasks like classification, detection, segmentation, and so on. Ensemble learning is widely known to…
Memory-Efficient Implementation of DenseNets
Geoff Pleiss, Danlu Chen, Gao Huang +3
The DenseNet architecture is highly computationally efficient as a result of feature reuse. However, a naive DenseNet implementation can require a significant amount of GPU memory:…
Cached Long Short-Term Memory Neural Networks for Document-Level Sentiment Classification
Jiacheng Xu, Danlu Chen, Xipeng Qiu +1
Recently, neural networks have achieved great success on sentiment classification due to their ability to alleviate feature engineering. However, one of the remaining challenges is…