output
20182026
most citedREFUGE Challenge: A Unified Framework for Evaluating Automated Methods for Glaucoma Assessment from Fundus Photographs

858 citations

Showing 2019Show all

7 papers · 1 filter

cs.CV2019★ 13 cited

Action Recognition via Pose-Based Graph Convolutional Networks with Intermediate Dense Supervision

Lei Shi, Yifan Zhang, Jian Cheng +1

Pose-based action recognition has drawn considerable attention recently. Existing methods exploit the joint positions to extract the body-part features from the activation map of t…

cs.CL2019★ 2 cited

Neural Machine Translation with Explicit Phrase Alignment

Jiacheng Zhang, Huanbo Luan, Maosong Sun +3

While neural machine translation (NMT) has achieved state-of-the-art translation performance, it is unable to capture the alignment between the input and output during the translat…

eess.AS2019★ 17 cited

Unsupervised Representation Learning with Future Observation Prediction for Speech Emotion Recognition

Zheng Lian, Jianhua Tao, Bin Liu +1

Prior works on speech emotion recognition utilize various unsupervised learning approaches to deal with low-resource samples. However, these methods pay less attention to modeling…

cs.CL2019★ 33 cited

Conversational Emotion Analysis via Attention Mechanisms

Zheng Lian, Jianhua Tao, Bin Liu +1

Different from the emotion recognition in individual utterances, we propose a multimodal learning framework using relation and dependencies among the utterances for conversational…

cs.CV2019★ 858 cited

REFUGE Challenge: A Unified Framework for Evaluating Automated Methods for Glaucoma Assessment from Fundus Photographs

José Ignacio Orlando, Huazhu Fu, João Barbossa Breda +28

Glaucoma is one of the leading causes of irreversible but preventable blindness in working age populations. Color fundus photography (CFP) is the most cost-effective imaging modali…

eess.AS2019★ 85 cited

Self-Attention Transducers for End-to-End Speech Recognition

Zhengkun Tian, Jiangyan Yi, Jianhua Tao +2

Recurrent neural network transducers (RNN-T) have been successfully applied in end-to-end speech recognition. However, the recurrent structure makes it difficult for parallelizatio…

cs.CV2019★ 10 cited

PVRED: A Position-Velocity Recurrent Encoder-Decoder for Human Motion Prediction

Hongsong Wang, Jian Dong, Bin Cheng +1

Human motion prediction, which aims to predict future human poses given past poses, has recently seen increased interest. Many recent approaches are based on Recurrent Neural Netwo…