284 citations · 637 across the 43 of their papers we have counts for
4 papers · 1 filter
An End-to-End Audio Classification System based on Raw Waveforms and Mix-Training Strategy
Jiaxu Chen, Jing Hao, Kai Chen +3
Audio classification can distinguish different kinds of sounds, which is helpful for intelligent applications in daily life. However, it remains a challenging task since the sound…
UG Track 2: A Collective Benchmark Effort for Evaluating and Advancing Image Understanding in Poor Visibility Environments
Ye Yuan, Wenhan Yang, Wenqi Ren +3
The UG challenge in IEEE CVPR 2019 aims to evoke a comprehensive discussion and exploration about how low-level vision techniques can benefit the high-level automatic visual…
All You Need is a Few Shifts: Designing Efficient Convolutional Neural Networks for Image Classification
Weijie Chen, Di Xie, Yuan Zhang +1
Shift operation is an efficient alternative over depthwise separable convolution. However, it is still bottlenecked by its implementation manner, namely memory movement. To put thi…
Collaborative Spatio-temporal Feature Learning for Video Action Recognition
Chao Li, Qiaoyong Zhong, Di Xie +1
Spatio-temporal feature learning is of central importance for action recognition in videos. Existing deep neural network models either learn spatial and temporal features independe…