140 citations · 919 across the 60 of their papers we have counts for
4 papers · 2 filters
CMCGAN: A Uniform Framework for Cross-Modal Visual-Audio Mutual Generation
Wangli Hao, Zhaoxiang Zhang, He Guan
Visual and audio modalities are two symbiotic modalities underlying videos, which contain both common and complementary information. If they can be mined and fused sufficiently, pe…
Integrating both Visual and Audio Cues for Enhanced Video Caption
Wangli Hao, Zhaoxiang Zhang, He Guan +1
Video caption refers to generating a descriptive sentence for a specific short video clip automatically, which has achieved remarkable success recently. However, most of the existi…
Rethink ReLU to Training Better CNNs
Gangming Zhao, Zhaoxiang Zhang, He Guan +2
Most of convolutional neural networks share the same characteristic: each convolutional layer is followed by a nonlinear activation layer where Rectified Linear Unit (ReLU) is the…
DarkRank: Accelerating Deep Metric Learning via Cross Sample Similarities Transfer
Yuntao Chen, Naiyan Wang, Zhaoxiang Zhang
We have witnessed rapid evolution of deep neural network architecture design in the past years. These latest progresses greatly facilitate the developments in various areas such as…