1.4k citations · 4.4k across the 74 of their papers we have counts for
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Joint Learning of Visual-Audio Saliency Prediction and Sound Source Localization on Multi-face Videos
Minglang Qiao, Yufan Liu, Mai Xu +4
Visual and audio events simultaneously occur and both attract attention. However, most existing saliency prediction works ignore the influence of audio and only consider vision mod…
Learning to Predict Salient Faces: A Novel Visual-Audio Saliency Model
Yufan Liu, Minglang Qiao, Mai Xu +3
Recently, video streams have occupied a large proportion of Internet traffic, most of which contain human faces. Hence, it is necessary to predict saliency on multiple-face videos,…
Contemplating real-world object classification
Ali Borji
Deep object recognition models have been very successful over benchmark datasets such as ImageNet. How accurate and robust are they to distribution shifts arising from natural and…
Enhancing sensor resolution improves CNN accuracy given the same number of parameters or FLOPS
Ali Borji
High image resolution is critical to obtain a good performance in many computer vision applications. Computational complexity of CNNs, however, grows significantly with the increas…
Pros and Cons of GAN Evaluation Measures: New Developments
Ali Borji
This work is an update of a previous paper on the same topic published a few years ago. With the dramatic progress in generative modeling, a suite of new quantitative and qualitati…