3 citations · 3 across the 2 of their papers we have counts for
4 papers · 1 filter
Investigation of Architectures and Receptive Fields for Appearance-based Gaze Estimation
Yunhan Wang, Xiangwei Shi, Shalini De Mello +2
With the rapid development of deep learning technology in the past decade, appearance-based gaze estimation has attracted great attention from both computer vision and human-comput…
Zoom-CAM: Generating Fine-grained Pixel Annotations from Image Labels
Xiangwei Shi, Seyran Khademi, Yunqiang Li +1
Current weakly supervised object localization and segmentation rely on class-discriminative visualization techniques to generate pseudo-labels for pixel-level training. Such visual…
WeightAlign: Normalizing Activations by Weight Alignment
Xiangwei Shi, Yunqiang Li, Xin Liu +1
Batch normalization (BN) allows training very deep networks by normalizing activations by mini-batch sample statistics which renders BN unstable for small batch sizes. Current smal…
Deep Visual City Recognition Visualization
Xiangwei Shi, Seyran Khademi, Jan van Gemert
Understanding how cities visually differ from each others is interesting for planners, residents, and historians. We investigate the interpretation of deep features learned by conv…