128 citations · 242 across the 13 of their papers we have counts for
Showing 2021Show all
3 papers · 1 filter
cs.CV2021★ 1 cited
Auto-Parsing Network for Image Captioning and Visual Question Answering
Xu Yang, Chongyang Gao, Hanwang Zhang +1
We propose an Auto-Parsing Network (APN) to discover and exploit the input data's hidden tree structures for improving the effectiveness of the Transformer-based vision-language sy…
cs.CV2021
Towards Unbiased Visual Emotion Recognition via Causal Intervention
Yuedong Chen, Xu Yang, Tat-Jen Cham +1
Although much progress has been made in visual emotion recognition, researchers have realized that modern deep networks tend to exploit dataset characteristics to learn spurious st…
cs.CV2021★ 5 cited
Causal Attention for Vision-Language Tasks
Xu Yang, Hanwang Zhang, Guojun Qi +1
We present a novel attention mechanism: Causal Attention (CATT), to remove the ever-elusive confounding effect in existing attention-based vision-language models. This effect cause…