no code implementations • 21 Feb 2021 • Dalu Guo, DaCheng Tao
Experimental results on the VQA v2. 0 validation dataset demonstrate the effectiveness of our proposed attribute network and the constraint between answers and their corresponding attributes, as well as the ability of our method to handle the answers with few training examples.
no code implementations • 23 Jul 2019 • Dalu Guo, Chang Xu, DaCheng Tao
The question-graph exchanges information between these output nodes from image-graph to amplify the implicit yet important relationship between objects.
Ranked #16 on Visual Question Answering (VQA) on VQA v2 test-std
no code implementations • CVPR 2019 • Dalu Guo, Chang Xu, DaCheng Tao
Afterward, in the second stage, answers with high probability of being correct are re-ranked by synergizing with image and question.
Ranked #57 on Visual Dialog on Visual Dialog v1.0 test-std