Deconfounded Visual Question Generation with Causal Inference

Author:

Chen Jiali1ORCID,Guo Zhenjun1ORCID,Xie Jiayuan1ORCID,Cai Yi1ORCID,Li Qing2ORCID

Affiliation:

1. South China University of Technology, Guangzhou, China

2. Hong Kong Polytechnic University, Hong Kong, China

Funder

CAAI-Huawei MindSpore Open Fund

Fundamental Research Funds for the Central Universities, SCUT

Science and Technology Planning Project of Guangdong Province

National Natural Science Foundation of China

CCF-Zhipu AI Large Model Fund

Publisher

ACM

Reference59 articles.

1. Inferential Visual Question Generation

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3. Tom B. Brown , Benjamin Mann , Nick Ryder , Melanie Subbiah , Jared Kaplan , Prafulla Dhariwal , Arvind Neelakantan , Pranav Shyam , Girish Sastry , Amanda Askell , Sandhini Agarwal , Ariel Herbert-Voss , Gretchen Krueger , Tom Henighan , Rewon Child , Aditya Ramesh , Daniel M. Ziegler , Jeffrey Wu , Clemens Winter , Christopher Hesse , Mark Chen , Eric Sigler , Mateusz Litwin , Scott Gray , Benjamin Chess , Jack Clark , Christopher Berner , Sam McCandlish , Alec Radford , Ilya Sutskever , and Dario Amodei . 2020 . Language Models are Few-Shot Learners . In Proc. of NeurIPS, Hugo Larochelle, Marc'Aurelio Ranzato, Raia Hadsell, Maria-Florina Balcan, and Hsuan-Tien Lin (Eds.). Tom B. Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, Sandhini Agarwal, Ariel Herbert-Voss, Gretchen Krueger, Tom Henighan, Rewon Child, Aditya Ramesh, Daniel M. Ziegler, Jeffrey Wu, Clemens Winter, Christopher Hesse, Mark Chen, Eric Sigler, Mateusz Litwin, Scott Gray, Benjamin Chess, Jack Clark, Christopher Berner, Sam McCandlish, Alec Radford, Ilya Sutskever, and Dario Amodei. 2020. Language Models are Few-Shot Learners. In Proc. of NeurIPS, Hugo Larochelle, Marc'Aurelio Ranzato, Raia Hadsell, Maria-Florina Balcan, and Hsuan-Tien Lin (Eds.).

4. Towards Unbiased Visual Emotion Recognition via Causal Intervention

5. Junyoung Chung , Çaglar Gülçehre , KyungHyun Cho , and Yoshua Bengio . 2014. Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling. CoRR abs/1412.3555 ( 2014 ). Junyoung Chung, Çaglar Gülçehre, KyungHyun Cho, and Yoshua Bengio. 2014. Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling. CoRR abs/1412.3555 (2014).

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1. Diverse Visual Question Generation Based on Multiple Objects Selection;ACM Transactions on Multimedia Computing, Communications, and Applications;2024-03-08

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