Parameter-Efficient Transfer Learning for Audio-Visual-Language Tasks

Author:

Liu Hongye1ORCID,Xie Xianhai2ORCID,Gao Yang2ORCID,Yu Zhou3ORCID

Affiliation:

1. School of Mechanical and Electrical Engineering, China JiLiang University, Hangzhou, China

2. Kuaishou Technology, Hangzhou, China

3. School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China

Funder

National Natural Science Foundation of China

Zhejiang Provincial Natural Science Foundation of China

Publisher

ACM

Reference81 articles.

1. Hassan Akbari , Liangzhe Yuan , Rui Qian , Wei-Hong Chuang , Shih-Fu Chang , Yin Cui , and Boqing Gong . 2021 . Vatt: Transformers for multimodal self-supervised learning from raw video, audio and text. NIPS (2021). Hassan Akbari, Liangzhe Yuan, Rui Qian, Wei-Hong Chuang, Shih-Fu Chang, Yin Cui, and Boqing Gong. 2021. Vatt: Transformers for multimodal self-supervised learning from raw video, audio and text. NIPS (2021).

2. Jean-Baptiste Alayrac Jeff Donahue Pauline Luc Antoine Miech Iain Barr Yana Hasson Karel Lenc Arthur Mensch Katie Millican Malcolm Reynolds etal 2022. Flamingo: a visual language model for few-shot learning. arXiv preprint arXiv:2204.14198 (2022). Jean-Baptiste Alayrac Jeff Donahue Pauline Luc Antoine Miech Iain Barr Yana Hasson Karel Lenc Arthur Mensch Katie Millican Malcolm Reynolds et al. 2022. Flamingo: a visual language model for few-shot learning. arXiv preprint arXiv:2204.14198 (2022).

3. Stanislaw Antol , Aishwarya Agrawal , Jiasen Lu , Margaret Mitchell , Dhruv Batra , C Lawrence Zitnick , and Devi Parikh . 2015 . Vqa: Visual question answering. In ICCV. Stanislaw Antol, Aishwarya Agrawal, Jiasen Lu, Margaret Mitchell, Dhruv Batra, C Lawrence Zitnick, and Devi Parikh. 2015. Vqa: Visual question answering. In ICCV.

4. Hangbo Bao , Wenhui Wang , Li Dong , Qiang Liu , Owais Khan Mohammed , Kriti Aggarwal, Subhojit Som, and Furu Wei. 2021 . Vlmo : Unified vision-language pre-training with mixture-of-modality-experts. arXiv preprint arXiv:2111.02358 (2021). Hangbo Bao, Wenhui Wang, Li Dong, Qiang Liu, Owais Khan Mohammed, Kriti Aggarwal, Subhojit Som, and Furu Wei. 2021. Vlmo: Unified vision-language pre-training with mixture-of-modality-experts. arXiv preprint arXiv:2111.02358 (2021).

5. Hao Chen , Ran Tao , Han Zhang , Yidong Wang , Wei Ye , Jindong Wang , Guosheng Hu , and Marios Savvides . 2022. Conv-Adapter: Exploring Parameter Efficient Transfer Learning for ConvNets. arXiv preprint arXiv:2208.07463 ( 2022 ). Hao Chen, Ran Tao, Han Zhang, Yidong Wang, Wei Ye, Jindong Wang, Guosheng Hu, and Marios Savvides. 2022. Conv-Adapter: Exploring Parameter Efficient Transfer Learning for ConvNets. arXiv preprint arXiv:2208.07463 (2022).

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