Nanyi Fei

According to our database, Nanyi Fei authored at least 25 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Leveraging Large Vision-Language Model as User Intent-aware Encoder for Composed Image Retrieval.

Zelong Sun, Dong Jing, Guoxing Yang, Nanyi Fei, Zhiwu Lu

CoRR, 2024

Awaker2.5-VL: Stably Scaling MLLMs with Parameter-Efficient Mixture of Experts.

Jinqiang Long, Yanqi Dai, Guoxing Yang, Hongpeng Lin, Nanyi Fei, Yizhao Gao, Zhiwu Lu

CoRR, 2024

CoTBal: Comprehensive Task Balancing for Multi-Task Visual Instruction Tuning.

Yanqi Dai, Dong Jing, Nanyi Fei, Zhiwu Lu

CoRR, 2024

VDT: General-purpose Video Diffusion Transformers via Mask Modeling.

Haoyu Lu, Guoxing Yang, Nanyi Fei, Yuqi Huo, Zhiwu Lu, Ping Luo, Mingyu Ding

Proceedings of the Twelfth International Conference on Learning Representations, 2024

VEMO: A Versatile Elastic Multi-modal Model for Search-Oriented Multi-task Learning.

Nanyi Fei, Hao Jiang, Haoyu Lu, Jinqiang Long, Yanqi Dai, Tuo Fan, Zhao Cao, Zhiwu Lu

Proceedings of the Advances in Information Retrieval, 2024

2023

Cross-modal Contrastive Learning for Generalizable and Efficient Image-text Retrieval.

Haoyu Lu, Yuqi Huo, Mingyu Ding, Nanyi Fei, Zhiwu Lu

Mach. Intell. Res., August, 2023

Text-to-Chinese-painting Method Based on Multi-domain VQGAN.

Zelong Sun, Guoxing Yang, Jingyuan Wen, Nanyi Fei, Zhiwu Lu, Jirong Wen

Int. J. Softw. Informatics, 2023

VDT: An Empirical Study on Video Diffusion with Transformers.

Haoyu Lu, Guoxing Yang, Nanyi Fei, Yuqi Huo, Zhiwu Lu, Ping Luo, Mingyu Ding

CoRR, 2023

Improvable Gap Balancing for Multi-Task Learning.

Yanqi Dai, Nanyi Fei, Zhiwu Lu

Proceedings of the Uncertainty in Artificial Intelligence, 2023

DiST-GAN: Distillation-based Semantic Transfer for Text-Guided Face Generation.

Guoxing Yang, Feifei Fu, Nanyi Fei, Haoran Wu, Ruitao Ma, Zhiwu Lu

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

2022

Multimodal foundation models are better simulators of the human brain.

Haoyu Lu, Qiongyi Zhou, Nanyi Fei, Zhiwu Lu, Mingyu Ding, Jingyuan Wen, Changde Du, Xin Zhao, Hao Sun, Huiguang He, Ji-Rong Wen

CoRR, 2022

Supervised Contrastive Learning for Few-Shot Action Classification.

Hongfeng Han, Nanyi Fei, Zhiwu Lu, Ji-Rong Wen

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

LGDN: Language-Guided Denoising Network for Video-Language Modeling.

Haoyu Lu, Mingyu Ding, Nanyi Fei, Yuqi Huo, Zhiwu Lu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

BMU-MoCo: Bidirectional Momentum Update for Continual Video-Language Modeling.

Yizhao Gao, Nanyi Fei, Haoyu Lu, Zhiwu Lu, Hao Jiang, Yijie Li, Zhao Cao

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal Retrieval.

Haoyu Lu, Nanyi Fei, Yuqi Huo, Yizhao Gao, Zhiwu Lu, Ji-Rong Wen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Visual Prompt Tuning for Few-Shot Text Classification.

Jingyuan Wen, Yutian Luo, Nanyi Fei, Guoxing Yang, Zhiwu Lu, Hao Jiang, Jie Jiang, Zhao Cao

Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021

WenLan 2.0: Make AI Imagine via a Multimodal Foundation Model.

Nanyi Fei, Zhiwu Lu, Yizhao Gao, Guoxing Yang, Yuqi Huo, Jingyuan Wen, Haoyu Lu, Ruihua Song, Xin Gao, Tao Xiang, Hao Sun, Ji-Rong Wen

CoRR, 2021

Contrastive Prototype Learning with Augmented Embeddings for Few-Shot Learning.

Yizhao Gao, Nanyi Fei, Guangzhen Liu, Zhiwu Lu, Tao Xiang, Songfang Huang

CoRR, 2021

Contrastive prototype learning with augmented embeddings for few-shot learning.

Yizhao Gao, Nanyi Fei, Guangzhen Liu, Zhiwu Lu, Tao Xiang

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

Compressed Video Contrastive Learning.

Yuqi Huo, Mingyu Ding, Haoyu Lu, Nanyi Fei, Zhiwu Lu, Ji-Rong Wen, Ping Luo

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

MELR: Meta-Learning via Modeling Episode-Level Relationships for Few-Shot Learning.

Nanyi Fei, Zhiwu Lu, Tao Xiang, Songfang Huang

Proceedings of the 9th International Conference on Learning Representations, 2021

Z-Score Normalization, Hubness, and Few-Shot Learning.

Nanyi Fei, Yizhao Gao, Zhiwu Lu, Tao Xiang

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

L2M-GAN: Learning To Manipulate Latent Space Semantics for Facial Attribute Editing.

Guoxing Yang, Nanyi Fei, Mingyu Ding, Guangzhen Liu, Zhiwu Lu, Tao Xiang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Few-Shot Zero-Shot Learning: Knowledge Transfer with Less Supervision.

Nanyi Fei, Jiechao Guan, Zhiwu Lu, Yizhao Gao

Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2018

Zero-Shot Learning with Sparse Attribute Propagation.

Nanyi Fei, Jiajun Liu, Jiechao Guan, Zhiwu Lu, Tao Xiang, Ji-Rong Wen

CoRR, 2018