Search Results for author: Fengji Ma

Found 2 papers, 1 papers with code

TIMA: Text-Image Mutual Awareness for Balancing Zero-Shot Adversarial Robustness and Generalization Ability

no code implementations27 May 2024 Fengji Ma, Li Liu, Hei Victor Cheng

Simultaneously, fixed pre-trained image embeddings are used as cross-modal auxiliary supervision to maintain the similarity between the MHE-tuned and original text embeddings by the knowledge distillation, preserving semantic information between different classes.

Adversarial Robustness Knowledge Distillation +1

A Survey on Deep Multi-modal Learning for Body Language Recognition and Generation

1 code implementation17 Aug 2023 Li Liu, Lufei Gao, Wentao Lei, Fengji Ma, Xiaotian Lin, Jinting Wang

In summary, this survey paper provides a comprehensive understanding of deep multi-modal learning for various BL generations and recognitions for the first time.

Domain Adaptation Self-Supervised Learning

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