Search Results for author: Jinhui Zhu

Found 6 papers, 2 papers with code

Human Interaction Learning on 3D Skeleton Point Clouds for Video Violence Recognition

no code implementations ECCV 2020 Yukun Su, Guosheng Lin, Jinhui Zhu, Qingyao Wu

This paper introduces a new method for recognizing violent behavior by learning contextual relationships between related people from human skeleton points.

Activity Recognition

Sharing, Teaching and Aligning: Knowledgeable Transfer Learning for Cross-Lingual Machine Reading Comprehension

no code implementations12 Nov 2023 Tingfeng Cao, Chengyu Wang, Chuanqi Tan, Jun Huang, Jinhui Zhu

In cross-lingual language understanding, machine translation is often utilized to enhance the transferability of models across languages, either by translating the training data from the source language to the target, or from the target to the source to aid inference.

Cross-Lingual Transfer Machine Reading Comprehension +2

BeautifulPrompt: Towards Automatic Prompt Engineering for Text-to-Image Synthesis

no code implementations12 Nov 2023 Tingfeng Cao, Chengyu Wang, Bingyan Liu, Ziheng Wu, Jinhui Zhu, Jun Huang

Then, to ensure that our generated prompts can generate more beautiful images, we further propose a Reinforcement Learning with Visual AI Feedback technique to fine-tune our model to maximize the reward values of the generated prompts, where the reward values are calculated based on the PickScore and the Aesthetic Scores.

Prompt Engineering Text-to-Image Generation

Discrimination-aware Network Pruning for Deep Model Compression

1 code implementation4 Jan 2020 Jing Liu, Bohan Zhuang, Zhuangwei Zhuang, Yong Guo, Junzhou Huang, Jinhui Zhu, Mingkui Tan

In this paper, we propose a simple-yet-effective method called discrimination-aware channel pruning (DCP) to choose the channels that actually contribute to the discriminative power.

Face Recognition Image Classification +2

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