Human-imperceptible, Machine-recognizable Images

1 code implementation • 6 Jun 2023 • Fusheng Hao, Fengxiang He, Yikai Wang, Fuxiang Wu, Jing Zhang, Jun Cheng, DaCheng Tao

Massive human-related data is collected to train neural networks for computer vision tasks.

Image Classification object-detection +2

Class-Aware Patch Embedding Adaptation for Few-Shot Image Classification

1 code implementation • ICCV 2023 • Fusheng Hao, Fengxiang He, Liu Liu, Fuxiang Wu, DaCheng Tao, Jun Cheng

This could significantly reduce the efficiency of a large family of few-shot learning algorithms, which have limited data and highly rely on the comparison of image patches.

Few-Shot Image Classification Few-Shot Learning

Text-to-Image Synthesis Based on Object-Guided Joint-Decoding Transformer

no code implementations • CVPR 2022 • Fuxiang Wu, Liu Liu, Fusheng Hao, Fengxiang He, Jun Cheng

Object-guided text-to-image synthesis aims to generate images from natural language descriptions built by two-step frameworks, i. e., the model generates the layout and then synthesizes images from the layout and captions.

Image Generation Object +1

Transition-based Parsing with Context Enhancement and Future Reward Reranking

no code implementations • 15 Dec 2016 • Fugen Zhou, Fuxiang Wu, Zhengchen Zhang, Minghui Dong

This paper presents a novel reranking model, future reward reranking, to re-score the actions in a transition-based parser by using a global scorer.

I2RNTU at SemEval-2016 Task 4: Classifier Fusion for Polarity Classification in Twitter

no code implementations • SEMEVAL 2016 • Zhengchen Zhang, Chen Zhang, Fuxiang Wu, Dong-Yan Huang, Weisi Lin, Minghui Dong

Emotion Recognition General Classification +3