Chunjie Zhang

LSTM with compensation method for text classification

2021 · International Journal of Wireless and Mobile Computing

As a foundational task, text classification is widely used in the field of Natural Language Processing (NLP). In the recent research on text classification, neural network-based methods have produced promising results. Nevertheless, most previous works …

Beyond Simple Argumentation: Image Learnable Transformation For Efficient Reinforcement Learning

2022

Deep reinforcement learning(RL) suffers from high complexity space exploration and a substantial amount of time calculation problem, when it handles tasks which need to process high-dimensional interaction image datasets. Many data augmentation algorithms alleviated these …

Attend and Enrich: Enhanced Visual Prompt for Zero-Shot Learning

2025 · Proceedings of the AAAI Conference on Artificial Intelligence

Zero-shot learning (ZSL) endeavors to transfer knowledge from the seen categories to recognize unseen categories, which mostly relies on the semantic-visual interactions between image and attribute tokens. Recently, the prompt learning has emerged in ZSL …