3 accepted papers
The architecture of a neural network serves as the foundation for deep learning models and plays a crucial role in efficient training and application. Designing high-performance neural network architectures typically requires extensive expertise, along with numerous trials and optimizations of hyper…
Pun memes, which combine wordplay with visual elements, represent a popular form of humor in Chinese online communications. Despite their prevalence, current Vision-Language Models (VLMs) lack systematic evaluation in understanding and applying these culturally-specific multimodal expressions. In th
Active Learning is an essential method for label-efficient deep learning. As a Bayesian active learning method, Bayesian Active Learning by Disagreement (BALD) successfully selects the most representative samples by maximizing the mutual information between the model prediction and model parameters.…