3 accepted papers
Gradient inversion attacks (GIAs) have shown that shared gradients in federated learning leak private training data. However, current textual GIAs fail in large batch size, as simply increasing batch size can serve as a stable defense against such attacks. In this paper, we propose CDO-GIA, a novel
Recent advancements in neural audio codec (NAC) unlock new potential in audio signal processing. Studies have increasingly explored leveraging the latent features of NAC for various speech signal processing tasks. This paper introduces the first approach to speech bandwidth extension (BWE) that util…
Personalized recommender systems have attracted significant attentions from both industry and academic. Recent studies have shed light on incorporating multi-modal side information into the recommender systems to further boost the performance. Meanwhile, transformer-based multi-modal representation…