607 citations · 1.2k across the 36 of their papers we have counts for
37 papers
DIVERSIFY: A General Framework for Time Series Out-of-distribution Detection and Generalization
Wang Lu, Jindong Wang, Xinwei Sun +4
Time series remains one of the most challenging modalities in machine learning research. The out-of-distribution (OOD) detection and generalization on time series tend to suffer du…
Mega-TTS: Zero-Shot Text-to-Speech at Scale with Intrinsic Inductive Bias
Ziyue Jiang, Yi Ren, Zhenhui Ye +9
Scaling text-to-speech to a large and wild dataset has been proven to be highly effective in achieving timbre and speech style generalization, particularly in zero-shot TTS. Howeve…
FluentSpeech: Stutter-Oriented Automatic Speech Editing with Context-Aware Diffusion Models
Ziyue Jiang, Qian Yang, Jialong Zuo +4
Stutter removal is an essential scenario in the field of speech editing. However, when the speech recording contains stutters, the existing text-based speech editing approaches sti…
Learn to Cluster Faces with Better Subgraphs
Yuan Cao, Di Jiang, Guanqun Hou +3
Face clustering can provide pseudo-labels to the massive unlabeled face data and improve the performance of different face recognition models. The existing clustering methods gener…
Towards Prototyping Driverless Vehicle Behaviors, City Design, and Policies Simultaneously
Hauke Sandhaus, Wendy Ju, Qian Yang
Autonomous Vehicles (AVs) can potentially improve urban living by reducing accidents, increasing transportation accessibility and equity, and decreasing emissions. Realizing these…
Disentangling noise from confined ion dynamics
Paul Robin, Mathieu Lizée, Qian Yang +3
Ion transport through biological and solid-state nanochannels is known to be a highly noisy process. The power spectrum of current fluctuations is empirically known to scale like t…