no code implementations • 4 Oct 2023 • Chenwei Wu, Li Erran Li, Stefano Ermon, Patrick Haffner, Rong Ge, Zaiwei Zhang
Compositionality is a common property in many modalities including natural languages and images, but the compositional generalization of multi-modal models is not well-understood.
no code implementations • 15 Nov 2022 • Michael Witbrock, Patrick Haffner
We present SVCnet, a system for modelling speaker variability.
no code implementations • 18 Apr 2021 • Minhua Chen, Badrinath Jayakumar, Padmasundari Gopalakrishnan, Qiming Huang, Michael Johnston, Patrick Haffner
For example, deep embedded clustering (DEC) has greatly improved the unsupervised clustering performance, by using stacked autoencoders for representation learning.
Ranked #1 on Deep Clustering on Stackoverflow
no code implementations • 30 Nov 2017 • Alexander G. Ororbia II, Patrick Haffner, David Reitter, C. Lee Giles
We investigate the viability of a more neurocognitively-grounded approach in the context of unsupervised generative modeling of sequences.
no code implementations • 25 Nov 2014 • Haipeng Luo, Patrick Haffner, Jean-Francois Paiement
The growing amount of high dimensional data in different machine learning applications requires more efficient and scalable optimization algorithms.