Search Results for author: Patrick Haffner

Found 5 papers, 0 papers with code

The Role of Linguistic Priors in Measuring Compositional Generalization of Vision-Language Models

no code implementations4 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.

Rapid Connectionist Speaker Adaptation

no code implementations15 Nov 2022 Michael Witbrock, Patrick Haffner

We present SVCnet, a system for modelling speaker variability.

Deep Clustering with Measure Propagation

no code implementations18 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.

Clustering Deep Clustering +3

Learning to Adapt by Minimizing Discrepancy

no code implementations30 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.

Accelerated Parallel Optimization Methods for Large Scale Machine Learning

no code implementations25 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.

BIG-bench Machine Learning

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