30 citations · 34 across the 4 of their papers we have counts for
4 papers
Video Prediction of Dynamic Physical Simulations With Pixel-Space Spatiotemporal Transformers
Dean L Slack, G Thomas Hudson, Thomas Winterbottom +1
Inspired by the performance and scalability of autoregressive large language models (LLMs), transformer-based models have seen recent success in the visual domain. This study inves…
RAR-b: Reasoning as Retrieval Benchmark
Chenghao Xiao, G Thomas Hudson, Noura Al Moubayed
Semantic textual similartiy (STS) and information retrieval tasks (IR) tasks have been the two major avenues to record the progress of embedding models in the past few years. Under…
On Isotropy, Contextualization and Learning Dynamics of Contrastive-based Sentence Representation Learning
Chenghao Xiao, Yang Long, Noura Al Moubayed
Incorporating contrastive learning objectives in sentence representation learning (SRL) has yielded significant improvements on many sentence-level NLP tasks. However, it is not we…
Curvature-based Feature Selection with Application in Classifying Electronic Health Records
Zheming Zuo, Jie Li, Han Xu +1
Disruptive technologies provides unparalleled opportunities to contribute to the identifications of many aspects in pervasive healthcare, from the adoption of the Internet of Thing…