94 citations · 108 across the 9 of their papers we have counts for
5 papers · 1 filter
Visually Analyzing and Steering Zero Shot Learning
Saroj Sahoo, Matthew Berger
We propose a visual analytics system to help a user analyze and steer zero-shot learning models. Zero-shot learning has emerged as a viable scenario for categorizing data that cons…
Visually Analyzing Contextualized Embeddings
Matthew Berger
In this paper we introduce a method for visually analyzing contextualized embeddings produced by deep neural network-based language models. Our approach is inspired by linguistic p…
Attention Flows: Analyzing and Comparing Attention Mechanisms in Language Models
Joseph F DeRose, Jiayao Wang, Matthew Berger
Advances in language modeling have led to the development of deep attention-based models that are performant across a wide variety of natural language processing (NLP) problems. Th…
PRAGMA: Interactively Constructing Functional Brain Parcellations
Roza G. Bayrak, Nhung Hoang, Colin B. Hansen +2
A prominent goal of neuroimaging studies is mapping the human brain, in order to identify and delineate functionally-meaningful regions and elucidate their roles in cognitive behav…
Visualization of Unsteady Flow Using Heat Kernel Signatures
Kairong Jiang, Matthew Berger, Joshua A. Levine
We introduce a new technique to visualize complex flowing phenomena by using concepts from shape analysis. Our approach uses techniques that examine the intrinsic geometry of manif…