research
∙
09/07/2023
LanSER: Language-Model Supported Speech Emotion Recognition
Speech emotion recognition (SER) models typically rely on costly human-l...
share
research
∙
06/24/2022
Multitask vocal burst modeling with ResNets and pre-trained paralinguistic Conformers
This technical report presents the modeling approaches used in our submi...
research
∙
05/31/2021
DISSECT: Disentangled Simultaneous Explanations via Concept Traversals
Explaining deep learning model inferences is a promising venue for scien...
research
∙
05/07/2021
BasisNet: Two-stage Model Synthesis for Efficient Inference
In this work, we present BasisNet which combines recent advancements in ...
research
∙
09/20/2019
Characterizing Sources of Uncertainty to Proxy Calibration and Disambiguate Annotator and Data Bias
Supporting model interpretability for complex phenomena where annotators...
research
∙
08/22/2017
Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks
Recurrent Neural Networks (RNNs) continue to show outstanding performanc...
research
∙
08/21/2017
More cat than cute? Interpretable Prediction of Adjective-Noun Pairs
The increasing availability of affect-rich multimedia resources has bols...
research
∙
06/07/2016
Multilingual Visual Sentiment Concept Matching
The impact of culture in visual emotion perception has recently captured...
research
∙
05/30/2016
Going Deeper for Multilingual Visual Sentiment Detection
This technical report details several improvements to the visual concept...
research
∙
04/12/2016
From Pixels to Sentiment: Fine-tuning CNNs for Visual Sentiment Prediction
Visual multimedia have become an inseparable part of our digital social ...
research
∙
04/05/2016
Deep Cross Residual Learning for Multitask Visual Recognition
Residual learning has recently surfaced as an effective means of constru...
research
∙
08/16/2015