342 citations · 1.2k across the 26 of their papers we have counts for
4 papers · 1 filter
Relay Variational Inference: A Method for Accelerated Encoderless VI
Amir Zadeh, Santiago Benoit, Louis-Philippe Morency
Variational Inference (VI) offers a method for approximating intractable likelihoods. In neural VI, inference of approximate posteriors is commonly done using an encoder. Alternati…
Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment Analysis
Wei Han, Hui Chen, Alexander Gelbukh +3
Multimodal sentiment analysis aims to extract and integrate semantic information collected from multiple modalities to recognize the expressed emotions and sentiment in multimodal…
M2H2: A Multimodal Multiparty Hindi Dataset For Humor Recognition in Conversations
Dushyant Singh Chauhan, Gopendra Vikram Singh, Navonil Majumder +5
Humor recognition in conversations is a challenging task that has recently gained popularity due to its importance in dialogue understanding, including in multimodal settings (i.e.…
StarNet: Gradient-free Training of Deep Generative Models using Determined System of Linear Equations
Amir Zadeh, Santiago Benoit, Louis-Philippe Morency
In this paper we present an approach for training deep generative models solely based on solving determined systems of linear equations. A network that uses this approach, called a…