Publications

Language to Network: Conditional Parameter Adaptation with Natural Language Descriptions

Transfer learning using ImageNet pre-trained models has been the de facto approach in a wide range of computer vision tasks. However, …

Reconsidering the Duchenne Smile: Indicator of Positive Emotion or Artifact of Smile Intensity?

The Duchenne smile hypothesis is that smiles that include eye constriction (AU6) are the product of genuine positive emotion, whereas …
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Learning Representations from Imperfect Time Series Data via Tensor Rank Regularization

There has been an increased interest in multimodal language processing including multimodal dialog, question answering, sentiment …

Words Can Shift: Dynamically Adjusting Word Representations using Nonverbal Behaviors

Humans convey their intentions through the usage of both verbal and nonverbal behaviors during face-to-face communication. Speaker …
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Efficient Low-rank Multimodal Fusion with Modality-specific Factors

Multimodal research is an emerging field of artificial intelligence, and one of the main research problems in this field is multimodal …
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