Yash Goyal | DeepAI

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∙ 10/13/2022

MAPL: Parameter-Efficient Adaptation of Unimodal Pre-Trained Models for Vision-Language Few-Shot Prompting

Large pre-trained models have proved to be remarkable zero- and (prompt-...

10 Oscar Manas, et al. ∙

∙ 03/29/2022

Image Retrieval from Contextual Descriptions

The ability to integrate context, including perceptual and temporal cues...

4 Benno Krojer, et al. ∙

∙ 09/28/2020

Static and Dynamic Measures of Active Music Listening as Indicators of Depression Risk

Music, an integral part of our lives, which is not only a source of ente...

0 Aayush Surana, et al. ∙

∙ 07/26/2020

Tag2Risk: Harnessing Social Music Tags for Characterizing Depression Risk

Musical preferences have been considered a mirror of the self. In this a...

0 Aayush Surana, et al. ∙

∙ 11/14/2019

Question-Conditioned Counterfactual Image Generation for VQA

While Visual Question Answering (VQA) models continue to push the state-...

0 Jingjing Pan, et al. ∙

∙ 07/16/2019

Explaining Classifiers with Causal Concept Effect (CaCE)

How can we understand classification decisions made by deep neural nets?...

0 Yash Goyal, et al. ∙

∙ 04/16/2019

Counterfactual Visual Explanations

A counterfactual query is typically of the form 'For situation X, why wa...

24 Yash Goyal, et al. ∙

∙ 12/02/2016

Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering

Problems at the intersection of vision and language are of significant i...

0 Yash Goyal, et al. ∙

∙ 08/31/2016

Towards Transparent AI Systems: Interpreting Visual Question Answering Models

Deep neural networks have shown striking progress and obtained state-of-...

0 Yash Goyal, et al. ∙

∙ 04/07/2016

Resolving Language and Vision Ambiguities Together: Joint Segmentation & Prepositional Attachment Resolution in Captioned Scenes

We present an approach to simultaneously perform semantic segmentation a...

0 Gordon Christie, et al. ∙

∙ 11/16/2015

Yin and Yang: Balancing and Answering Binary Visual Questions

The complex compositional structure of language makes problems at the in...

0 Peng Zhang, et al. ∙

∙ 06/12/2015

CloudCV: Large Scale Distributed Computer Vision as a Cloud Service

We are witnessing a proliferation of massive visual data. Unfortunately ...

0 Harsh Agrawal, et al. ∙