Search Results for author: Madeline C. Schiappa

Found 3 papers, 2 papers with code

SVGraph: Learning Semantic Graphs from Instructional Videos

no code implementations16 Jul 2022 Madeline C. Schiappa, Yogesh S. Rawat

In this work, we focus on generating graphical representations of noisy, instructional videos for video understanding.

Graph Learning Video Understanding

Robustness Analysis of Video-Language Models Against Visual and Language Perturbations

1 code implementation5 Jul 2022 Madeline C. Schiappa, Shruti Vyas, Hamid Palangi, Yogesh S. Rawat, Vibhav Vineet

Joint visual and language modeling on large-scale datasets has recently shown good progress in multi-modal tasks when compared to single modal learning.

Language Modelling Retrieval +2

Self-Supervised Learning for Videos: A Survey

1 code implementation18 Jun 2022 Madeline C. Schiappa, Yogesh S. Rawat, Mubarak Shah

In this survey, we provide a review of existing approaches on self-supervised learning focusing on the video domain.

Contrastive Learning Domain Generalization +2

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