Search Results for author: Pranav Sriram

Found 4 papers, 2 papers with code

Video Pre-trained Transformer: A Multimodal Mixture of Pre-trained Experts

1 code implementation24 Mar 2023 Kastan Day, Daniel Christl, Rohan Salvi, Pranav Sriram

Our backbone, based on a reference Flan-T5-11B architecture, learns a universal representation of the video that is a non-linear sum of the encoder models.

Causal Language Modeling Language Modelling

CoCAtt: A Cognitive-Conditioned Driver Attention Dataset (Supplementary Material)

no code implementations8 Jul 2022 Yuan Shen, Niviru Wijayaratne, Pranav Sriram, Aamir Hasan, Peter Du, Katherine Driggs-Campbell

In addition, the attention data in our dataset is captured in both manual and autopilot modes using eye-tracking devices of different resolutions.

Driver Attention Monitoring

Meta-path Analysis on Spatio-Temporal Graphs for Pedestrian Trajectory Prediction

1 code implementation27 Feb 2022 Aamir Hasan, Pranav Sriram, Katherine Driggs-Campbell

We employ MESRNN for pedestrian trajectory prediction, utilizing these meta-path based features to capture the relationships between the trajectories of pedestrians at different points in time and space.

Action Recognition Pedestrian Trajectory Prediction +2

CoCAtt: A Cognitive-Conditioned Driver Attention Dataset

no code implementations19 Nov 2021 Yuan Shen, Niviru Wijayaratne, Pranav Sriram, Aamir Hasan, Peter Du, Katie Driggs-Campbell

In addition, the attention data in our dataset is captured in both manual and autopilot modes using eye-tracking devices of different resolutions.

Driver Attention Monitoring

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