Search Results for author: David Whitney

Found 6 papers, 3 papers with code

VEATIC: Video-based Emotion and Affect Tracking in Context Dataset

no code implementations13 Sep 2023 Zhihang Ren, Jefferson Ortega, Yifan Wang, Zhimin Chen, Yunhui Guo, Stella X. Yu, David Whitney

Along with the dataset, we propose a new computer vision task to infer the affect of the selected character via both context and character information in each video frame.

Situated and Interactive Multimodal Conversations

2 code implementations COLING 2020 Seungwhan Moon, Satwik Kottur, Paul A. Crook, Ankita De, Shivani Poddar, Theodore Levin, David Whitney, Daniel Difranco, Ahmad Beirami, Eunjoon Cho, Rajen Subba, Alborz Geramifard

Next generation virtual assistants are envisioned to handle multimodal inputs (e. g., vision, memories of previous interactions, in addition to the user's utterances), and perform multimodal actions (e. g., displaying a route in addition to generating the system's utterance).

Response Generation

SIMMC: Situated Interactive Multi-Modal Conversational Data Collection And Evaluation Platform

no code implementations7 Nov 2019 Paul A. Crook, Shivani Poddar, Ankita De, Semir Shafi, David Whitney, Alborz Geramifard, Rajen Subba

To this end, we introduce SIMMC, an extension to ParlAI for multi-modal conversational data collection and system evaluation.

Unity

Periphery-Fovea Multi-Resolution Driving Model guided by Human Attention

1 code implementation24 Mar 2019 Ye Xia, Jinkyu Kim, John Canny, Karl Zipser, David Whitney

Inspired by human vision, we propose a new periphery-fovea multi-resolution driving model that predicts vehicle speed from dash camera videos.

Predicting Driver Attention in Critical Situations

2 code implementations17 Nov 2017 Ye Xia, Danqing Zhang, Jinkyu Kim, Ken Nakayama, Karl Zipser, David Whitney

Because critical driving moments are so rare, collecting enough data for these situations is difficult with the conventional in-car data collection protocol---tracking eye movements during driving.

Autonomous Driving Driver Attention Monitoring

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