EEV: A Large-Scale Dataset for Studying Evoked Expressions from Video

1 code implementation • 15 Jan 2020 • Jennifer J. Sun, Ting Liu, Alan S. Cowen, Florian Schroff, Hartwig Adam, Gautam Prasad

The ability to predict evoked affect from a video, before viewers watch the video, can help in content creation and video recommendation.

Recommendation Systems Transfer Learning +1

GLA in MediaEval 2018 Emotional Impact of Movies Task

no code implementations • 27 Nov 2019 • Jennifer J. Sun, Ting Liu, Gautam Prasad

Towards a better understanding of viewer impact, we present our methods for the MediaEval 2018 Emotional Impact of Movies Task to predict the expected valence and arousal continuously in movies.

Agriculture Commodity Arrival Prediction using Remote Sensing Data: Insights and Beyond

no code implementations • 14 Jun 2019 • Gautam Prasad, Upendra Reddy Vuyyuru, Mithun Das Gupta

In developing countries like India agriculture plays an extremely important role in the lives of the population.

Dimensionality Reduction regression

Weakly Supervised Action Localization by Sparse Temporal Pooling Network

3 code implementations • CVPR 2018 • Phuc Nguyen, Ting Liu, Gautam Prasad, Bohyung Han

We propose a weakly supervised temporal action localization algorithm on untrimmed videos using convolutional neural networks.

Action Classification Temporal Localization +3