Industry
How Would The Viewer Feel? Estimating Wellbeing From Video Scenarios
Mantas Mazeika, Eric Tang, Andy Zou, Steven Basart, Jun Shern Chan, Dawn Song, David Forsyth, Jacob Steinhardt, Dan Hendrycks
Videos are a rich source of data that depict vast quantities of information about humans and the world. As deep learning has progressed, models havebegun to reliably exhibit various aspects of video understanding, including action recognition (Kay etal.,2017a),object
Overleaf Example
Experiments show that the proposed ReBalanced Adversarial Training (ReBA T) can attain good robustness and does not suffer from robust overfitting even after very long training.
Parameter-efficient Tuning of Large-scale Multimodal Foundation Model
Recently, researchers have leveraged such proven techniques in multimodal tasks and achieve promising results.
