Publications

2023

  1. Loss Modeling for Multi-Annotator Datasets (spotlight)
    Uthman Jinadu, Jesse Annan, Shanshan Wen, and 1 more author
    In Neurips workshop on Algorithmic Fairness through the Lens of Time, 2023

2022

  1. Imperfect Label Information in Multimodal Human-Centric Machine Learning
    Yi Ding
    UC Santa Barbara, 2022
  2. Impact of Annotator Demographics on Sentiment Dataset Labeling
    Yi Ding, Jacob You, Tonja-Katrin Machulla, and 3 more authors
    Proceedings of the ACM on Human-Computer Interaction, 2022

2021

  1. Augmentation strategies for learning with noisy labels
    Kento Nishi, Yi Ding, Alex Rich, and 1 more author
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2021
  2. Improving label noise robustness with data augmentation and semi-supervised learning (student abstract)
    Kento Nishi, Yi Ding, Alex Rich, and 1 more author
    In Proceedings of the AAAI Conference on Artificial Intelligence, 2021
  3. Sparse Fusion for Multimodal Transformers
    Yi Ding, Alex Rich, Mason Wang, and 4 more authors
    arXiv preprint arXiv:2111.11992, 2021

2020

  1. Exploring the Benefits of Depth Information in Object Pixel Masking (Student Abstract)
    Anish Kachinthaya, Yi Ding, and Tobias Hollerer
    In Proceedings of the AAAI Conference on Artificial Intelligence, 2020
  2. Predicting Video Affect via Induced Affection in the Wild
    Yi Ding, Radha Kumaran, Tianjiao Yang, and 1 more author
    In Proceedings of the 2020 International Conference on Multimodal Interaction, 2020
  3. Controlling content zoom level based on user head movement
    Kenneth Mark Karakotsios, Stephen Vincent Mangiat, Peter Cheng, and 1 more author
    Mar 2020
    US Patent 10,585,485

2019

  1. Multimodal Classification of EEG During Physical Activity
    Yi Ding, Brandon Huynh, Aiwen Xu, and 5 more authors
    In 2019 International Conference on Multimodal Interaction, Mar 2019
  2. Multimodal biometric authentication for VR/AR using EEG and eye tracking
    Vrishab Krishna, Yi Ding, Aiwen Xu, and 1 more author
    In Adjunct of the 2019 International Conference on Multimodal Interaction, Mar 2019
  3. Wirelessly preparing device for high speed data transfer
    Biju Balakrishna Pillai, Kenneth Mark Karakotsios, Peter Cheng, and 3 more authors
    Mar 2019
    US Patent 10,237,329

2018

  1. Transmitting content to kiosk after determining future location of user
    Biju Balakrishna Pillai, Kenneth Mark Karakotsios, Peter Cheng, and 3 more authors
    Apr 2018
    US Patent 9,940,583
  2. One-handed zoom
    Matthew Paul Bell, Peter Cheng, Stephen Michael Polansky, and 5 more authors
    Jul 2018
    US Patent 10,019,140

2017

  1. Approaches for controlling a computing device based on head movement
    Yi Ding, Stephen Vincent Mangiat, Peter Cheng, and 3 more authors
    May 2017
    US Patent 9,665,249

2016

  1. Kiosk Providing High Speed Data Transfer
    Biju Balakrishna Pillai, Kenneth Mark Karakotsios, Peter Cheng, and 3 more authors
    Mar 2016
    US Patent App. 14/498,270
  2. Machine-learning based tap detection
    Peter Cheng, Steven Scott Noble, Matthew Paul Bell, and 3 more authors
    Jan 2016
    US Patent 9,235,278