Publications

Megan Frisella, Pooya Khorrami, Jason Matterer, Kendra Kratkiewicz, Pedro Torres-Carrasquillo (2022). Quantifying Bias in a Face Verification System. Computer Sciences & Mathematics Forum.

Ileana Rugina, Rumen Dangovski, Mark Veillette, Pooya Khorrami, Brian Cheung, Olga Simek, Marin Soljačić (2021). Meta-Learning and Self-Supervised Pretraining for Real World Image Translation. arXiv preprint arXiv:2112.11929.

Kevin Brady, Pooya Khorrami, Lars Gjesteby, Laura Brattain (2021). Instance Segmentation of Neuronal Nuclei Leveraging Domain Adaptation. 2021 IEEE High Performance Extreme Computing Conference (HPEC).

Pooya Khorrami, Olga Simek, Brian Cheung, Mark Veillette, Rumen Dangovski, Ileana Rugina, Marin Soljacic, Pulkit Agrawal (2021). Adapting Deep Learning Models to New Meteorological Contexts Using Transfer Learning. 2021 IEEE International Conference on Big Data Workshops (Big Data).

Pooya Khorrami, Kevin Brady, Mark Hernandez, Lars Gjesteby, Sara N Burke, Damon G Lamb, Matthew A Melton, Kevin J Otto, Laura J Brattain (2019). Deep Learning-Based Nuclei Segmentation of Cleared Brain Tissue. 2019 IEEE High Performance Extreme Computing Conference (HPEC).

Richard Lippmann, Swaroop Vattam, Pooya Khorrami, Cagri Dagli (2018). A New Data Corpus to Promote More Complete Autonomous Machine Learning Pipelines. Neural Information Processing Systems (NeurIPS) 2018, Challenges in Machine Learning Workshop.

Pooya Rezvani Khorrami (2017). How deep learning can help emotion recognition.

Prajit Ramachandran, Tom Le Paine, Pooya Khorrami, Mohammad Babaeizadeh, Shiyu Chang, Yang Zhang, Mark A Hasegawa-Johnson, Roy H Campbell, Thomas S Huang (2017). Fast generation for convolutional autoregressive models. arXiv preprint arXiv:1704.06001.

Wei Han, Pooya Khorrami, Tom Le Paine, Prajit Ramachandran, Mohammad Babaeizadeh, Honghui Shi, Jianan Li, Shuicheng Yan, Thomas S Huang (2016). Seq-nms for video object detection. arXiv preprint arXiv:1602.08465.

Kevin Brady, Youngjune Gwon, Pooya Khorrami, Elizabeth Godoy, William Campbell, Charlie Dagli, Thomas S Huang (2016). Multi-modal audio, video and physiological sensor learning for continuous emotion prediction. Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge.

Pooya Khorrami, Tom Le Paine, Kevin Brady, Charlie Dagli, Thomas S Huang (2016). How deep neural networks can improve emotion recognition on video data. arXiv preprint arXiv:1602.07377.

Vuong Le, Pooya Khorrami, Usman Tariq, Hao Tang, Thomas Huang (2016). Face Processing and Applications to Distance Learning. World Scientific.

James R Williamson, Elizabeth Godoy, Miriam Cha, Adrianne Schwarzentruber, Pooya Khorrami, Youngjune Gwon, Hsiang-Tsung Kung, Charlie Dagli, Thomas F Quatieri (2016). Detecting depression using vocal, facial and semantic communication cues. Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge.

Pooya Khorrami, Thomas Paine, Thomas Huang (2015). Do deep neural networks learn facial action units when doing expression recognition?. arXiv preprint arXiv:1510.02969.

Thomas S. Huang, Vuong Le, Thomas Paine, Pooya Khorrami, Usman Tariq (2014). Visual Media: History and Perspectives. MultiMedia, IEEE.

Shiyu Chang, Wei Han, Xianming Liu, Ning Xu, Pooya Khorrami, Thomas S. Huang (2014). Multimedia Classification. Data Classification: Algorithms and Applications.

Pooya Khorrami (2014). Fully Automatic Vision-based System for Vehicle Crash Prediction and Recognition.

Kai-Hsiang Lin, Pooya Khorrami, Jiangping Wang, Mark Hasegawa-Johnson, Thomas S Huang (2014). Foreground Object Detection in Highly Dynamic Scenes Using Saliency. Image Processing (ICIP), 2014 IEEE International Conference on.

Tom Le Paine, Pooya Khorrami, Wei Han, Thomas S Huang (2014). An analysis of unsupervised pre-training in light of recent advances. arXiv preprint arXiv:1412.6597.

Pooya Khorrami, Vuong Le, John C Hart, Thomas S Huang (2014). A System for Monitoring the Engagement of Remote Online Students Using Eye Gaze Estimation. Multimedia and Expo Workshops (ICMEW), 2014 IEEE International Conference on.

Pooya Khorrami, Jiangping Wang, Thomas S. Huang (2012). Multiple Animal Species Detection Using Robust Principal Component Analysis and Large Displacement Optical Flow. ICPR Workshop on Visual Observation and Analysis of Animal and Insect Behavior (VAIB).