Publications

(2019). Deep Learning-Based Nuclei Segmentation of Cleared Brain Tissue. 2019 IEEE High Performance Extreme Computing Conference (HPEC).

(2018). A New Data Corpus to Promote More Complete Autonomous Machine Learning Pipelines. Neural Information Processing Systems (NeurIPS) 2018, Challenges in Machine Learning Workshop.

(2017). How deep learning can help emotion recognition.

(2017). Fast generation for convolutional autoregressive models. arXiv preprint arXiv:1704.06001.

(2016). Seq-nms for video object detection. arXiv preprint arXiv:1602.08465.

(2016). Multi-modal audio, video and physiological sensor learning for continuous emotion prediction. Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge.

(2016). How deep neural networks can improve emotion recognition on video data. arXiv preprint arXiv:1602.07377.

(2016). Face Processing and Applications to Distance Learning. World Scientific.

(2016). Detecting depression using vocal, facial and semantic communication cues. Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge.

(2015). Do deep neural networks learn facial action units when doing expression recognition?. arXiv preprint arXiv:1510.02969.

(2014). Visual Media: History and Perspectives. MultiMedia, IEEE.

(2014). Multimedia Classification. Data Classification: Algorithms and Applications.

(2014). Foreground Object Detection in Highly Dynamic Scenes Using Saliency. Image Processing (ICIP), 2014 IEEE International Conference on.

(2014). An analysis of unsupervised pre-training in light of recent advances. arXiv preprint arXiv:1412.6597.

(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.

(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).