Publication Highlights
The lists here are not always as up-to-date as the one on my Vision & Interaction Group (vintage) site.
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MaxEnt Loss: Constrained maximum entropy for calibration under out-of-distribution shift.
Proc. 38th Annual AAAI Conference on Artificial Intelligence, Vancouver, Feb. 20-27, 2024.
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A two-stage decoder for efficient ICD coding.
Proc. 61st Annual Meeting of the Association for Computational Linguistics (ACL), Toronto, July 9-14, 2023.
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Large-scale facial expression recognition using dual-domain affect fusion for noisy labels.
Proc. 5th Workshop and Competition on Affective Behavior Analysis in-the-wild (ABAW), in conjunction with IEEE Computer Vision and Pattern Recognition Conference (CVPR), Vancouver, June 19, 2023.
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PersEmoN: A deep network for joint analysis of apparent personality, emotion and their relationship.
IEEE Transactions on Affective Computing, vol. 13, no. 1, pp. 298-305, Jan. 2022.
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The unusual effectiveness of averaging in GAN training.
Proc. International Conference on Learning Representations (ICLR), New Orleans, LA, May 6-9, 2019.
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ASCERTAIN: Emotion and personality recognition using commercial sensors.
IEEE Transactions on Affective Computing (best paper award), vol. 9, no. 2, pp. 147-160, April 2018.
Additional download: ASCERTAIN dataset used in the paper.
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Probabilistic approach to people-centric photo selection and sequencing.
IEEE Transactions on Multimedia, vol. 19, no. 11, pp. 2609-2624, Nov. 2017.
Additional download: Matlab implementation of algorithms described in the paper.
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Machine learning techniques and applications for ground-based image analysis.
IEEE Geoscience and Remote Sensing Magazine, Special Issue on Advances in Machine Learning for Remote Sensing and Geosciences, vol. 4, no. 2, pp. 79-93, June 2016.
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Mean Opinion Score (MOS) revisited: Methods and applications, limitations and alternatives.
Multimedia Systems Journal, vol. 22, no. 2, pp. 213-227, Feb. 2016.
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Digital Video Quality - Vision Model and Metrics.
John Wiley & Sons, January 2005.
Excerpts from a review by the IEEE Communications Magazine, Oct. 2007:
"A comprehensive answer to questions that might be raised while investigating and developing the video systems as well as evaluating them using more modern QoE methodologies."
We can truly recommend Digital Video Quality for engineers... easy to understand... well edited."