Publications | Research

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Artificial Intelligence and Machine Learning

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2015

Learning Sparse Metrics, One Feature at a Time

Yuval Atzmon, Uri Shalit, Gal Chechik

Compressing Neural Networks with the Hashing Trick

Wenlin Chen, James T. Wilson, Stephen Tyree, Kilian Q. Weinberger, Yixin Chen

Hand Gesture Recognition with 3D Convolutional Neural Networks

Pavlo Molchanov, Shalini Gupta, Kihwan Kim, Jan Kautz

Winner (1st place) Hand Gesture Recognition Challenge

Multi-sensor System for Driver’s Hand-Gesture Recognition

Pavlo Molchanov, Shalini Gupta, Kihwan Kim, Kari Pulli

Short-Range FMCW Monopulse Radar for Hand-Gesture Sensing

Pavlo Molchanov, Shalini Gupta, Kihwan Kim, Kari Pulli

Adaptive Segmentation based on a Learned Quality Metric

Iuri Frosio, Ed Ratner

Machine Learning for Adaptive Bilateral Filtering

Iuri Frosio, Karen Egiazarian, Kari Pulli