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Introduction to: Special Issue on Extended Best Papers from ACM Multimedia 2014., and . TOMM, 12 (1s): 24:1-24:2 (2015)Variable Rate Image Compression with Recurrent Neural Networks., , , , , , , and . ICLR (Poster), (2016)Large-Scale Video Classification with Convolutional Neural Networks., , , , , and . CVPR, page 1725-1732. IEEE Computer Society, (2014)Finding meaning on YouTube: Tag recommendation and category discovery., , , , and . CVPR, page 3447-3454. IEEE Computer Society, (2010)Discriminative tag learning on YouTube videos with latent sub-tags., and . CVPR, page 3217-3224. IEEE Computer Society, (2011)Nonlinear Transform Coding., , , , , , , and . IEEE J. Sel. Top. Signal Process., 15 (2): 339-353 (2021)Three-Dimensional Face Recognition in the Presence of Facial Expressions: An Annotated Deformable Model Approach., , , , , , and . IEEE Trans. Pattern Anal. Mach. Intell., 29 (4): 640-649 (2007)Efficient Large Scale Video Classification., , , and . CoRR, (2015)Automatic, efficient, temporally-coherent video enhancement for large scale applications., and . ACM Multimedia, page 609-612. ACM, (2009)The 2nd YouTube-8M Large-Scale Video Understanding Challenge., , , , and . ECCV Workshops (4), volume 11132 of Lecture Notes in Computer Science, page 193-205. Springer, (2018)