Machine Learning for Image and Video Coding |
| Session Type: Special Session Lecture |
| Time: Monday, June 25, 10:20 - 12:40 |
| Location: Lecture Room |
| Session Chairs: Thomas Sikora, Technische Universität Berlin and Glenn Van Wallendael, Ghent University - imec, IDLab |
| 1: RESTRICTED BOLTZMANN MACHINE IMAGE COMPRESSION |
| Markus Küchhold; Technische Universität Berlin, Germany |
| Maik Simon; Technische Universität Berlin, Germany |
| Thomas Sikora; Technische Universität Berlin, Germany |
| 2: EFFICIENT NONLINEAR TRANSFORMS FOR LOSSY IMAGE COMPRESSION |
| Johannes Ballé; Google, United States |
| 3: DEEP CONVOLUTIONAL AUTOENCODER-BASED LOSSY IMAGE COMPRESSION |
| Zhengxue Cheng; Waseda University, Japan |
| Heming Sun; Waseda University, Japan |
| Masaru Takeuchi; Waseda University, Japan |
| Jiro Katto; Waseda University, Japan |
| 4: GENERATIVE COMPRESSION |
| Shibani Santurkar; Massachusetts Institute of Technology, United States |
| David Budden; Massachusetts Institute of Technology, United States |
| Nir Shavit; Massachusetts Institute of Technology, United States |
| 5: MACHINE LEARNING BASED CHOICE OF CHARACTERISTICS FOR THE ONE-SHOT DETERMINATION OF THE HEVC INTRA CODING TREE |
| Alexandre Mercat; IETR, France |
| Florian Arrestier; IETR, France |
| Maxime Pelcat; IETR, France |
| Wassim Hamidouche; IETR, France |
| Daniel Menard; IETR, France |
| 6: PROGRESSIVE MODELING OF STEERED MIXTURE-OF-EXPERTS FOR LIGHT FIELD VIDEO APPROXIMATION |
| Ruben Verhack; Ghent University - imec, IDLab / TU Berlin - Communication Systems Lab, Belgium |
| Glenn Van Wallendael; Ghent University - imec, IDLab, Belgium |
| Martijn Courteaux; Ghent University - imec, IDLab, Belgium |
| Peter Lambert; Ghent University - imec, IDLab, Belgium |
| Thomas Sikora; Technische Universität Berlin, Germany |
| 7: AN MSE APPROACH FOR TRAINING AND CODING STEERED MIXTURES OF EXPERTS |
| Michael Tok; Technische Universität Berlin, Germany |
| Rolf Jongebloed; Technische Universität Berlin, Germany |
| Lieven Lange; Technische Universität Berlin, Germany |
| Erik Bochinski; Technische Universität Berlin, Germany |
| Thomas Sikora; Technische Universität Berlin, Germany |