Post by LatticeFlow AI

Do you need image or point cloud segmentation #robust to data shifts? Get your models to be robust to common perturbations (in a plug-n-play manner), while enjoying certification guarantees and maintaining competitive accuracy! A key insight to making this possible is to selectively abstain from ambiguous pixels while robustly segmenting the rest. 👏Big congrats to our colleagues -- Marc Fischer, Maximilian Baader, and Martin Vechev -- for this impressive result (published at #ICML21)! You can check out the full details here: Paper 👉  https://lnkd.in/gvCZnEti  Slides 👉  https://lnkd.in/gvAQzdjz #RobusAI #deeplearning #swisstech #segmentation #pointcloud #neuralnetworks #robustness #ai #machinelearning #artificialintelligence ETH Zürich Department of Computer Science (D-INFK), ETH Zürich ETH AI Center Mateusz Komorkiewicz Dr. Ilir Fetai Antonia Reiter Jayant Sen Gupta Vladimir Haltakov Darko Stefanoski