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Found 3 papers, 2 papers with code
COMMIT: Certifying Robustness of Multi-Sensor Fusion Systems against Semantic Attacks
In this work, we propose the first robustness certification framework COMMIT certify robustness of multi-sensor fusion systems against semantic attacks.
CROP: Certifying Robust Policies for Reinforcement Learning through Functional Smoothing
We then develop a local smoothing algorithm for policies derived from Q-functions to guarantee the robustness of actions taken along the trajectory; we also develop a global smoothing algorithm for certifying the lower bound of a finite-horizon cumulative reward, as well as a novel local smoothing algorithm to perform adaptive search in order to obtain tighter reward certification.
Music-oriented Dance Video Synthesis with Pose Perceptual Loss
We present a learning-based approach with pose perceptual loss for automatic music video generation.
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