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Machine LearningLocTex: Learning Data-Efficient Visual Representations from Localized Textual Supervision
Machine LearningWarp-Refine Propagation: Semi-Supervised Auto-labeling via Cycle-consistency
Machine LearningIs Pseudo-Lidar needed for Monocular 3D Object detection?
Machine LearningThe Way to my Heart is through Contrastive Learning: Remote Photoplethysmography from Unlabelled Video
Machine LearningLearning to Track with Object Permanence
Machine LearningGeometric Unsupervised Domain Adaptation for Semantic Segmentation
Automated DrivingMachine LearningProbabilistic 3D Multi-Modal, Multi-Object Tracking for Autonomous Driving
RoboticsCounter-example guided synthesis of neural network Lyapunov functions for piecewise linear systems
Automated DrivingMachine LearningPillarFlow: End-to-end Birds-eye-view Flow Estimation for Autonomous Driving
Automated DrivingMachine LearningDriving Through Ghosts: Behavioral Cloning with False Positives
Automated DrivingMachine LearningIt Is Not the Journey but the Destination: Endpoint Conditioned Trajectory Prediction
AMDDRandom forest machine learning models for interpretable X-ray absorption near-edge structure spectrum-property relationships
