work Object Detection as Probabilistic Set Prediction Training and evaluation of probabilistic object detectors Voxel-MAE: Masked Autoencoder for Self-Supervised Pre-Training on Lidar Point Clouds LidarCLIP or: How I Learned to Talk to Point Clouds Connecting text and point clouds through image intermediaries.