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cs.LG2024
Control-oriented Clustering of Visual Latent Representation
Han Qi, Haocheng Yin, Heng Yang
We initiate a study of the geometry of the visual representation space -- the information channel from the vision encoder to the action decoder -- in an image-based control pipelin…
cs.RO2024
CLOSURE: Fast Quantification of Pose Uncertainty Sets
Yihuai Gao, Yukai Tang, Han Qi +1
We investigate uncertainty quantification of 6D pose estimation from learned noisy measurements (e.g. keypoints and pose hypotheses). Assuming unknown-but-bounded measurement noise…