Minseong Kweon

Touch-JEPA: Tactile Representation Learning from Hand-Object Video with Limited Tactile Supervision

Understanding contact and tactile magnitude in hand-object interaction is a key step toward physically intelligent systems, yet learning such representations is limited by the cost and restricted coverage of tactile measurements. We present Touch-JEPA, a framework for learning tactile representations from hand-object v...