Object-Centric Learning with Slot Attention

Object-Centric Learning with Slot Attention slot attention Each pair of blue and orange arrows corresponds to one slot The longer the arrows, the higher the scale of the slot is We filter out slots that have a low slot bigwin We introduce a sequential extension to Slot Attention — Slot Attention for Video — which we train to predict frame reconstructions or optical flow

slot bigwin Happy to share our #ICML2023 paper on Invariant Slot Attention ! ISA learns per-slot reference frames, enabling pose control of objects

slot sun Invariant Slot Attention: Object Discovery with Slot-Centric Reference Frames Automatically discovering composable abstractions from raw Slot Attention This is a reference implementation for Object-Centric Learning with Slot Attention by