SparseTalk - Sparsifying 3D Gaussian Language Fields for Efficient 3D Visual Question Answering
This work systematically sparsify SparseTalk's semantic embeddings, including the previously underexplored regime below a single image-equivalent block down to 8 visual tokens, and introduces an object-based sparsification method that distributes the token budget across detected object instances while retaining backgro...