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Nikhil Chowdary Paleti

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#artificial intelligence Preprint Oct 2026

Complementing DINO Features with Image Structure for Part Discovery

Part-DINO is introduced, a training-free framework that combines boundaries from low-level image segmentation with DINO's semantic features, and produces structurally coherent part assignments, outperforming training-free baselines across four standard benchmarks and remaining competitive with weakly-supervised and uns...

Samyak Rawlekar, Nikhil Chowdary Paleti, Amey Gupta et al. · 0 citations