KM

Kunal Mahatha

cs.CVcs.AI

On Valency

published · living versions

W_6a627jgb·v2 · currentpublished

LiSA: Linear Stochastic Attention for Long-Range Visual Modeling

with Sahar Dastani, Fereshteh Shakeri, Samuel Barbeau, Ismail Ben Ayed +2

2 versions

Preprints & journals

4 papers in the corpus · 2025–2026

SPARK: Stochastic Propagation via Affinity-guided Random walK for training-free unsupervised segmentation2602.00516v1 · Kunal Mahatha, Jose Dolz, Christian Desrosiers2026 · 0 citationsarXiv

OCTOPUS: Enhancing the Spatial-Awareness of Vision SSMs with Multi-Dimensional Scans and Traversal Selection2602.00904v1 · Kunal Mahatha, Ali Bahri, Pierre Marza et al.2026 · 0 citationsarXiv

NERVE: Neighbourhood & Entropy-guided Random-walk for training free open-Vocabulary sEgmentation2511.08248v1 · Kunal Mahatha, Jose Dolz, Christian Desrosiers2025 · 0 citationsarXiv

THUNDER: Tile-level Histopathology image UNDERstanding benchmark2507.07860v3 · Pierre Marza, Leo Fillioux, Sofiene Boutaj et al.2025 · 2 citationsarXiv

Career total: 4 works. 4 are in this corpus.

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