FJ
Farnoush Rezaei Jafari
cs.LGcs.AIcs.CVBenchmarkDiscoveryExplainable AIHeatmapHistopathologyImage Interpretation, Computer-AssistedMIL
On Valency
published · living versionsW_e3f7vbsb·v1 · currentpublished
Attribution-based diagnostics for single-cell foundation models
with Tristan Lazard, Kenza Bouzid, Shruthi Bannur, Jeremiah Wander +4
1 version
Preprints & journals
4 papers in the corpus · 2021–2026Beyond attention heatmaps: How to get better explanations for multiple instance learning models in histopathology.42263498 · Jamshidi Idaji, Mina, Hense, Julius, Neuhäuser, Tom et al.2026 · 1 citationMedical image analysis. 2026;113:104148
Towards Symbolic XAI -- Explanation Through Human Understandable Logical Relationships Between Features2408.17198v2 · Thomas Schnake, Farnoush Rezaei Jafari, Jonas Lederer et al.2024 · 12 citationsarXiv
MambaLRP: Explaining Selective State Space Sequence Models2406.07592v3 · Farnoush Rezaei Jafari, Gr'egoire Montavon, Klaus-Robert Muller et al.2024 · 8 citationsarXiv
Adaptive Token Sampling For Efficient Vision Transformers2111.15667v3 · Mohsen Fayyaz, Soroush Abbasi Koohpayegani, Farnoush Rezaei Jafari et al.2021 · 196 citationsarXiv
Career total: 8 works. 4 are in this corpus.
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