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93 Results
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Workshop
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Sat 2:40 |
A mechanistically interpretable neural-network architecture for discovery of regulatory genomics Alex M Tseng · Gökcen Eraslan · Nathaniel Diamant · Tommaso Biancalani · Gabriele Scalia |
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Measuring Mechanistic Interpretability at Scale Without Humans Roland Zimmermann · David Klindt · Wieland Brendel |
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Saliency Suppressed, Semantics Surfaced: Visual Transformations in Neural Networks and the Brain Gustaw Opielka · Jessica Loke · H.Steven Scholte |
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Model & Data Insights using Pre-trained Language Models Saeid Asgari · Aliasghar Khani · Amir Khasahmadi · Aditya Sanghi · Karl Willis · Ali Mahdavi Amiri |
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Workshop
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Computational Copyright: Towards A Royalty Model for AI Music Generation Platforms Junwei Deng · Jiaqi Ma |
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Interpretable Machine Learning for power systems: Establishing Confidence in SHapley Additive exPlanationS Tabia Ahmad · Robert Hamilton · Panagiotis N. Papadopoulos · Samuel Chevalier · Ilgiz Murzakhanov · Rahul Nellikkath · Jochen Stiasny · Spyros Chatzivasileiadis |
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Workshop
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Sat 2:40 |
Unveiling Zero Shot Prediction for Gene Attributes Through Interpretable AI Ala Jararweh · Oladimeji Macaulay · David Arredondo · Olufunmilola Oyebamiji · Luis Tafoya · Kushal Virupakshappa · Avinash Sahu |
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Workshop
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Sat 2:40 |
Interpretable and Generalizable Graph Learning via Subgraph Multilinear Extension Yongqiang Chen · Yatao Bian · Bo Han · James Cheng |
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Workshop
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Data Alignment for Zero-Shot Concept Generation in Dermatology AI Soham Gadgil · Mahtab Bigverdi |
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Less is More: Discovering Concise Network Explanations Neehar Kondapaneni · Markus Marks · Oisin Mac Aodha · Pietro Perona |
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Workshop
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Identifying and Interpreting Non-Aligned Human Conceptual Representations using Language Modeling Wanqian Bao · Uri Hasson |
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Workshop
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Sat 2:40 |
Biologically Interpretable VAE with Supervision for Transcriptomics Data Under Ordinal Perturbations Seyednami Niyakan · Xihaier Luo · Byung-Jun Yoon · Xiaoning Qian |