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Poster
Thu 0:30 IA-RED$^2$: Interpretability-Aware Redundancy Reduction for Vision Transformers
Bowen Pan · Rameswar Panda · Yifan Jiang · Zhangyang Wang · Rogerio Feris · Aude Oliva
Workshop
Explainable medical image analysis by leveraging human-interpretable features through mutual information minimization
Erick M Cobos · Thomas Kuestner · Bernhard Schölkopf · Sergios Gatidis
Workshop
An Interpretability-augmented Genetic Expert for Deep Molecular Optimization
Pierre Wüthrich · Jun Jin Choong · Shinya Yuki
Poster
Tue 8:30 Self-Interpretable Model with Transformation Equivariant Interpretation
Yipei Wang · Xiaoqian Wang
Workshop
An Interpretability-augmented Genetic Expert for Deep Molecular Optimization
Pierre Wüthrich · Jun Jin Choong · Shinya Yuki
Workshop
Interpreting BERT architecture predictions for peptide presentation by MHC class I proteins
Hans-Christof Gasser
Poster
Tue 8:30 Passive attention in artificial neural networks predicts human visual selectivity
Thomas Langlois · Haicheng Zhao · Erin Grant · Ishita Dasgupta · Tom Griffiths · Nori Jacoby
Workshop
Tue 8:50 [S1] Interpreting BERT architecture predictions for peptide presentation by MHC class I proteins
Hans-Christof Gasser
Workshop
Interpretable Electrocardiogram Mapping to Detect Decreased Cardiac Contraction
Hirotoshi Takeuchi · Mitsuhiko Nakamoto
Poster
Tue 8:30 Matrix factorisation and the interpretation of geodesic distance
Nick Whiteley · Annie Gray · Patrick Rubin-Delanchy
Poster
Thu 16:30 Fairness via Representation Neutralization
Mengnan Du · Subhabrata Mukherjee · Guanchu Wang · Ruixiang Tang · Ahmed Awadallah · Xia Hu
Poster
Thu 16:30 Understanding Interlocking Dynamics of Cooperative Rationalization
Mo Yu · Yang Zhang · Shiyu Chang · Tommi Jaakkola