Przemyslaw Biecek
14 papers · 2018–2025 · 9 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+6 more ↓ Show less ↑
๐ Renaissance Researcher (7) ๐ Interdisciplinary Bridge ๐ Conference Polyglot (9) ๐ Academic Marathon (7) ๐บ๏ธ Taxonomy Completionist (13)
๐
Academic Marathon
(7)
๐
Renaissance Researcher
(7)
๐
Interdisciplinary Bridge
๐
Conference Pioneer
๐
Century Club
(14)
โ
The Questioner
(3)
Conferences
ICML (3)
AAAI (2)
EMNLP (2)
ICLR (2)
CONLL (1)
ECCV (1)
JMLR (1)
MICCAI (1)
WACV (1)
Top co-authors
Keywords
model interpretability
(4)
question answering
(2)
feature importance
(2)
model evaluation
(1)
named entity recognition
(1)
responsible ai
(1)
saliency map
(1)
recurrent neural network
(1)
adversarial perturbation
(1)
local explanation
(1)
3d segmentation
(1)
model explanation
(1)
tabular datum
(1)
adversarial example
(1)
black box model
(1)
computed tomography
(1)
model validation
(1)
shap value
(1)
predictive model
(1)
transition-based model
(1)
Papers
Aggregated Attributions for Explanatory Analysis of 3D Segmentation Models
WACV 2025
Efficient and Accurate Explanation Estimation with Distribution Compression
ICLR 2025
Rethinking Visual Counterfactual Explanations Through Region Constraint
ICLR 2025
Interpreting CLIP with Hierarchical Sparse Autoencoders
ICML 2025
Global Counterfactual Directions
ECCV 2024
Swin SMT: Global Sequential Modeling for Enhancing 3D Medical Image Segmentation
MICCAI 2024
Position: Explain to Question not to Justify
ICML 2024
Position: Do Not Explain Vision Models Without Context
ICML 2024
Manipulating SHAP via Adversarial Data Perturbations (Student Abstract)
AAAI 2022
Responsible Prediction Making of COVID-19 Mortality (Student Abstract)
AAAI 2021
Named Entity Recognition - Is There a Glass Ceiling?
CONLL 2019
How much should you ask? On the question structure in QA systems.
EMNLP 2018
Does it care what you asked? Understanding Importance of Verbs in Deep Learning QA System
EMNLP 2018
DALEX: Explainers for Complex Predictive Models in R
JMLR 2018