Łukasz Struski
10 papers · 2018–2026 · 6 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) 🏃 Academic Marathon (7) 🐝 Cross-Pollinator (10)
🗺️
Taxonomy Completionist
(13)
🤝
Dynamic Duo
(10)
🏆
Keyword Champion
(2)
🔥
Unstoppable
(5)
💎
Century Club
(10)
Conferences
WACV (3)
AAAI (2)
ICML (2)
AISTATS (1)
ECCV (1)
NIPS (1)
Top co-authors
Keywords
prototypical part
(2)
missing datum
(2)
expected value
(2)
variational inference
(1)
prototype learning
(1)
model evaluation
(1)
explainable ai
(1)
saliency map
(1)
model evidence
(1)
image inpainting
(1)
receptive field
(1)
convolutional neural network
(1)
variational autoencoder
(1)
interpretable model
(1)
gradient-based training
(1)
data imputation
(1)
evidence lower bound
(1)
incomplete datum
(1)
post-hoc explanation
(1)
markov process
(1)
Papers
EPIC: Explanation of Pretrained Image Classification Networks via Prototypes
AAAI 2026
LapSum - One Method to Differentiate Them All: Ranking, Sorting and Top-k Selection
ICML 2025
SEMU: Singular Value Decomposition for Efficient Machine Unlearning
ICML 2025
Interpretability Benchmark for Evaluating Spatial Misalignment of Prototypical Parts Explanations
AAAI 2024
ProtoSeg: Interpretable Semantic Segmentation With Prototypical Parts
WACV 2023
SONGs: Self-Organizing Neural Graphs
WACV 2023
Bounding Evidence and Estimating Log-Likelihood in VAE
AISTATS 2023
MisConv: Convolutional Neural Networks for Missing Data
WACV 2022
Interpretable Image Classification with Differentiable Prototypes Assignment
ECCV 2022
Processing of missing data by neural networks
NIPS 2018