Bartosz Wójcik
6 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🗺️ Taxonomy Completionist (16) 🌍 Conference Polyglot (4)
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Cross-Pollinator
(9)
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The Questioner
Conferences
ICML (2)
NIPS (2)
AAAI (1)
WACV (1)
Top co-authors
Keywords
transformer model
(2)
model compression
(2)
continual learning
(1)
catastrophic forgetting
(1)
semantic segmentation
(1)
knowledge distillation
(1)
conditional computation
(1)
efficient inference
(1)
neural network optimization
(1)
efficient computing
(1)
early exit
(1)
adaptive computation
(1)
latent space
(1)
generative adversarial network
(1)
mixture of expert
(1)
inference efficiency
(1)
activation sparsity
(1)
inference cost
(1)
dynamic expert selection
(1)
model efficiency
(1)
Papers
Adaptive Computation Modules: Granular Conditional Computation for Efficient Inference
AAAI 2025
How to Train Your Multi-Exit Model? Analyzing the Impact of Training Strategies
ICML 2025
Exploiting Activation Sparsity with Dense to Dynamic-k Mixture-of-Experts Conversion
NIPS 2024
Face Identity-Aware Disentanglement in StyleGAN
WACV 2024
Continual Learning with Guarantees via Weight Interval Constraints
ICML 2022
Zero Time Waste: Recycling Predictions in Early Exit Neural Networks
NIPS 2021