Maciej Wołczyk
7 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (9) 🌈 Renaissance Researcher (5)
🌉
Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(14)
🏆
Keyword Champion
(2)
Conferences
AAAI (3)
NIPS (2)
ECCV (1)
ICML (1)
Top co-authors
Keywords
catastrophic forgetting
(4)
continual learning
(3)
forward transfer
(2)
neural network optimization
(1)
continual reinforcement learning
(1)
early exit
(1)
generative model
(1)
latent representation
(1)
variational autoencoder
(1)
pre-trained model
(1)
latent space
(1)
replay buffer
(1)
proximal policy optimization
(1)
on-policy learning
(1)
molecule generation
(1)
flow-based model
(1)
experience replay
(1)
model efficiency
(1)
batch size
(1)
task sequencing
(1)
Papers
On-Policy Algorithms for Continual Reinforcement Learning (Student Abstract)
AAAI 2025
AdaGlimpse: Active Visual Exploration with Arbitrary Glimpse Position and Scale
ECCV 2024
PluGeN: Multi-Label Conditional Generation from Pre-trained Models
AAAI 2022
Continual Learning with Guarantees via Weight Interval Constraints
ICML 2022
Remember More by Recalling Less: Investigating the Role of Batch Size in Continual Learning with Experience Replay (Student Abstract)
AAAI 2021
Continual World: A Robotic Benchmark For Continual Reinforcement Learning
NIPS 2021
Zero Time Waste: Recycling Predictions in Early Exit Neural Networks
NIPS 2021