Konrad Zołna
5 papers · 2018–2020 · 2 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (21) 🧭 Keyword Pioneer
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Trend Setter
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Conference Pioneer
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Research topics
Deep Learning
(4)
Machine Learning
(4)
Computer Vision
(3)
Artificial Intelligence
(2)
Reinforcement Learning
(2)
Analysis
(2)
Application Areas
(2)
Architectures
(2)
Core AI · Artificial Intelligence
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Methods
(2)
Processing
(2)
Core AI · Computer Vision
(1)
Optimization & Theory
(1)
Keywords
image classification
(2)
catastrophic forgetting
(1)
sample efficiency
(1)
adversarial learning
(1)
feature extraction
(1)
policy gradient
(1)
video classification
(1)
attention mechanism
(1)
data augmentation
(1)
question answering
(1)
robust classification
(1)
instruction following
(1)
feature attribution
(1)
saliency map
(1)
robust learning
(1)
adversarial attack
(1)
convolutional neural network
(1)
recurrent neural network
(1)
data leakage
(1)
adversarial imitation learning
(1)
Papers
Combating False Negatives in Adversarial Imitation Learning (Student Abstract)
AAAI 2020
Leakage-Robust Classifier via Mask-Enhanced Training (Student Abstract)
AAAI 2020
Adversarial Framing for Image and Video Classification
AAAI 2019
Classifier-Agnostic Saliency Map Extraction
AAAI 2019
Focused Hierarchical RNNs for Conditional Sequence Processing
ICML 2018