Stanisław Jastrzebski
7 papers · 2017–2022 · 6 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) 🏃 Academic Marathon (5)
🐝
Cross-Pollinator
(8)
🌈
Renaissance Researcher
(6)
🗺️
Taxonomy Completionist
(19)
🚀
Conference Pioneer
Conferences
ICLR (2)
AAAI (1)
AISTATS (1)
ICML (1)
JMLR (1)
MIDL (1)
Top co-authors
Keywords
wasserstein distance
(1)
image classification
(1)
adversarial robustness
(1)
transfer learning
(1)
medical imaging
(1)
multi-view learning
(1)
signal propagation
(1)
random matrix theory
(1)
generative model
(1)
deep neural network
(1)
drug discovery
(1)
self-supervised pretraining
(1)
spectral density
(1)
medical diagnosis
(1)
residual network
(1)
molecular property prediction
(1)
characteristic kernel
(1)
free probability
(1)
neural network initialization
(1)
dynamical isometry
(1)
Papers
HuggingMolecules: An Open-Source Library for Transformer-Based Molecular Property Prediction (Student Abstract)
AAAI 2022
Cramer-Wold Auto-Encoder
JMLR 2020
Improving the Ability of Deep Neural Networks to Use Information from Multiple Views in Breast Cancer Screening
MIDL 2020
On the Relation Between the Sharpest Directions of DNN Loss and the SGD Step Length
ICLR 2019
Dynamical Isometry is Achieved in Residual Networks in a Universal Way for any Activation Function
AISTATS 2019
Residual Connections Encourage Iterative Inference
ICLR 2018
A Closer Look at Memorization in Deep Networks
ICML 2017