Martin Arjovsky
8 papers · 2016–2023 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
🌟
Keyword Trendsetter Combo
(3)
❓
The Questioner
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(8)
Deep Learning
(5)
Optimization & Theory · Machine Learning
(5)
Core Methods
(3)
Learning Types · Deep Learning
(3)
Models
(3)
Application Areas
(2)
Architectures
(2)
Learning Types · Machine Learning
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Core AI
(1)
Generation
(1)
Optimization & Theory · Deep Learning
(1)
Techniques
(1)
Keywords
generative model
(2)
generative adversarial network
(2)
recurrent neural network
(2)
wasserstein distance
(2)
conditional generation
(1)
image editing
(1)
deep learning
(1)
class imbalance
(1)
distribution matching
(1)
episodic memory
(1)
linear classifier
(1)
dynamical system
(1)
data balancing
(1)
group fairness
(1)
exploration strategy
(1)
intrinsic reward
(1)
gradient vanishing
(1)
mode collapse
(1)
worst-group accuracy
(1)
long-term dependency
(1)
Papers
Why does Throwing Away Data Improve Worst-Group Error?
ICML 2023
Simple data balancing achieves competitive worst-group-accuracy
CLeaR 2022
Low Distortion Block-Resampling with Spatially Stochastic Networks
NeurIPS 2020
Never Give Up: Learning Directed Exploration Strategies
ICLR 2020
Symplectic Recurrent Neural Networks
ICLR 2020
Improved Training of Wasserstein GANs
NeurIPS 2017
Wasserstein Generative Adversarial Networks
ICML 2017
Unitary Evolution Recurrent Neural Networks
ICML 2016