Yannic Kilcher
7 papers · 2016–2023 · 4 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (23) 🌍 Conference Polyglot · Bronze
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The Questioner
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Conference Pioneer
📈
Trend Setter
Venues
Top co-authors
Research topics
Deep Learning
(6)
Machine Learning
(6)
Learning Types · Machine Learning
(3)
Optimization & Theory · Machine Learning
(3)
Artificial Intelligence
(2)
Architectures
(2)
Core AI
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Optimization & Theory · Deep Learning
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Generation · Computer Vision
(1)
Generation · Natural Language Processing
(1)
Keywords
stochastic gradient
(1)
stochastic gradient descent
(1)
adversarial robustness
(1)
image generation
(1)
conversational ai
(1)
conditional generation
(1)
adversarial training
(1)
reinforcement learning from human feedback
(1)
model alignment
(1)
statistical testing
(1)
adaptive learning rate
(1)
second-order optimization
(1)
adversarial attack
(1)
generative model
(1)
random projection
(1)
regret bound
(1)
convergence guarantee
(1)
deep neural network
(1)
supervised fine-tuning
(1)
dimensionality reduction
(1)
Papers
FIGARO: Controllable Music Generation using Learned and Expert Features
ICLR 2023
OpenAssistant Conversations - Democratizing Large Language Model Alignment
NeurIPS 2023
Adversarial Training is a Form of Data-dependent Operator Norm Regularization
NeurIPS 2020
How does BERT capture semantics? A closer look at polysemous words
EMNLP 2020
The Odds are Odd: A Statistical Test for Detecting Adversarial Examples
ICML 2019
Semantic Interpolation in Implicit Models
ICLR 2018
Scalable Adaptive Stochastic Optimization Using Random Projections
NeurIPS 2016