Tim Genewein
14 papers · 2012–2025 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (36) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
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Topic Evolution
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Triple Crown
🗃️
Keyword Collector
(88)
📈
Trend Setter
💎
Century Club · Bronze
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Conference Pioneer
Top co-authors
Research topics
Artificial Intelligence
(9)
Machine Learning
(9)
Deep Learning
(8)
Core AI
(8)
Architectures
(5)
Optimization & Theory
(5)
Mathematics & Optimization
(3)
Core Methods
(3)
Learning Paradigms
(3)
Models
(3)
Reinforcement Learning
(2)
Applications
(2)
Bayesian & Probabilistic
(2)
Learning Types
(2)
Optimization
(2)
Keywords
meta learning
(2)
generative model
(2)
posterior distribution
(2)
uncertainty quantification
(2)
in-context learning
(2)
representation learning
(1)
model quantization
(1)
stochastic optimization
(1)
imitation learning
(1)
nonparametric bayesian
(1)
variational inference
(1)
ensemble learning
(1)
bayesian inference
(1)
transformer architecture
(1)
attention mechanism
(1)
reinforcement learning
(1)
self-supervised learning
(1)
knowledge distillation
(1)
optimal transport
(1)
image classification
(1)
Papers
Compression via Pre-trained Transformers: A Study on Byte-Level Multimodal Data
ICML 2025
LMAct: A Benchmark for In-Context Imitation Learning with Long Multimodal Demonstrations
ICML 2025
Amortized Planning with Large-Scale Transformers: A Case Study on Chess
NeurIPS 2024
Language Modeling Is Compression
ICLR 2024
Learning Universal Predictors
ICML 2024
Memory-Based Meta-Learning on Non-Stationary Distributions
ICML 2023
Neural Networks and the Chomsky Hierarchy
ICLR 2023
Randomized Positional Encodings Boost Length Generalization of Transformers
ACL 2023
Self-Predictive Universal AI
NeurIPS 2023
Meta-trained agents implement Bayes-optimal agents
NeurIPS 2020
Sinkhorn AutoEncoders
UAI 2019
The Power of Ensembles for Active Learning in Image Classification
CVPR 2018
Variational Network Quantization
ICLR 2018
A Nonparametric Conjugate Prior Distribution for the Maximizing Argument of a Noisy Function
NeurIPS 2012