JΓΆrg Bornschein
10 papers · 2016–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (8) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (4) π Cross-Pollinator (13)
π
Academic Marathon
(8)
π
Interdisciplinary Bridge
π
Cross-Pollinator
(13)
π₯
Mega-Team
(20)
π
Triple Crown
π
Trend Setter
π
Century Club
(10)
Conferences
ICLR (4)
ICML (3)
NIPS (2)
JMLR (1)
Top co-authors
Keywords
generative model
(2)
variational autoencoder
(2)
continual learning
(1)
few-shot learning
(1)
model selection
(1)
approximate inference
(1)
imitation learning
(1)
variational inference
(1)
transfer learning
(1)
inverse reinforcement learning
(1)
reinforcement learning from human feedback
(1)
visual classification
(1)
reward function
(1)
sequential learning
(1)
minimum description length
(1)
language model
(1)
task adaptation
(1)
generalization performance
(1)
language model fine-tuning
(1)
overparameterized neural network
(1)
Papers
Imitating Language via Scalable Inverse Reinforcement Learning
NIPS 2024
Kalman Filter for Online Classification of Non-Stationary Data
ICLR 2024
Denoising Autoregressive Representation Learning
ICML 2024
Sequential Learning of Neural Networks for Prequential MDL
ICLR 2023
Nevis'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research
JMLR 2023
Evaluating Representations with Readout Model Switching
ICLR 2023
Learning to Induce Causal Structure
ICLR 2023
Small Data, Big Decisions: Model Selection in the Small-Data Regime
ICML 2020
Variational Memory Addressing in Generative Models
NIPS 2017
Bidirectional Helmholtz Machines
ICML 2016