Awesome AI Agents
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Ole Winther — most-cited papers & profile · AI Agents
← authors
·
overview
Ole Winther
25
papers ·
761
citations ·
65
h-index
University of Copenhagen · University College Copenhagen · IT University of Copenhagen · Technical University of Denmark
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Sequential Neural Models with Stochastic Layers
2016 · 164 citations
Auxiliary Deep Generative Models
2016 · 154 citations
Transition1x -- a Dataset for Building Generalizable Reactive Machine Learning Potentials
2022 · 109 citations
Ladder Variational Autoencoders
2016 · 41 citations
NeuralNEB -- Neural Networks can find Reaction Paths Fast
2022 · 38 citations
BEND: Benchmarking DNA Language Models on biologically meaningful tasks
2023 · 29 citations
SurVAE Flows: Surjections to Bridge the Gap between VAEs and Flows
2020 · 26 citations
Unifying Molecular and Textual Representations via Multi-task Language Modelling
2023 · 25 citations
Few-Shot Diffusion Models
2022 · 20 citations
Graph Neural Network Interatomic Potential Ensembles with Calibrated Aleatoric and Epistemic Uncertainty on Energy and Forces
2023 · 12 citations
Implicit Transfer Operator Learning: Multiple Time-Resolution Surrogates for Molecular Dynamics
2023 · 8 citations
Coherent energy and force uncertainty in deep learning force fields
2023 · 8 citations
LAVAE: Disentangling Location and Appearance
2019 · 3 citations
The Role of Pretrained Representations for the OOD Generalization of Reinforcement Learning Agents
2021 · 3 citations
Inductive Biases for Object-Centric Representations in the Presence of Complex Textures
2022 · 2 citations
Topics
Chemistry
Materials
Protein Science
Physics ML
Diffusion Models
Training & Sampling
Drug Discovery
Genomics
cs.IT
stat.ML