Sebastian Nowozin
41 papers · 2011–2023 · 7 venues · across top CS/AI venues
This profile combines several different researchers. Authors are keyed by name, and this name's papers fall into 14 separate collaboration groups - the largest holds only 24% of them. Pick the group below that matches the researcher you mean. How a shared name is split.
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Which Sebastian Nowozin?
7 groups of papers that share co-authors internally but none with each other - each most likely a different researcher. Pick one to see its papers.
with John Bronskill, Richard Turner, Jonathan Gordon
10 papers
· 2019–2023
· NeurIPS, ICLR, ICML
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FiT: Parameter Efficient Few-shot Transfer Learning for Personalized and Federated Image Classification
ICLR 2023
Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification
NeurIPS 2022
Memory Efficient Meta-Learning with Large Images
NeurIPS 2021
Independent Subspace Analysis for Unsupervised Learning of Disentangled Representations
AISTATS 2020
TaskNorm: Rethinking Batch Normalization for Meta-Learning
ICML 2020
Deterministic Variational Inference for Robust Bayesian Neural Networks
ICLR 2019
EDDI: Efficient Dynamic Discovery of High-Value Information with Partial VAE
ICML 2019
Fast and Flexible Multi-Task Classification using Conditional Neural Adaptive Processes
NeurIPS 2019
Icebreaker: Element-wise Efficient Information Acquisition with a Bayesian Deep Latent Gaussian Model
NeurIPS 2019
Meta-Learning Probabilistic Inference for Prediction
ICLR 2019
7 papers whose co-authors appear nowhere else under this name
Debiasing Evidence Approximations: On Importance-weighted Autoencoders and Jackknife Variational Inference
ICLR 2018
Deep Directional Statistics: Pose Estimation with Uncertainty Quantification
ECCV 2018
From Face Recognition to Models of Identity: A Bayesian Approach to Learning about Unknown Identities from Unsupervised Data
ECCV 2018
PixelDefend: Leveraging Generative Models to Understand and Defend against Adversarial Examples
ICLR 2018
Dynamic Time-Of-Flight
CVPR 2017
Optimal Decisions from Probabilistic Models: The Intersection-over-Union Case
CVPR 2014
Scalable Gaussian Process Structured Prediction for Grid Factor Graph Applications
ICML 2014