John Bronskill
7 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (20) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
NIPS (4)
ICCV (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
few-shot learning
(3)
image classification
(2)
continual learning
(1)
multi-task learning
(1)
probabilistic modeling
(1)
transfer learning
(1)
bayesian inference
(1)
object recognition
(1)
batch normalization
(1)
memory efficiency
(1)
gradient approximation
(1)
few shot learning
(1)
predictive distribution
(1)
few-shot classification
(1)
numerical prediction
(1)
conditional neural process
(1)
teachable ai
(1)
real-world dataset
(1)
large language model
(1)
contextual modulation
(1)
Papers
LLM Processes: Numerical Predictive Distributions Conditioned on Natural Language
NIPS 2024
Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification
NIPS 2022
Memory Efficient Meta-Learning with Large Images
NIPS 2021
ORBIT: A Real-World Few-Shot Dataset for Teachable Object Recognition
ICCV 2021
TaskNorm: Rethinking Batch Normalization for Meta-Learning
ICML 2020
Fast and Flexible Multi-Task Classification using Conditional Neural Adaptive Processes
NIPS 2019
Meta-Learning Probabilistic Inference for Prediction
ICLR 2019