Henry Gouk
12 papers · 2016–2024 · 7 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (8) π Cross-Pollinator (13) πΊοΈ Taxonomy Completionist (34) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Interdisciplinary Bridge
π
Conference Polyglot
(7)
π
Century Club
(12)
β‘
Prolific Year
(6)
β
The Questioner
Conferences
ICCV (3)
ACML (2)
CVPR (2)
ICML (2)
ICLR (1)
MIDL (1)
RSS (1)
Top co-authors
Keywords
few-shot learning
(3)
representation learning
(3)
transfer learning
(3)
self-supervised learning
(2)
loss function
(2)
autonomous driving
(1)
domain generalization
(1)
semantic segmentation
(1)
object detection
(1)
distance metric learning
(1)
multi-instance learning
(1)
multi-label classification
(1)
game theory
(1)
incremental learning
(1)
empirical risk minimization
(1)
task generalization
(1)
label noise
(1)
feature space
(1)
pose estimation
(1)
adversarial robustness
(1)
Papers
Skin Malignancy Classification Using Patientsβ Skin Images and Meta-data: Multimodal Fusion for Improving Fairness
MIDL 2024
Quality Diversity for Visual Pre-Training
ICCV 2023
Meta Omnium: A Benchmark for General-Purpose Learning-To-Learn
CVPR 2023
Loss Function Learning for Domain Generalization by Implicit Gradient
ICML 2022
Distance-Based Regularisation of Deep Networks for Fine-Tuning
ICLR 2021
Weight-covariance alignment for adversarially robust neural networks
ICML 2021
Resolving Conflict in Decision-Making for Autonomous Driving
RSS 2021
How Well Do Self-Supervised Models Transfer?
CVPR 2021
Searching for Robustness: Loss Learning for Noisy Classification Tasks
ICCV 2021
Shallow Bayesian Meta Learning for Real-World Few-Shot Recognition
ICCV 2021
Stochastic Gradient Trees
ACML 2019
Learning Distance Metrics for Multi-Label Classification
ACML 2016