James Oldfield
4 papers · 2022–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(3)
Core Methods
(3)
Artificial Intelligence
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Computer Vision
(1)
Analysis
(1)
Application Areas
(1)
Architectures
(1)
Core AI
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Techniques
(1)
Keywords
generative adversarial network
(2)
representation learning
(1)
unsupervised clustering
(1)
image editing
(1)
tensor factorization
(1)
disentangled representation
(1)
feature map
(1)
foundation model
(1)
latent space
(1)
mixture of expert
(1)
vision-language model
(1)
vision model
(1)
parameter efficiency
(1)
semantic conditioning
(1)
expert specialization
(1)
implicit maximum likelihood estimation
(1)
neural network
(1)
parts of speech
(1)
model compression
(1)
controllable image generation
(1)
Papers
Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization
NeurIPS 2024
PandA: Unsupervised Learning of Parts and Appearances in the Feature Maps of GANs
ICLR 2023
Parts of Speech–Grounded Subspaces in Vision-Language Models
NeurIPS 2023
Cluster-Guided Image Synthesis With Unconditional Models
CVPR 2022