Grigorios G. Chrysos
8 papers · 2019–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Deep Learning
(5)
Machine Learning
(4)
Computer Vision
(3)
Architectures
(3)
Models
(3)
Core Methods
(2)
Generation
(2)
Learning Types
(2)
Optimization & Theory · Deep Learning
(2)
Artificial Intelligence
(1)
Analysis
(1)
Application Areas
(1)
Learning Paradigms
(1)
Optimization & Theory · Machine Learning
(1)
Techniques
(1)
Keywords
neural network
(2)
image generation
(2)
feature learning
(1)
unsupervised clustering
(1)
model architecture
(1)
discriminative learning
(1)
image recognition
(1)
noise robustness
(1)
generative model
(1)
deep neural network
(1)
foundation model
(1)
generative adversarial network
(1)
mixture of expert
(1)
vision model
(1)
parameter efficiency
(1)
skip connection
(1)
semantic conditioning
(1)
expert specialization
(1)
tensor representation
(1)
conditional generative adversarial network
(1)
Papers
Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization
NeurIPS 2024
Regularization of Polynomial Networks for Image Recognition
CVPR 2023
Augmenting Deep Classifiers with Polynomial Neural Networks
ECCV 2022
Cluster-Guided Image Synthesis With Unconditional Models
CVPR 2022
MimicME: A Large Scale Diverse 4D Database for Facial Expression Analysis
ECCV 2022
P-nets: Deep Polynomial Neural Networks
CVPR 2020
Reconstructing the Noise Variance Manifold for Image Denoising
ECCV 2020
Robust Conditional Generative Adversarial Networks
ICLR 2019