Giorgos Bouritsas
8 papers · 2018–2024 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Deep Learning
(6)
Machine Learning
(4)
Learning Types · Deep Learning
(4)
Architectures
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Optimization & Theory
(2)
Mathematics & Optimization
(1)
Analysis
(1)
Core AI
(1)
Generation
(1)
Learning Paradigms
(1)
Keywords
dictionary learning
(1)
contrastive learning
(1)
feature learning
(1)
image generation
(1)
weakly supervised learning
(1)
multimodal learning
(1)
multiple instance learning
(1)
discriminative learning
(1)
graph partitioning
(1)
semantic similarity
(1)
generative model
(1)
probabilistic model
(1)
lossless compression
(1)
mesh representation
(1)
skip connection
(1)
graph compression
(1)
graph convolutional network
(1)
probabilistic label
(1)
tensor representation
(1)
3d morphable model
(1)
Papers
Bridging Mini-Batch and Asymptotic Analysis in Contrastive Learning: From InfoNCE to Kernel-Based Losses
ICML 2024
Scale Equivariant Graph Metanetworks
NeurIPS 2024
Revisiting Point Cloud Simplification: A Learnable Feature Preserving Approach
ECCV 2022
Partition and Code: learning how to compress graphs
NeurIPS 2021
Learning to Generate Customized Dynamic 3D Facial Expressions
ECCV 2020
P-nets: Deep Polynomial Neural Networks
CVPR 2020
Neural 3D Morphable Models: Spiral Convolutional Networks for 3D Shape Representation Learning and Generation
ICCV 2019
Multimodal Visual Concept Learning With Weakly Supervised Techniques
CVPR 2018